% This file was created with JabRef 2.10b2. % Encoding: UTF8 @InProceedings{Debugging, Title = {Debugging the Evidence Chain}, Author = {Russell Almond and Yoon Jeon Kim and Valerie Shute and Matthew Ventura}, Pages = {1--10}, Crossref = {UAI2013AW2013}, Url = {http://ceur-ws.org/Vol-XXX/paper-01.pdf} } @InCollection{Bejar2006, Title = {Human Scoring}, Author = {Bejar, Isaac I. and Williamson, David M. and Mislevy, Robert J.}, Pages = {49--82}, Crossref = {AutomatedScoring} } @InCollection{Braun2006, Title = {Rule-based methods for automated scoring}, Author = {Braun, Henry I and Bejar, Isaac I. and Williamson, David M.}, Pages = {83--122}, Crossref = {AutomatedScoring} } @InCollection{Deane2006, Title = {Strategies for evidence identification through linguistic assessment of testual responses}, Author = {Deane, Paul}, Pages = {313--371}, Crossref = {AutomatedScoring} } @InCollection{DiBello1995, Title = {Unified cognitive/psychometric diagnostic assessment likelihood based classification techniques}, Author = {DiBello, L. V. and Stout, W. F. and Roussos, L. A.}, Year = {1995}, Pages = {361-389}, Crossref = {Nichols1995}, Owner = {jbabula}, Timestamp = {2005.12.27} } @InCollection{DieboltIp1996, Title = {Stochastic {EM}: method and application}, Author = {Diebolt, Jean and Ip, Eddie H. S.}, Booktitle = {{Markov} Chain {Monte} {Carlo} in Practice}, Publisher = {Chapman and Hall}, Year = {1996}, Editor = {Gilks, W. R. and Richardson, S. and Spiegelhalter, D. J.}, Pages = {259--273}, Crossref = {Gilks1996} } @InCollection{GelmanShirley2011, Title = {Inference from Simulations and Monitoring Convergence}, Author = {Gelman, A. and Shirley, K.}, Year = {2011}, Pages = {163--174}, Crossref = {MCMCHandbook}, Owner = {ralmond}, Timestamp = {2014.06.08} } @InCollection{Geyer2011, Title = {Introduction to {Markov} Chain {Monte} {Carlo}}, Author = {Geyer, C. J.}, Year = {2011}, Pages = {3--48}, Crossref = {MCMCHandbook}, Owner = {ralmond}, Timestamp = {2014.06.05} } @InCollection{Gierl2007, Title = {Using the Attribute Hierarchy Method to Make Diagnostic Inferences about Examinees' Cognitive Skills}, Author = {Gierl, Mark J. and Leighton, Jacqueline P. and Hunka, Stephen M.}, Year = {2007}, Pages = {242--274}, Crossref = {Leighton2007} } @InCollection{Gitomer1995, Title = {Diagnostic assessment of trouble-shooting skill in an intelligent tutoring system.}, Author = {Gitomer, D. H. and Steinberg, L. S. and Mislevy, R. J.}, Year = {1995}, Pages = {73--101}, Crossref = {Nichols1995}, Owner = {Mislevy}, Timestamp = {2007.09.28} } @InCollection{GluckSpeil2007, Title = {Studying Development via Item Response Models: A Wide Range of Potential Uses}, Author = {Gl{\"u}ck, Judtih and Spiel, Christine}, Pages = {281--292}, Crossref = {vonDavierRasch} } @InCollection{HeckermanTutorial, Title = {A tutorial on learning with {Bayesian} networks}, Author = {Heckerman, D.}, Booktitle = {Learning in Graphical Models}, Publisher = {Kluwer Academic Publishers}, Year = {1998}, Editor = {Jordan, M. I.}, Note = {Also Technical Report MSR-TR-95-06, Microsoft Research, March, 1995 (revised November, 1996).}, Pages = {301-354}, Crossref = {Jordan1998}, File = {tr-95-06.pdf:ftp\://ftp.research.microsoft.com/pub/tr/tr-95-06.pdf:PDF}, Owner = {jbabula}, Timestamp = {2006.01.09} } @InCollection{Holland1988dif, Title = {Differential item performance and the {Mantel-Haenszel} procedure}, Author = {Holland, Paul W and Thayer, Dorothy T}, Pages = {129--145}, Crossref = {Braun1988} } @InCollection{Jaakkola1998, Title = {Improving the Mean Field approximation via the use of Mixture Distributions}, Author = {Jaakkola, T. S. and Jordan, M. I.}, Booktitle = {Learning in Graphical Models}, Publisher = {Kluwer Academic Publishers}, Year = {1998}, Editor = {Jordan, M. I.}, Pages = {163-173}, Crossref = {Jordan1998}, Owner = {jbabula}, Timestamp = {2005.12.29} } @InCollection{Koller2001, Title = {Sampling in Factored Dynamic Systems}, Author = {Koller, Daphne and Learner, Uri}, Booktitle = {Sequential {Monte} {Carlo} Methods in Practice}, Publisher = {Springer}, Year = {2001}, Editor = {Doucet, Arnaud and {de Freitas}, Nando and Gordon, Neil}, Pages = {445-464}, Crossref = {Doucet2001}, Owner = {jbabula}, Timestamp = {2006.01.24} } @InBook{Martin1995, Title = {A {Bayesian} approach to cognitive assessment.}, Author = {Martin, Joel and VanLehn, Kurt}, Pages = {141 - 165}, Publisher = {Lawrence Erlbaum Associates, Inc}, Year = {1995}, Booktitle = {Cognitively diagnostic assessment}, Crossref = {Nichols1995}, ISBN = {0-8058-1588-0}, Owner = {ralmond}, Timestamp = {2010.05.03} } @InCollection{Mislevy1995b, Title = {Probability-based inference in cognitive diagnosis}, Author = {Mislevy, Robert J.}, Year = {1995}, Pages = {43-71}, Crossref = {Nichols1995}, Owner = {jbabula}, Timestamp = {2006.01.25} } @InCollection{ABCs2006, Title = {Concepts, Terminology and Basic Models of Evidence-Centered Design}, Author = {Mislevy, Robert J. and Steinberg, Linda S. and Almond, Russell G. and Lukas, Janice F.}, Booktitle = {Automated Scoring of Complex Tasks in Computer-Based Testing}, Publisher = {Lawrence Erlbaum Associates}, Year = {2006}, Editor = {Williamson, David M. and Mislevy, Robert J. and Bejar, Isaac I.}, Pages = {15--47}, Crossref = {AutomatedScoring}, Keywords = {2006Papers, Collection}, Owner = {ralmond}, Timestamp = {2006.04.19} } @InCollection{Murphy2001, Title = {Rao-Blackwellised Particle Filtering for Dynamic {Bayesian} Networks.}, Author = {Murphy, Kevin and Russell, Stuart}, Booktitle = {Sequential {Monte} {Carlo} Methods in Practice}, Publisher = {Springer}, Year = {2001}, Editor = {Doucet, Arnaud and {de Freitas}, Nando and Gordon, Neil}, Pages = {499-515}, Crossref = {Doucet2001}, Owner = {jbabula}, Timestamp = {2006.02.01} } @InCollection{NealHinton1998, Title = {A View of the {EM} Algorithm that Justifies Incremental, Sparse, and Other Variants}, Author = {Neal, Radford M. and Hinton, Geoffrey E.}, Booktitle = {Learning in Graphical Models}, Publisher = {Kluwer Academic Publishers}, Year = {1998}, Editor = {Jordan, M. I.}, Pages = {355--368}, Crossref = {Jordan1998} } @InProceedings{DBLP:conf/uai/NikovskiB03, Title = {Marginalizing Out Future Passengers in Group Elevator Control}, Author = {Nikovski, Daniel and Brand, Matthew}, Booktitle = {{UAI}}, Year = {2003}, Pages = {443-450}, Bibsource = {DBLP, http://dblp.uni-trier.de}, Crossref = {DBLP:conf/uai/2003} } @InCollection{RoussosFusion, Title = {The fusion model skills diagnosis system}, Author = {Roussos, L. A. and DiBello, L. V. and Stout, W. F. and Hartz, S. M. and Henson, R. A. and Templin, J. L.}, Pages = {281--292}, Crossref = {Leighton2007}, Owner = {RMISLEVY}, Timestamp = {2012.11.30} } @InCollection{ScaliseWilson2006, Title = {Analysis and Comparison of Automated Scoring Approaches: Addressing Evidence-Based Assessment Principles}, Author = {Scalise, Kathleen and Wilson, M. R.}, Pages = {373--402}, Crossref = {Automated Scoring} } @InCollection{Tatsuoka1995, Title = {Architecture of knowledge structures and cognitive diagnosis: A statistical pattern recognition approach}, Author = {Tatsuoka, K. K.}, Pages = {327--359}, Crossref = {Nichols1995} } @InCollection{WainerAugment, Title = {Augmented Scores --- ``Borrowing Strength'' to compute scores based on a small number of items}, Author = {Wainer, Howard and Veva, Jack L. and Camacho, Fabian and Reeve III, Bryce B. and Rosa, Kathleen and Nelson, Laura and Swygert, Kimberly A. and Thissen, David}, Booktitle = {Test Scoring}, Publisher = {Lawrence Erlbaum Associates}, Year = {2001}, Editor = {Thissen, David and Wainer, Howard}, Pages = {343--388}, Crossref = {HowToScore}, Owner = {ralmond}, Timestamp = {2015.05.18} } @InCollection{Williamson2006, Title = {An Application of {Bayesian} Networks in Automated Scoring of Computerized Simulation Tasks}, Author = {Williamson, David M. and Almond, Russell G. and Mislevy, Robert J. and Levy, Roy}, Booktitle = {Automated Scoring of Complex Tasks in Computer-Based Testing}, Publisher = {Lawrence Erlbaum Associates}, Year = {2006}, Editor = {Williamson, David M. and Mislevy, Robert J. and Bejar, Isaac I.}, Pages = {201--257}, Crossref = {AutomatedScoring}, Keywords = {2006Papers, Collection}, Owner = {ralmond}, Timestamp = {2006.04.19} } @Booklet{NAEPmath07, Title = {Mathematics Framework for the 2007 {National} {Assessment} of {Educational} {Progress}}, Author = {{National} {Assessment} {Governing} {Board} {(NAGB)}}, HowPublished = {U.S. Department of Education}, Year = {2006}, Key = {NAGB}, Url = {http://www.nagb.org/frameworks/math_07.pdf} } @Book{H2G21, Title = {Hitchhiker's Guide to the Galaxy: The Primary Phase}, Author = {Adams, Douglas}, Publisher = {BBC}, Year = {1978}, Note = {Audio Recording.} } @Article{Adams1997, Title = {The multidimensional random coefficients multinomial logit model}, Author = {R. Adams and M[ark] R. Wilson and Wang, W-C.}, Journal = {Applied Psychological Measurement}, Year = {1997}, Pages = {1--23}, Volume = {21}, Owner = {ralmond}, Timestamp = {2005.12.12} } @InCollection{Adler1985, Title = {{Markov} Random Fields}, Author = {R. J. Adler}, Booktitle = {Encyclopedia of Statistical Sciences}, Publisher = {Wiley}, Year = {1985}, Editor = {Samuel Kotz and Norman L. Johnson}, Pages = {270-273}, Volume = {5}, Owner = {ralmond}, Timestamp = {2005.12.12} } @Booklet{AAAS1994, Title = {Benchmarks for Scientific Literacy}, Author = {American Association for the Advancement of Science}, Year = {1994}, Key = {AAAS} } @InProceedings{Akaike1973, Title = {Information theory and an extension of the maximum likelihood principle}, Author = {H. Akaike}, Booktitle = {Proceedings of the 2nd International Symposium on Information Theory}, Year = {1973}, Editor = {B. N. Petrov and F. C{\'a}ki}, Pages = {267-281}, Owner = {ralmond}, Timestamp = {2005.12.12} } @Article{AlOtaiba2011, Title = {Predicting First-Grade Reading Performance from Kindergarten Response to Tier 1 Instruction}, Author = {Al Otaiba, Stephanie and Folsom, Jessica S. and Schatschnneider, Chrisopher and Wanzek, Jeanne and Greulich, Luana and Meadows, Jane and Li, Zhi and Connor, Carol M.}, Journal = {Exceptional Children}, Year = {2011}, Number = {4}, Pages = {453--470}, Volume = {77} } @Article{Albert1992, Title = {{Bayesian} estimation of normal ogive item response curves using {Gibbs} sampling}, Author = {J. H. Albert}, Journal = {Journal of Educational Statistics}, Year = {1992}, Pages = {251-269}, Volume = {17}, Owner = {ralmond}, Timestamp = {2005.12.12} } @Article{AlevenKoedinger2002, Title = {An effective metacognitive strategy: learning by doing and explaining with a computer-based Cognitive Tutor}, Author = {Aleven, V. and Koedinger, K. R.}, Journal = {Cognitive Science}, Year = {2002}, Month = {Mar-Apr}, Number = {2}, Pages = {147-179}, Volume = {26}, Abstract = {Recent studies have shown that self-explanation is an effective metacognitive strategy, but how can it be leveraged to improve students' learning in actual classrooms? How do instructional treatments that emphasizes self-explanation affect students' learning, as compared to other instructional treatments? We investigated whether self-explanation can be scaffolded effectively in a classroom environment using a Cognitive Tutor, which is intelligent instructional software that supports guided learning by doing. In two classroom experiments, we found that students who explained their steps during problem-solving practice with a Cognitive Tutor learned with greater understanding compared to students who did not explain steps. The explainers better explained their solutions steps and were more successful on transfer problems. We interpret these results as follows: By engaging in explanation, students acquired better-integrated visual and verbal declarative knowledge and acquired less shallow procedural knowledge, The research demonstrates that the benefits of self-explanation can be achieved in a relatively simple computer-based approach that scales well for classroom use. (C) 2002 Cognitive Science Society, Inc. All rights reserved.}, ISSN = {0364-0213}, Unique-id = {ISI:000175489400001} } @TechReport{PAlmond2012, Title = {Technical considerations for developing asssssments that include special populations and are based on organized learning models}, Author = {Almond, P and Kingston, N and Michaels, H and Roeber, E and Warren, S and Winter, P and Mark, C}, Institution = {{SRI} {I}nternational and {C}enter for {E}ducational {T}esting and {E}valuation ({CETE})}, Year = {2012}, Number = {Symposium 2011 Topic 3}, Type = {White Paper}, Owner = {ralmond}, Timestamp = {2015.06.09} } @InCollection{ECDRethink, Title = {Using Evidence Centered Design to Think about Assessments}, Author = {Almond, Russell G.}, Booktitle = {Innovative Assessment for the 21st Century: Supporting Educational Needs.}, Publisher = {Springer}, Year = {2010}, Editor = {Shute, Valerie J. and Becker, Betsy J.}, Pages = {75--100}, Doi = {10.1007/978-1-4419-6530-1_6}, Keywords = {Collection, 2009Papers}, Owner = {ralmond}, Timestamp = {2009.11.05} } @Manual{RNetica, Title = {{RNetica}: Binding the {Netica} {API} in {R}}, Author = {Almond, Russell G.}, Edition = {0-3.4}, Month = {Aug}, Note = {Open source software package}, Organization = {Florida State University, College of Education}, Year = {2013}, Keywords = {Software, online}, Owner = {ralmond}, Timestamp = {2015.05.18}, Url = {http://pluto.coe.fsu.edu/RNetica/RNetica.html} } @Article{matrix2IJAR, Title = {`{I} can name that {Bayesian} Network in Two Matrixes'}, Author = {Almond, Russell G.}, Journal = {International Journal of Approximate Reasoning}, Year = {2010}, Pages = {167--178}, Volume = {51}, Doi = {10.1016/j.ijar.2009.04.005}, Keywords = {2009Papers,Articles}, Url = {http://dx.doi.org/10.1016/j.ijar.2009.04.005} } @TechReport{PFEM, Title = {Estimating Parameters of Periodic Assessment Models}, Author = {Almond, R. G.}, Institution = {Educational Testing Service}, Year = {2009}, Number = {To appear}, Type = {Research Report}, Keywords = {2007Papers,2008Papers,2009Papers}, Owner = {ralmond}, Timestamp = {2007.10.19} } @TechReport{music, Title = {An Illustration of the Use of {Markov} Decision Processes to Represent Student Growth (Learning)}, Author = {Almond, Russell G.}, Institution = {{ETS} Research Report}, Year = {2007}, Number = {RR-07-40}, Keywords = {2007Papers}, Owner = {ralmond}, Timestamp = {2006.03.13}, Url = {http://www.ets.org/research/researcher/RR-07-40.html} } @Article{musicTICL, Title = {Cognitive Modeling to Represent Growth (Learning) Using {Markov} Decision Processes}, Author = {Almond, Russell G.}, Journal = {Technology, Instruction, Cognition and Learning ({TICL})}, Year = {2007}, Pages = {313--324}, Volume = {5}, Keywords = {2007Papers}, Owner = {ralmond}, Url = {http://www.oldcitypublishing.com/TICL/TICL.html} } @Unpublished{match, Title = {Using Evidence Models to Aggregate Information}, Author = {Almond, Russell G}, Note = {White Paper developed for {ONR} call for suggestions about the future of assessment.}, Year = {2002}, Keywords = {TechReports, ralmond}, Owner = {ralmond}, Timestamp = {2006.02.16}, Url = {http://ralmond.net/pubs/matchwhite.pdf} } @InProceedings{QTIAlmond, Title = {Question and test interoperability in the new millennium}, Author = {Almond, Russell G.}, Booktitle = {International Meeting of the Psychometric Society}, Year = {2001}, Keywords = {Proceedings}, Owner = {ralmond}, Timestamp = {2005.12.17} } @Book{Almond1995, Title = {Graphical Belief Modeling}, Author = {R[ussell] G. Almond}, Publisher = {Chapman and Hall}, Year = {1995}, ISBN = {0-412-06661-0}, Keywords = {Books}, Owner = {ralmond}, Timestamp = {2005.12.16}, Url = {http://www.crcpress.com/product/isbn/9780412066610} } @Unpublished{Hypergraph, Title = {Hypergraph grammars for knowledge based model construction}, Author = {Almond, Russell G.}, Note = {{StatSci} Research Report 23}, Year = {1995}, Keywords = {TechReports, ralmond}, Owner = {ralmond}, Timestamp = {2005.12.18}, Url = {http://ralmond.net/pubs/grammar2.pdf} } @InProceedings{Almond1993, Title = {Lack of Information Based Control in Expert Systems.?}, Author = {Almond, Russell G.}, Booktitle = {Artificial Intelligence Frontiers in Statistics: {AI} and Statistics III}, Year = {1993}, Publisher = {Chapman and Hall}, Series = {82-89}, Owner = {jbabula}, Timestamp = {2005.12.19} } @InCollection{Almond1994, Title = {Reuse and sharing of graphical belief network components}, Author = {Almond, Russell G. and Bradshaw, J. M. and Madigan, D.}, Booktitle = {Selecting Models from Data: Artificial Intelligence and Statistics IV}, Publisher = {Springer-Verlag}, Year = {1994}, Editor = {P. Cheeseman and W. Oldford}, Pages = {113-122}, Keywords = {Collection, ralmond}, Owner = {ralmond}, Timestamp = {2005.12.17}, Url = {http://ralmond.net/pubs/ontology.pdf} } @InProceedings{DiBelloSamejima, Title = {Models for Conditional Probability Tables in Educational Assessment}, Author = {Almond, Russell G. and DiBello, L. and Jenkins, F. and Mislevy, Robert J. and Senturk, D. and Steinberg, L. S. and Yan, D.}, Booktitle = {Artificial {I}ntelligence and {S}tatistics 2001}, Year = {2001}, Editor = {Jaakkola, T. and Richardson, T.}, Pages = {137-143}, Publisher = {Morgan Kaufmann}, Keywords = {Proceedings}, Owner = {ralmond}, Timestamp = {2005.12.16} } @Article{JEMBayes, Title = {Modeling Diagnostic Assessment with {Bayesian} Networks}, Author = {Almond, Russell G. and DiBello, Louis V. and Moulder, Brad and Zapata-Rivera, Juan-Diego}, Journal = {Journal of Educational Measurement}, Year = {2007}, Number = {4}, Pages = {341-359}, Volume = {44}, Keywords = {2007Papers}, Owner = {ralmond}, Timestamp = {2006.12.19} } @Misc{ICTWeb, Title = {{ICT} Model Repository}, Author = {Almond, Russell G. and Hemat, Lisa A.}, HowPublished = {Unpublished archive of models used in research for the {ETS} {ICT} Program.}, Year = {2005}, Keywords = {Documentation, 2005Papers}, Owner = {ralmond}, Timestamp = {2005.12.20}, Url = {http://research.ets.org/~ralmond/ICT} } @InProceedings{EMSMTransfer, Title = {Transfer of information between system and evidence models}, Author = {Almond, Russell G. and Herskovits, E. and Mislevy, Robert J. and Steinberg, L. S.}, Booktitle = {Artificial Intelligence and Statistics 99}, Year = {1999}, Editor = {Heckerman, D. and Whittaker, J.}, Pages = {181-186}, Keywords = {Collection}, Owner = {ralmond}, Timestamp = {2005.12.16} } @InProceedings{Almond2013, Title = {Debugging the Evidence Chain}, Author = {Russell G. Almond and Yoon Jeon Kim and Valerie J. Shute and Matthew Ventura}, Booktitle = {Proceedings of the 2013 UAI Application Workshops: Big Data meet Complex Models and Models for Spatial, Temporal and Network Data ({UAI2013AW})}, Year = {2013}, Address = {Aachen}, Editor = {Russell G. Almond and Ole Mengshoel}, Number = {1024}, Pages = {1--10}, Series = {CEUR Workshop Proceedings}, Eventdate = {2013-07-15}, ISSN = {1613-0073}, Keywords = {Gates, Paper2013}, Owner = {ralmond}, Timestamp = {2015.05.18}, Url = {http://ceur-ws.org/Vol-1024/paper-01.pdf}, Venue = {Bellvue, Washington, USA} } @Article{TaskModelsMeasurement, Title = {How Task Features Impact Evidence from Assessments Embedded in Simulations and Games}, Author = {Almond, R. G. and Kim, Y. J. and Velasquez, G. and Shute, V. J.}, Journal = {Measurement: Interdisciplinary Research and Perspectives}, Year = {2014}, Note = {with Discussion}, Number = {1--2}, Pages = {1--33}, Volume = {12}, Doi = {10.1080/15366367.2014.910060}, Keywords = {2014Papers, 2013Paper, Gates, Articles, Recent}, Owner = {ralmond}, Timestamp = {2015.06.07} } @Article{TaskModelsMeasurementRejoinder, Title = {Rejoinder to Comments on Task Features in Simulations and Games}, Author = {Almond, R. G. and Kim, Y. J. and Velasquez, G. and Shute, V. J.}, Journal = {Measurement: Interdisciplinary Research and Perspectives}, Year = {2014}, Note = {with Discussion}, Number = {3}, Pages = {118--124}, Volume = {12}, Doi = {10.1080/15366367.2014.939528}, Keywords = {2014Papers, 2013Paper, Gates, Articles}, Owner = {ralmond}, Timestamp = {2014.11.14} } @TechReport{AlmondTree, Title = {Some heuristics for building an optimal tree of cliques from a graph or hypergraph}, Author = {Almond, Russell G. and Kong, C-T. A.}, Institution = {University of Chicago, Department of Statistics}, Year = {1991}, Note = {{Finn Jensen} dubbed the tree produced by this algorithm as the "{Almond} Tree."}, Number = {329}, Type = {Research Report}, Keywords = {TechReports, ralmond}, Owner = {ralmond}, Timestamp = {2005.12.20}, Url = {http://ralmond.net/pubs/akong.pdf} } @Unpublished{calibrate, Title = {A framework for calibrating evidence models}, Author = {Almond, Russell G. and Matukhin, A. and Steinberg, L. and Sinharay , S. and Williamson, D. M. and Yan, D.}, Note = {Unpublished {StatShop} documentation}, Year = {2002}, Keywords = {Documentation}, Owner = {ralmond}, Timestamp = {2005.12.17} } @Unpublished{eaf, Title = {A Framework for Evidence Accumulation}, Author = {Almond, Russell G. and Matukhin, A. and Steinberg, L. and Williamson, D. M. and Yan, D}, Note = {Unpublished {StatShop} design documentation}, Year = {2002}, Keywords = {Documentation}, Owner = {ralmond}, Timestamp = {2005.12.17} } @Article{EMSM, Title = {Graphical models and computerized adaptive testing}, Author = {Almond, Russell G. and Mislevy, Robert J.}, Journal = {Applied Psychological Measurement}, Year = {1999}, Pages = {223-238}, Volume = {23}, Keywords = {Articles}, Owner = {ralmond}, Timestamp = {2005.12.16} } @InProceedings{Taipei98, Title = {A multivariate framework for educational testing}, Author = {Almond, Russell G. and Mislevy, Robert J. and Steinberg, L. S.}, Booktitle = {Taipei International Statistics Symposium}, Year = {1998}, Keywords = {Proceedings}, Owner = {ralmond}, Timestamp = {2005.12.18} } @Book{bninea, Title = {{Bayesian} Networks in Educational Assessment}, Author = {Russell G. Almond and Robert J. Mislevy and Linda S. Steinberg and Duanli Yan and David M. Williamson}, Publisher = {Springer}, Year = {2015}, ISBN = {978-1-4939-2124-9}, Keywords = {Books, 2015Papers, Recent}, Owner = {ralmond}, Timestamp = {2005.12.20} } @Unpublished{anchorNCME, Title = {Using anchor sets to identify scale and location of latent variables}, Author = {Almond, Russell G. and Mislevy, Robert J. and Yan, Duanli}, Note = {Paper presented at Annual meeting of the {National} {Council} on {Measurement} in {Education} ({NCME})}, Year = {2007}, Address = {Chicago, IL}, Keywords = {Review, 2006Papers, 2007Papers, Presentations}, Owner = {ralmond}, Timestamp = {2005.12.20} } @Unpublished{anchor, Title = {Using anchor sets to identify scale and location of latent variables}, Author = {Almond, Russell G. and Mislevy, Robert J. and Yan, Duanli}, Note = {Manuscript in preparation.}, Year = {2006}, Keywords = {Review, 2005Papers}, Owner = {ralmond}, Timestamp = {2005.12.20} } @InProceedings{UAIlocal, Title = {Models for local dependence among observable outcome variables}, Author = {Russell G. Almond and Joris Mulder}, Booktitle = {Third Annual {Bayesian} Application Workshop at the 2005 Uncertainty in Artificial Intelligence Application Workshop}, Year = {2005}, Keywords = {Proceedings, 2005Papers}, Owner = {ralmond}, Timestamp = {2005.12.20} } @Article{localDependenceJEBS, Title = {{Bayesian} Network Models for Local Dependence among Observable Outcome Variables}, Author = {Almond, Russell G. and Joris Mulder and Lisa A. Hemat and Duanli Yan}, Journal = {Journal of Educational and Behavioral Statistics}, Year = {2009}, Number = {4}, Pages = {491--521}, Volume = {34}, Doi = {10.3102/1076998609332751}, Keywords = {2008Papers, Articles}, Owner = {ralmond}, Timestamp = {2005.12.20} } @TechReport{localDependence, Title = {Models for local dependence among observable outcome variables}, Author = {Russell G. Almond and Joris Mulder and Lisa A. Hemat and Duanli Yan}, Institution = {Educational Testing Service}, Year = {2006}, Number = {RR-06-36}, Type = {{ETS} Research Report}, Keywords = {Review, 2005Papers}, Owner = {ralmond}, Timestamp = {2005.12.20}, Url = {http://www.ets.org/research/researcher/RR-06-36.html} } @Article{teachersView, Title = {{Bayesian} Networks: A Teacher's View}, Author = {Almond, Russell G. and Shute, Valerie J. and Underwood, Jody S. and Zapata-Rivera, Juan-Diego}, Journal = {International Journal of Approximate Reasoning}, Year = {2009}, Pages = {450--460}, Volume = {50}, Doi = {10.1016/j.ijar.2008.04.011}, Keywords = {2007Papers, Articles, 2008Papers, 2009Papers, Recent}, Owner = {ralmond}, Timestamp = {2006.07.19} } @InProceedings{teachersView2006, Title = {{Bayesian} Networks: A Teacher's View}, Author = {Almond, Russell G. and Shute, Valerie J. and Underwood, Jody S. and Zapata-Rivera, Juan-Diego}, Booktitle = {Proceedings of the 4th {Bayesian} Modeling Applications Workshop}, Year = {2006}, Note = {Held in conjunction with the 22nd Conference on Uncertainty in Artificial Intelligence ({UAI}-2006)}, Keywords = {2006Papers, Proceedings}, Owner = {ralmond}, Timestamp = {2006.07.19} } @InCollection{Proc4Reuse, Title = {A Framework for Reusing Assessment Components}, Author = {Almond, Russell G. and Steinberg, Linda S. and Mislevy, Robert J.}, Booktitle = {New Developments in Psychometrics}, Publisher = {Springer}, Year = {2002}, Editor = {Yanai, H. and Okada. A. and Shigemasu, K. and Kano, Y. and Meulman, J. J.}, Pages = {281-288}, Keywords = {Collection}, Owner = {ralmond}, Timestamp = {2005.12.16} } @Article{Proc4, Title = {Enhancing the design and delivery of assessment systems: A four-process architecture}, Author = {Almond, Russell G. and Steinberg, Linda S. and Mislevy, Robert J.}, Journal = {Journal of Technology , Learning, and Assessment}, Year = {2002}, Pages = {(online)}, Volume = {1}, Keywords = {Articles, online}, Owner = {ralmond}, Timestamp = {2005.12.16}, Url = {http://www.jtla.org/} } @InProceedings{Maryland2001, Title = {The Four Process Assessment Delivery Architecture.}, Author = {Russell G. Almond and L. S. Steinberg and Robert J. Mislevy}, Booktitle = {Cognition and Assessment: Theory to Practice}, Year = {2001}, Month = {August}, Organization = {University of Maryland}, Keywords = {Proceedings}, Owner = {ralmond}, Timestamp = {2005.12.17} } @Misc{StatShopPatent, Title = {Method and system for calibrating evidence models}, Author = {Almond, Russell G. and Steinberg, Linda S. and Sinharay}, HowPublished = {U. S. Patent Application}, Note = {Attorney Docket No. 122467.03601, Pepper Hamilton.}, Year = {Pending}, Keywords = {Patents, 2005Papers}, Owner = {ralmond}, Timestamp = {2005.12.20} } @Article{P4Studies, Title = {Parameter Recovery Studies with a Diagnostic {Bayesian} Network Model}, Author = {Almond, R. G. and Yan, D. and Hemat, L. A.}, Journal = {Behaviormetrika}, Year = {2008}, Number = {2}, Pages = {159--185}, Volume = {35}, Keywords = {Articles, 2006Papers, 2008Papers, Recent}, Owner = {ralmond}, Timestamp = {2005.12.20} } @TechReport{StatShopTesting, Title = {{StatShop} Testing}, Author = {Almond, Russell G. and Yan, Duanli and Matukhin, Alexander and Chang, Denise}, Institution = {Educational Testing Service}, Year = {2006}, Number = {RM-06-04}, Type = {Research Memorandum}, Keywords = {Review, 2005Papers}, Owner = {ralmond}, Timestamp = {2005.12.19} } @Article{Andersen1996, Title = {A characterization of {Markov} equivalence classes for acyclic digraphs}, Author = {Andersen, S. A. and Madigan, D. and Perlman, M. D.}, Journal = {Annals of Statistics}, Year = {1996}, Pages = {505-41}, Volume = {25}, Owner = {jbabula}, Timestamp = {2005.12.16} } @InProceedings{Andersen1996a, Title = {An Alternative {Markov} Property for Chain Graphs}, Author = {Andersen, S. A. and Madigan, D. and Perlman, M. 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D. and Vastag, G.}, Journal = {European Journal of Operational Research}, Year = {2004}, Number = {1}, Pages = {92--109}, Volume = {156}, Doi = {10.1016/s0377-2217(02)00904-9} } @InProceedings{MUNIN, Title = {MUNIN---A causal probabilistic network for interpretation of elecromyographic findings.}, Author = {Andreassen, S. and Woldbye, M. and Falck, B. and Andersen, S. }, Booktitle = {Proceedings of the 10th International Joint Conference on Artificial Intelligence}, Year = {1987} } @InCollection{andrich1985, Title = {A latent trait model for items with response dependencies: Implications for test construction and analysis}, Author = {Andrich, David}, Booktitle = {Test design: Developments in psychology and psychometrics}, Publisher = {Academic Press}, Year = {1985}, Editor = {Embretson, Susan E}, Pages = {245--275} } @Article{eRater, Title = {Automated essay scoring with e-rater{\textregistered} V. 2.0}, Author = {Attali, Y. and Burstein, J.}, Journal = {The Journal of Technology, Learning, and Assessment}, Year = {2006}, Number = {3}, Pages = {13--18}, Volume = {4}, Url = {http://escholorship.bc.edu/jtla/vol4/3/} } @Article{Bacchetti1993, Title = {Backcalculation of {HIV} infection rates (with discussion)}, Author = {Bacchetti, P. and M. R. Segal and N. P. Jewell}, Journal = {Statistical Sciences}, Year = {1993}, Pages = {82-119}, Volume = {8}, Owner = {jbabula}, Timestamp = {2005.12.16} } @Book{bachman1996, Title = {Language testing in practice: Designing and developing useful language tests}, Author = {Bachman, Lyle F and Palmer, Adrian S}, Publisher = {oxford university press}, Year = {1996}, Volume = {1} } @Manual{CoCoR, Title = {CoCo: Graphical modelling by CoCo}, Author = {Jens Henrik Badsberg}, Note = {R package version 0.1.7.4}, Year = {2007}, Url = {http://www.badsberg.eu} } @Article{CoCo, Title = {A Guide to {CoCo}}, Author = {Jens Henrik Badsberg}, Journal = {Journal of Statistical Software}, Year = {2001}, Month = {6}, Number = {4}, Pages = {??--??}, Volume = {6}, Accepted = {2001-06-01}, Bibdate = {2001-06-01}, Coden = {JSSOBK}, Day = {1}, ISSN = {1548-7660}, Submitted = {1999-01-28}, Url = {http://www.jstatsoft.org/v06/i04} } @Article{Bafumi2005, Title = {Practial Issues in Implementing and Understanding Bayesian Ideal Point Estimation}, Author = {Bafumi, Joeseph and Gelman, Andrew and Park, David K. and Kaplan, Noah}, Journal = {Political Analysis}, Year = {2005}, Pages = {171-187}, Volume = {13}, Doi = {10.1093/pan/mpi010} } @InCollection{Baker2010, Title = {Contextual slip and prediction of student performance after use of an intelligent tutor}, Author = {d Baker, Ryan SJ and Corbett, Albert T and Gowda, Sujith M and Wagner, Angela Z and MacLaren, Benjamin A and Kauffman, Linda R and Mitchell, Aaron P and Giguere, Stephen}, Booktitle = {User Modeling, Adaptation, and Personalization}, Publisher = {Springer}, Year = {2010}, Editor = {De Bra, Paul and Kobsa, A. and Chin, David}, Pages = {52--63} } @TechReport{Baldwin2008, Title = {Guidelines for constructed-responses and other performance assessments}, Author = {Baldwin, D. and Fowles, M. and Livingston, S.}, Institution = {ETS}, Year = {2008}, Number = {RR-07-02}, Type = {Research Report}, Owner = {ralmond}, Timestamp = {2009.10.02}, Url = {http://www.ets.org/Media/About_ETS/pdf/8561_ConstructedResponse_guidelines.pdf} } @Book{Barr1982, Title = {Handbook of Artificial Intelligence}, Author = {Barr, A. and Feigenbaum, E.}, Publisher = {Wadsworth International}, Year = {1982}, Volume = {2} } @Article{Bart1994, Title = {A diagnostic analysis of a proportional reasoning test item: An introduction to the properties of a semi-dense item}, Author = {Bart, W. 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I.}, Journal = {Applied Psychological Measurement}, Year = {1990}, Pages = {237--245}, Volume = {14} } @InCollection{BejarStandards, Title = {A prospective, predictive and progressive approach to standard setting}, Author = {Bejar, I. I. and Braun, H. and Tannenbaum, R}, Booktitle = {Assessing and modeling cognitive development in school: Intellectual growth and standard setting}, Publisher = {{JAM} Press}, Year = {2007}, Editor = {R. W. Lissitz}, Pages = {1--30} } @InProceedings{Bellazi1991, Title = {Cytotoxic chemotherapy monitoring using stochastic simulation on graphical models}, Author = {Bellazi, R. and C. Berzuini and S. Quaglini and D. J. Spiegelhalter and M. 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D. and Aitkin, M.}, Journal = {Psychometrika}, Year = {1981}, Pages = {443-459}, Volume = {46}, Owner = {jbabula}, Timestamp = {2005.12.16} } @Article{bock1982adaptive, Title = {Adaptive EAP estimation of ability in a microcomputer environment}, Author = {Bock, R Darrell and Mislevy, Robert J}, Journal = {Applied psychological measurement}, Year = {1982}, Number = {4}, Pages = {431--444}, Volume = {6}, Publisher = {Sage Publications} } @Book{Bollen1989, Title = {Structural Equations with Latent Variables}, Author = {Bollen, K. 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A.}, Publisher = {Springer}, Year = {2001}, Edition = {Second Edition} } @Article{Brooks1998, Title = {General methods for monitoring convergence of iterative simulations}, Author = {Brooks, S. and Gelman, A.}, Journal = {Journal of Computational and Graphical Statistics}, Year = {1998}, Pages = {434-55}, Volume = {7}, Owner = {jbabula}, Timestamp = {2005.12.21} } @Book{Buchanan1984, Title = {Rule-Based Expert Systems: The {MYCIN} Experiments of the Stanford Heuristic Programming Project}, Author = {Buchanan, B. G. and E. H. Shortlife}, Publisher = {Addison-Wesley}, Year = {1984}, Owner = {jbabula}, Timestamp = {2005.12.21} } @Article{bunt2003, Title = {Probabilistic student modelling to improve exploratory behaviour}, Author = {Bunt, A. and Conati, C.}, Journal = {User Modeling and User-Adapted Interaction}, Year = {2003}, Number = {3}, Pages = {269--309}, Volume = {13}, Publisher = {Springer} } @InProceedings{Bunt02, Title = {Assessing effective exploration in open learning environments using {Bayesian} networks}, Author = {A Bunt and Conati, C.}, Booktitle = {Intelligent Tutoring Systems}, Year = {2002}, Keywords = {ITS}, Owner = {ralmond}, Timestamp = {2010.05.03} } @Article{Buntine1996, Title = {A guide to the literature on learning probabilistic networks from data}, Author = {Buntine, W. L.}, Journal = {{IEEE} Trans. on Knowledge and Data Engineering}, Year = {1996}, Pages = {195-210}, Volume = {8}, Owner = {jbabula}, Timestamp = {2005.12.22} } @Article{Buntine1994, Title = {Operations for Learning with Graphical Models}, Author = {Buntine, W. L.}, Journal = {Journal of Artificial Intelligence Research}, Year = {1994}, Pages = {159-225}, Volume = {2}, Owner = {jbabula}, Timestamp = {2005.12.22} } @InCollection{Burstein2013, Title = {4 The E-rater{\textregistered} Automated Essay Scoring System}, Author = {Burstein, Jill and Tetreault, Joel and Madnani, Nitin}, Booktitle = {Handbook of Automated Essay Evaluation: Current Applications and New Directions}, Publisher = {Routledge}, Year = {2013}, Editor = {Shermis, M. D. and J. Burstein, Jill}, Pages = {55�-67} } @Article{Cai2008, Title = {{SEM} of another flavour: Two new applications of the supplemented EM algorithm}, Author = {L. Cai}, Journal = {British Journal of Mathematical and Statistical Psychology}, Year = {2008}, Pages = {309--329}, Volume = {61}, Owner = {RMISLEVY}, Timestamp = {2012.11.21} } @Article{Cannings1978, Title = {Probability functions on complex pedigrees}, Author = {Cannings, C. and Thompson, E. A. and Skolnick, M. H.}, Journal = {Advances in Applied Probability}, Year = {1978}, Pages = {26-61}, Volume = {10}, Owner = {jbabula}, Timestamp = {2005.12.22} } @InCollection{Cassandra1997, Title = {Incremental pruning: A simple, fast, exact method for partially observable {Markov} decision processes}, Author = {Anthony R. Cassandra and Michael L. Littman and Nevin L. Zhang}, Booktitle = {Uncertainty in Artificial Intelligence: Proceedings of the Thirteenth Conference}, Publisher = {Morgan Kaufmann}, Year = {1997}, Editor = {Geiger, Dan and Shenoy, Prakash Pundalik}, Pages = {54-61}, Owner = {ralmond}, Timestamp = {2006.04.04}, Url = {http://pompd.org/pomdp/papers/uai97.ps.gz} } @Manual{box2d, Title = {{Box2D} v2.2.0 User Manual}, Author = {Catto, Erin}, Note = {Downloaded July 25, 2012 from}, Organization = {{Box2D} Contributers}, Year = {2011}, Url = {http://box2d.org/} } @Article{CeleuxDiebolt1985, Title = {The {SEM} algorithm: a probabilistic teacher algorithm derived from the {EM} algorithm for the mixture problem.}, Author = {Celeux, G. and Diebolt, J.}, Journal = {Computational Statistics Quarterly}, Year = {1985}, Pages = {73--82}, Volume = {2} } @InProceedings{cen2006, Title = {Learning factors analysis--a general method for cognitive model evaluation and improvement}, Author = {Cen, Hao and Koedinger, Kenneth and Junker, Brian W}, Booktitle = {Intelligent Tutoring Systems}, Year = {2006}, Organization = {Springer}, Pages = {164--175} } @Article{Chaloner1983, Title = {Assessment of a Beta Prior Distribution: {PM} Elicitation}, Author = {Chaloner, Kathryn M. and Duncan, George T.}, Journal = {The Statistician}, Year = {1983}, Pages = {174-180}, Volume = {32}, Owner = {jbabula}, Timestamp = {2005.12.22} } @Book{ChambersS4, Title = {Programming with Data: A Guide to the {S} Language}, Author = {Chambers, John L.}, Publisher = {Springer}, Year = {2004}, Note = {``Green'' book.} } @Book{chapelle2008, Title = {Building a validity argument for the Test of English as a Foreign Language}, Author = {Chapelle, Carol and Enright, Mary and Jamieson, Joan}, Publisher = {Routledge}, Year = {2008} } @InCollection{Cheeseman1986, Title = {Uncertainty in Artificial Intelligence}, Author = {Cheeseman, P.}, Booktitle = {Probabilistic versus Fuzzy Reasoning}, Publisher = {Elsevier Science Publishers}, Year = {1986}, Editor = {Kanal, L. N. and J. F. Lemmer}, Pages = {85-102}, Owner = {jbabula}, Timestamp = {2005.12.22} } @Article{Chen1976, Title = {The Entity-Relationship Model --- Toward a Unified View of Data}, Author = {Chen, P. P-S.}, Journal = {{ACM} Transactions on Database Systems}, Year = {1976}, Pages = {9-36}, Volume = {1}, Owner = {jbabula}, Timestamp = {2005.12.22} } @Article{Chen1997, Title = {Local dependence indices for item pairs using item response theory}, Author = {Chen, W. H. and Thissen, D.}, Journal = {Journal of Educational and Behavioral Statistics}, Year = {1997}, Pages = {265--289}, Volume = {22}, Owner = {ralmond}, Timestamp = {2006.04.28} } @TechReport{Cheng2010complexity, Title = {Assessing Systems Thinking and Complexity in Science}, Author = {Cheng, B. H. and Ructtinger, L. and Fujii, R. and Mislevy, R.J.}, Institution = {SRI {I}nternational}, Year = {2010}, Address = {Menlo Park, CA}, Number = {7}, Type = {Large-{S}cale {A}ssessment {T}echnical {R}eport}, Url = {http://ecd.sri.com/downloads/ECD_TR7_Systems_Thinking_FL.pdf} } @InProceedings{Chickering1996, Title = {Learning equivalence classes of {Bayesian}-network structures}, Author = {Chickering, D.}, Booktitle = {Proceedings of the Eleventh Conference on Uncertainty in Artificial Intelligence}, Year = {1996}, Pages = {87-98}, Publisher = {Morgan Kaufmann}, Owner = {jbabula}, Timestamp = {2005.12.22} } @Article{ClevelandMcGill, Title = {Graphical perception: The visual decoding of quantitative information on graphical displays of data}, Author = {Cleveland, W. and McGill, R.}, Journal = {Journal of the Royal Statistical Society, Series A}, Year = {1987}, Pages = {192-229}, Volume = {150}, Owner = {ralmond}, Timestamp = {2006.04.19} } @Article{ClevelandLOWESS, Title = {{LOWESS}: A program for smoothing scatterplots by robust locally weighted regression}, Author = {Cleveland, W. S.}, Journal = {The American Statistician}, Year = {1981}, Pages = {54}, Volume = {35} } @InProceedings{close2012exploratory, Title = {An exploratory technique for finding the {Q}-matrix in cognitive diagnostic assessment: Combining theory with data}, Author = {Close, Catherine N and Davison, Mark L and Davenport, EC}, Booktitle = {Annual Meeting of the {N}ational {C}ouncil on {M}easurement in {E}ducation, {V}ancouver, {B}ritish {C}olumbia, {C}anada}, Year = {2012} } @InProceedings{Cobb2005, Title = {Hybrid {Bayesian} Networks with Linear Deterministic Variables}, Author = {Cobb, B. R. and Shenoy, P. P.}, Booktitle = {Proceedings of the Twenty-First Conference}, Year = {2005}, Editor = {F. Bacchus and T. Jaakkola}, Pages = {136-144}, Publisher = {AUAI Press}, Owner = {jbabula}, Timestamp = {2005.12.22} } @Article{Collis1995, Title = {The {British} {Army} {Recruit} {Battery} goes operational: From theory to practice in computer-based testing using item generation techniques}, Author = {Collis, J. M. and Tapsfield, P. G. C. and Irvine, S. H. and Dann, P. L. and Wright,D.}, Journal = {International Journal of Selection and Assessment}, Year = {1995}, Pages = {96-104}, Volume = {3}, Owner = {jbabula}, Timestamp = {2005.12.22} } @Article{conati2002, Title = {Using Bayesian networks to manage uncertainty in student modeling}, Author = {Conati, C. and Gertner, A. and Vanlehn, K.}, Journal = {User Modeling and User-Adapted Interaction}, Year = {2002}, Number = {4}, Pages = {371--417}, Volume = {12}, Publisher = {Springer} } @Article{Conati2009, Title = {Empirically building and evaluating a probabilistic model of user affect}, Author = {Conati, C. and Maclaren, H.}, Journal = {User Modeling and User-Adapted Interaction}, Year = {2009}, Pages = {267�-303}, Volume = {19} } @Manual{IMS2000, Title = {{IMS} Question \& Test Interoperability Information Model Specification}, Author = {{IMS} {Global} {Learning} {Consortium}}, Edition = {Version 1.0}, Note = {On-line document, retrieved May, 2000.}, Year = {2000}, Key = {IMS}, Url = {http://www.imsproject.org.} } @Article{Cooper1992, Title = {A {Bayesian} Method for the Induction of Probabilistic Networks from Data}, Author = {Cooper, Gregory F. and Herskovits, Edward}, Journal = {Machine Learning}, Year = {1992}, Pages = {309-347}, Volume = {9}, Owner = {jbabula}, Timestamp = {2005.12.22} } @Article{Copas1988, Title = {Binary Regression model for contaminated data}, Author = {Copas, J. B.}, Journal = {Journal of the Royal Statistics Society, Series B}, Year = {1988}, Pages = {225-265}, Volume = {50}, Url = {http://www.jstor.org/stable/2345763} } @Article{Copas1983, Title = {Plotting $p$ against $x$}, Author = {Copas, J. B.}, Journal = {Applied Statistics}, Year = {1983}, Pages = {25-31}, Volume = {32}, Url = {http://www.jstor.stable/2348040} } @Article{Corbett1994, Title = {Knowledge Tracing: {M}odeling the Acquisition of Procedural Knowledge}, Author = {Corbett, A. T. and Anderson, J. R.}, Journal = {User Modeling and User-Adapted Interaction}, Year = {1994}, Pages = {253-�278}, Volume = {4} } @Article{corcoran2009learning, Title = {Learning progressions in science}, Author = {Corcoran, Tom and Mosher, Frederic A and Rogat, Aaron}, Journal = {Consortium for Policy Research in Education (CPRE)}, Year = {2009}, Volume = {13} } @Article{CoupeGaag2002, Title = {Properties of sensitivity analysis of {Bayesian} belief networks}, Author = {Coup\'e, Veerle H. M. and {van der Gaag}, Linda C.}, Journal = {Annals of Mathematics and Artificial Intelligence}, Year = {2002}, Pages = {323--356}, Volume = {36} } @Article{Cowell1992, Title = {Fast Retraction of Evidence in a probabilistic expert system}, Author = {Cowell, R. G. and Dawid, A. P.}, Journal = {Statistics and Computing}, Year = {1992}, Pages = {36-41}, Volume = {2}, Owner = {jbabula}, Timestamp = {2005.12.22} } @Book{Cowell1999, Title = {Probabilistic Networks and Expert Systems}, Author = {Cowell, R. G. and Dawid, A. P. and Lauritzen, S. L. and Spiegelhalter, D. J.}, Publisher = {Springer}, Year = {1999}, Owner = {jbabula}, Timestamp = {2005.12.22} } @Article{Cowell1993, Title = {Sequential Model Criticism in Probabilistic Expert Systems}, Author = {Cowell, R. G. and Dawid, A. P. and Spiegelhalter, D. J.}, Journal = {{IEEE} Transaction of Pattern Analysis and Machine Intelligence}, Year = {1993}, Pages = {209-129}, Volume = {15}, Owner = {jbabula}, Timestamp = {2005.12.22} } @Book{CoxWermuth1996, Title = {Multivariate Dependencies: Models, analysis and interpretation}, Author = {Cox, D. R. and Wermuth, N.}, Publisher = {Chapman and Hall}, Year = {1996}, Owner = {jbabula}, Timestamp = {2005.12.22} } @InCollection{Cronbach1989, Title = {Intelligence: Measurement, theory, and public policy}, Author = {Cronbach, L. J.}, Booktitle = {Construct validation after thirty years}, Publisher = {University of Illinois Press.}, Year = {1989}, Editor = {R. L. Linn}, Pages = {147-171}, Owner = {jbabula}, Timestamp = {2005.12.22} } @Article{CrowleyMedvedeva2006, Title = {An intelligent tutoring system for visual classification problem solving}, Author = {Crowley, RS and Medvedeva, O}, Journal = {Artificial Intelligence In Medicine}, Year = {2006}, Month = {Jan}, Number = {1}, Pages = {85-117}, Volume = {36}, Abstract = {Objective: This manuscript describes the development of a general intelligent tutoring system for teaching visual classification problem solving. Materials and methods: The approach is informed by cognitive theory, previous empirical work on expertise in diagnostic problem-solving, and our own prior work describing the development of expertise in pathology. The architecture incorporates aspects of cognitive tutoring system and knowledge-based system design within the framework of the unified problem-solving method description language component model. Based on the domain ontology, domain task ontology and case data, the abstract problem-solving methods of the expert model create a dynamic solution graph. Student interaction with the solution graph is filtered through an instructional layer, which is created by a second set of abstract problem-solving methods and pedagogic ontologies, in response to the current state of the student model. Results: In this paper, we outline the empirically derived requirements and design principles, describe the knowledge representation and dynamic solution graph, detail the functioning of the instructional layer, and demonstrate two implemented interfaces to the system. Conclusion: Using the general visual classification tutor, we have created SlideTutor, a tutoring system for microscopic diagnosis of inflammatory diseases of skin. (c) 2005 Elsevier B.V. All rights reserved.}, Doi = {10.1016/j.artmed.2005.01.005}, ISSN = {0933-3657}, Keywords = {FindMe}, Unique-id = {ISI:000235242000006} } @TechReport{diez2006canonical, Title = {Canonical probabilistic models for knowledge engineering}, Author = {D{\i}ez, F Javier and Druzdzel, Marek J}, Institution = {Technical Report CISIAD-06-01, UNED, Madrid, Spain}, Year = {2006} } @InProceedings{Diez1993, Title = {Parameter adjustment in {Bayes} networks. The generalized noisy OR-gate.}, Author = {D\'\i{}ez, F. J.}, Booktitle = {In Uncertainty in Artificial Intelligence 93}, Year = {1993}, Editor = {Heckerman, D. and Mamdani, A.}, Pages = {99--105}, Publisher = {Morgan-Kaufmann}, Owner = {jbabula}, Timestamp = {2005.12.27} } @InProceedings{Daniel2003, Title = {A {Bayesian} Computational Model of Social Capital in Virtual Communities}, Author = {Daniel, B. and J.-D. Zapata-Rivera and G. McCalla}, Booktitle = {Proceedings of the First International Conference on Communities and Technologies: C \& T 2003.}, Year = {2003}, Publisher = {Kluwer Academic Publishers}, Owner = {jbabula}, Timestamp = {2005.12.27} } @Article{Darroch1980, Title = {{Markov} Fields and Log-Linear Interaction Models for Contingency Tables}, Author = {Darroch, J. N. and S. L. Lauritzen and T. P. Speed}, Journal = {The Annals of Statistics}, Year = {1980}, Pages = {522-539}, Volume = {8}, Owner = {jbabula}, Timestamp = {2005.12.27} } @Article{Dawid1992, Title = {Applications of a general propagation algorithm for probabilistic expert systems}, Author = {Dawid, A. P.}, Journal = {Statistics and Computing}, Year = {1992}, Pages = {25-36}, Volume = {2}, Owner = {jbabula}, Timestamp = {2005.12.27} } @Article{Dawid1979, Title = {Conditional independence in statistical theory}, Author = {Dawid, A. P.}, Journal = {Journal of the Royal Statistical Society, Series B}, Year = {1979}, Pages = {1-31}, Volume = {41}, Owner = {jbabula}, Timestamp = {2005.12.27} } @Article{Dawid1993, Title = {Hyper-{Markov} laws in the statistical analysis of decomposable graphical models}, Author = {Dawid, A. P. and Lauritzen, S. L.}, Journal = {Annals of Statistics}, Year = {1993}, Pages = {1272-1317}, Volume = {21}, Owner = {jbabula}, Timestamp = {2005.12.27} } @Book{Dayton1999, Title = {Latent Class Scaling Analysis}, Author = {Dayton, C. M.}, Publisher = {Sage}, Year = {1999}, Owner = {jbabula}, Timestamp = {2005.12.27} } @Book{DeFinetti, Title = {Teoria Delle Probabilit\`a}, Author = {De Finetti, B.}, Publisher = {Wiley classics Library}, Year = {1970}, Note = {Republished as in {English} as {Theory} of {Probability}, 1990}, Owner = {jbabula}, Timestamp = {2005.12.27}, Translators = {A. Machi, and A. F. M. Smith} } @Article{delaTorre2008, Title = {An Empirically Based Method of {Q}-Matrix Validation for the {DINA} Model: Development and Applications.}, Author = {{de la Torre}, Jimmy}, Journal = {Journal of Educational Measurement}, Year = {2008}, Pages = {343 - 362}, Volume = {45} } @Article{de2004higher, Title = {Higher-order latent trait models for cognitive diagnosis}, Author = {{de la Torre}, J. and Douglas, Jeffrey A}, Journal = {Psychometrika}, Year = {2004}, Pages = {333--353}, Volume = {69} } @Article{DeanKanazawa1989, Title = {A model for reasoning about persistence and causation}, Author = {Dean, T. and K. Kanazawa}, Journal = {Computer Intelligence}, Year = {1989}, Pages = {142--150}, Volume = {5}, Citeseercitationcount = {0}, Owner = {jbabula}, Timestamp = {2005.12.27} } @InCollection{Deane2012, Title = {Rethinking {K-12} Writing assessment}, Author = {Deane, P.}, Booktitle = {Writing assessment in the 21st century. Essays in honor of {Edward} {M.} White}, Publisher = {Hampton Press}, Year = {2012}, Editor = {Elliot, N. and Perelman, L.}, Pages = {87--100}, Owner = {ralmond}, Timestamp = {2014.06.05} } @Article{DeaneFactorAnalysis, Title = {What automated analyses of corpora can tell us about students' writing skills}, Author = {Deane, Paul and Quinlan, Thomas}, Journal = {Journal of Writing Research}, Year = {2010}, Number = {2}, Pages = {151--177}, Volume = {2} } @Book{DeGroot1970, Title = {Optimal Statistical Decisions}, Author = {DeGroot, M. H.}, Publisher = {McGraw--Hill}, Year = {1970}, Owner = {jbabula}, Timestamp = {2005.12.27} } @InProceedings{Dekhtyar2005, Title = {Adaptive decision support for planning under hard and soft constraints}, Author = {Dekhtyar, A. and Finkel, R. and Goldsmith, J. and Goldstein, B. and Isenhour, C.}, Booktitle = {Challenges to decision support in a changing world: Papers from 2005 {AAAI} Spring Symposium}, Year = {2005}, Editor = {M. J. Druzdzel and T.-Y. Leong}, Publisher = {AAAI Press}, Optaddress = {Menlo Park, CA}, Optnote = {(Technical Rep. No. SS-05-02)}, Url = {http://www.cs.engr.uky.edu/~goldsmit/papers/wtw1.pdf } } @Article{welfaretoworkIJAR, Title = {Planning for success: The interdisciplinary approach to building {Bayesian} models}, Author = {Dekhtyar, Alex and Goldsmith, Judy and Goldstein, Beth and Mathias, Kevin Krol and Isenhour, Cynthia}, Journal = {International Journal of Approximate Reasoning}, Year = {2010}, Pages = {416--426}, Volume = {50} } @Article{deming1940, Title = {On a least squares adjustment of a sampled frequency table when the expected marginal totals are known}, Author = {Deming, W Edwards and Stephan, Frederick F}, Journal = {The Annals of Mathematical Statistics}, Year = {1940}, Number = {4}, Pages = {427--444}, Volume = {11}, Publisher = {Institute of Mathematical Statistics} } @InCollection{Dempster1990, Title = {{Bayes}, {Fisher} and Belief Functions}, Author = {Dempster, A. P.}, Booktitle = {{Bayesian} Likelihood Methods in Statistics and Econometrics}, Publisher = {Elsevier Science Publications}, Year = {1990}, Address = {Amsterdam}, Editor = {Geisser, S. and Hodges, J. S. and Press, S. J. and Zellner, A.}, Pages = {35--47} } @Article{Dempster1972, Title = {Covariance Selection}, Author = {Dempster, A. P.}, Journal = {Biometrics}, Year = {1972}, Pages = {157-175}, Volume = {28}, Owner = {jbabula}, Timestamp = {2005.12.27} } @Article{Dempster1968, Title = {A Generalization of {Bayesian} Inference (with discussion)}, Author = {Dempster, A. P.}, Journal = {Journal of the Royal Statistical Society, Series B}, Year = {1968}, Pages = {205-247}, Volume = {30}, Owner = {jbabula}, Timestamp = {2005.12.27} } @Article{Dempster1977, Title = {Maximum likelihood from incomplete data via the EM algorithm}, Author = {Dempster, A. P. and Laird, N. and Rubin, D. B.}, Journal = {JRSS B}, Year = {1977}, Pages = {1-38}, Volume = {39}, Owner = {jbabula}, Timestamp = {2005.12.27} } @Article{gRbase2005, Title = {A Common Platform for Graphical Models in {R}: The {gRbase} Package}, Author = {Dethlefsen, Claus and H{\o}jsgaard, S{\o}ren}, Journal = {Journal of Statistical Software}, Year = {2005}, Number = {17}, Pages = {12}, Volume = {14}, Url = {http://www.jstatsoft.org/v14/i17} } @Book{MarketBasket, Title = {Investigating District-Level and Market-Basket Reporting}, Author = {DeVito, P. J. and Koenig, J. A.}, Publisher = {National Research Council}, Year = {2000}, ISBN = {0-309-07128-3}, Owner = {jbabula}, Timestamp = {2005.12.27}, Url = {http://www.nap.edu/catalog/9891.html} } @InBook{dicerbo2012, Title = {Implications of the digital ocean on current and future assessment}, Author = {DiCerbo, K E and Behrens, J T}, Editor = {Lissitz, R. L. and Jiao, H.}, Pages = {273--306}, Publisher = {Lawrence Erlbaum Associates}, Year = {2012}, Booktitle = {Computers and their impact on state assessment} } @Book{Doucet2001, Title = {Sequential {Monte} {Carlo} Methods in Practice}, Author = {Doucet, Arnaud and {de Freitas}, Nando and Gordon, Neil}, Publisher = {Springer}, Year = {2001}, Booktitle = {Sequential {Monte} {Carlo} Methods in Practice}, Owner = {ralmond}, Timestamp = {2006.05.23} } @Article{Draper1995, Title = {Assessment and Propagation of Model Uncertainty}, Author = {Draper, David}, Journal = {JRSS B}, Year = {1995}, Pages = {45-98}, Volume = {57}, Owner = {jbabula}, Timestamp = {2005.12.27} } @TechReport{Draper1987, Title = {A research agenda for assessment and propagation of model uncertainty}, Author = {Draper, D. and Hodges, J. S. and Leamer, E. E. and Morris, C. N. and Rubin, D. B.}, Institution = {The RAND Corporation}, Year = {1987}, Number = {N-2683-RC}, Type = {Rand Note}, Owner = {jbabula}, Timestamp = {2005.12.27} } @Article{dwyer1998psychometrics, Title = {Psychometrics of Praxis III: Classroom performance assessments}, Author = {Dwyer, Carol Anne}, Journal = {Journal of Personnel Evaluation in Education}, Year = {1998}, Number = {2}, Pages = {163--187}, Volume = {12}, Publisher = {Springer} } @InProceedings{EatonMurphy2007, Title = {{Bayesian} structure learning using dynamic programming and {MCMC}}, Author = {Eaton, D. and Murphy, K.}, Booktitle = {Uncertainty in Artificial Intelligence: Proceedings of the Twenty-Third Conference}, Year = {2007}, Editor = {Parr, R. and {van der Gaag}, L.}, Pages = {101--108}, Publisher = {AUAI Press}, Owner = {ralmond}, Timestamp = {2007.08.07} } @Unpublished{MIM, Title = {The {MIM} Web Site}, Author = {Edwards, David}, Note = {Downloaded May 28, 2008}, Year = {2008}, Url = {http://www.hypergraph.dk} } @Book{Edwards1995, Title = {Introduction to graphical modelling}, Author = {Edwards, D.}, Publisher = {Springer-Verlag.}, Year = {1995}, Owner = {jbabula}, Timestamp = {2005.12.27} } @Article{Edwards1990, Title = {Hierarchical Interaction Models}, Author = {Edwards, D.}, Journal = {Journal of the Royal Statistical Society, Series B}, Year = {1990}, Pages = {3-20}, Volume = {52}, Owner = {jbabula}, Timestamp = {2005.12.27} } @Article{Edwards1983, Title = {The Analysis of Contingency Tables by Graphical Models}, Author = {Edwards, D. and S. Kreiner}, Journal = {Biometrika}, Year = {1983}, Pages = {553-565}, Volume = {70}, Owner = {jbabula}, Timestamp = {2005.12.27} } @Article{Efron1979, Title = {Bootstrap methods: another look at the jackknife}, Author = {Efron, Bradley}, Journal = {The Annals of Statistics}, Year = {1979}, Pages = {1--26} } @Article{Eid2002, Title = {A closer look at the measurement of change: Integrating latent state-trait models into the general framework of latent mixed {Markov} modeling}, Author = {Eid, Michael}, Journal = {Methods of Psychological Research Online}, Year = {2002}, Url = {http://www.mpr-online.de} } @Article{ElSaadawi2008, Title = {A natural language intelligent tutoring system for training pathologists: implementation and evaluation}, Author = {El Saadawi, Gilan M. and Tseytlin, Eugene and Legowski, Elizabeth and Jukic, Drazen and Castine, Melissa and Fine, Jeffrey and Gormley, Robert and Crowley, Rebecca S.}, Journal = {Advances In Health Sciences Education}, Year = {2008}, Month = {Dec}, Number = {5}, Pages = {709-722}, Volume = {13}, Abstract = {Introduction We developed and evaluated a Natural Language Interface (NLI) for an Intelligent Tutoring System (ITS) in Diagnostic Pathology. The system teaches residents to examine pathologic slides and write accurate pathology reports while providing immediate feedback on errors they make in their slide review and diagnostic reports. Residents can ask for help at any point in the case, and will receive context-specific feedback. Research questions We evaluated (1) the performance of our natural language system, (2) the effect of the system on learning (3) the effect of feedback timing on learning gains and (4) the effect of ReportTutor on performance to self-assessment correlations. Methods The study uses a crossover 2 x 2 factorial design. We recruited 20 subjects from 4 academic programs. Subjects were randomly assigned to one of the four conditions-two conditions for the immediate interface, and two for the delayed interface. An expert dermatopathologist created a reference standard and 2 board certified AP/CP pathology fellows manually coded the residents' assessment reports. Subjects were given the opportunity to self grade their performance and we used a survey to determine student response to both interfaces. Results Our results show a highly significant improvement in report writing after one tutoring session with 4-fold increase in the learning gains with both interfaces but no effect of feedback timing on performance gains. Residents who used the immediate feedback interface first experienced a feature learning gain that is correlated with the number of cases they viewed. There was no correlation between performance and self-assessment in either condition.}, Doi = {10.1007/s10459-007-9081-3}, ISSN = {1382-4996}, Keywords = {Fin}, Unique-id = {ISI:000261749500013} } @InProceedings{elidan00discovering, Title = {Discovering Hidden Variables: A Structure-Based Approach}, Author = {Gal Elidan and Noam Lotner and Nir Friedman and Daphne Koller}, Booktitle = {Advances in Neural Information Processing Systems 13, Papers from Neural Information Processing Systems ({NIPS}) 2000}, Year = {2000}, Editor = {Todd K. Leen and Thomas G. Dietterich and Volker Tresp}, Pages = {479-485}, Publisher = {MIT Press}, LastChecked = {2009-10-14}, Url = {http://www-robotics.stanford.edu/~koller/Papers/Elidan+al:NIPS00.pdf} } @InCollection{Embretson1993, Title = {Test Theory for a New Generation of Tests}, Author = {Embretson, S. E.}, Booktitle = {Psychometric models for learning and cognitive processes}, Publisher = {Laurence Erlbaum Associates}, Year = {1993}, Editor = {N. Frederiksen and Robert J. Mislevy and I. I. Bejar}, Pages = {125-150}, Owner = {jbabula}, Timestamp = {2005.12.28} } @Article{Embretson1999, Title = {Generating items during testing: Psychometric issues and models}, Author = {Embretson, S. E.}, Journal = {Psychometrica}, Year = {1999}, Pages = {407-433}, Volume = {64} } @Article{Embretson1998, Title = {A cognitive design system approach to generating valid tests: Application to abstract reasoning}, Author = {Embretson, S. E.}, Journal = {Psychological Methods}, Year = {1998}, Pages = {380-396}, Volume = {3}, Owner = {jbabula}, Timestamp = {2005.12.28} } @Article{Embretson1983, Title = {Construct validity: Construct representation versus nomothetic span}, Author = {Embretson, S. E.}, Journal = {Psychological Bulletin}, Year = {1983}, Pages = {179-197}, Volume = {93}, Owner = {jbabula}, Timestamp = {2005.12.28} } @TechReport{Enright1999, Title = {Items by Design: The Impact of Systematic Feature Variation on Item Statistical Characteristics}, Author = {Enright, Mary K. and Moreley, Mary and Sheehan, Kathleen M.}, Institution = {Educational Testing Service}, Year = {1999}, Number = {RR-99-20, GREB-95-15R}, Type = {Research Report}, Url = {http://www.ets.org/research/researcher/RR-99-20.html} } @Article{Epstein1969, Title = {A scoring system for probability forecasts of ranked categories}, Author = {Epstein, E. S.}, Journal = {Journal of Applied Meteorology}, Year = {1969}, Pages = {985-987}, Volume = {8}, Owner = {jbabula}, Timestamp = {2005.12.28} } @Article{Falmagne1989, Title = {A latent trait model via a stochastic learning theory for a knowledge space}, Author = {Falmagne, J-C.}, Journal = {Psychometrika}, Year = {1989}, Pages = {283-303}, Volume = {54}, Owner = {jbabula}, Timestamp = {2005.12.28} } @Unpublished{Falmagne2007, Title = {Assessing Mathematical Knowledge in a Learning Space: Validity and/or Reliability}, Author = {Falmagne, J-C. and Cosyn, Eric and Doble, Christopher and Thi{\'e}ry, Nicolas and Uzun, Hasan}, Note = {Paper presented at the annual meeting of the {American} {Educational} {Research} {Association} ({AERA})}, Year = {2007} } @Book{Feller1968, Title = {An Introduction to Probability Theory and Its Applications (3rd ed)}, Author = {Feller, W.}, Publisher = {Wiley}, Year = {1968}, Owner = {jbabula}, Timestamp = {2005.12.28} } @Book{Fienberg1980, Title = {The Analysis of Cross-Classified Categorical Data}, Author = {Fienberg, Stephen E.}, Publisher = {The MIT Press}, Year = {1980}, Edition = {2nd} } @Article{fienberg1970, Title = {An iterative procedure for estimation in contingency tables}, Author = {Fienberg, Stephen E}, Journal = {The Annals of Mathematical Statistics}, Year = {1970}, Pages = {907--917}, Publisher = {JSTOR} } @Unpublished{Fife2008, Title = {Real-Number Scoring}, Author = {Fife, Jim and Bolden, Jeff}, Note = {Unpublished draft Version 2, received via email from Jim Fife, May, 29, 2008}, Year = {2008}, Owner = {ralmond}, Timestamp = {2015.05.18} } @Article{Fischer1973, Title = {The linear logistic test model as an instrument in educational research}, Author = {Fischer, G. H.}, Journal = {Acta Psychologica}, Year = {1973}, Pages = {359-374}, Volume = {37}, Owner = {jbabula}, Timestamp = {2005.12.28} } @Book{Fischhoff1981, Title = {Acceptable Risk}, Author = {Fischhoff, B. and Lichtenstein, S. and Slovic, P. and Derby, S. L. and Keeney, R. L.}, Publisher = {Cambridge University Press}, Year = {1981}, Owner = {jbabula}, Timestamp = {2005.12.28} } @Unpublished{Fitzpatrick2008, Title = {The Impact of Anchor Test Configurations on Student Proficiency Rates}, Author = {Fitzpatrick, Anne R.}, Note = {Presented at the Annual Meeting of the {National} {Council} on {Measurement} in {Education} ({NCME})}, Month = {March 26}, Year = {2008}, Annote = {Should appear as an Educational Measurement Issues and Practice article} } @Book{Fleiss2003, Title = {Statistical Methods for Rates and Proportions}, Author = {Fleiss, J. L. and Levin, B. and Paik, M. C.}, Publisher = {Wiley}, Year = {2003}, Owner = {jbabula}, Timestamp = {2005.12.28} } @InProceedings{Flores2003, Title = {Incremental Compilation of {Bayesian} Networks.}, Author = {Flores, J. and Gamez, J. and Olesen, K. G.}, Booktitle = {Uncertainty in Artificial Intelligence, Proceedings of the Nineteenth Conference ({UAI} 03)}, Year = {2003}, Editor = {Kj\ae rulff, U. and Meek, C.}, Pages = {233-240}, Publisher = {Morgan Kaufmann}, Owner = {jbabula}, Timestamp = {2005.12.28} } @Article{Formann1985, Title = {Constrained latent class models: Theory and applications}, Author = {Formann, A. K.}, Journal = {British Journal of Mathematical and Statistical Psychology}, Year = {1985}, Pages = {87--111}, Volume = {38}, Owner = {RMISLEVY}, Timestamp = {2012.11.30} } @Article{Fowlkes1987, Title = {Some diagnostics for binary logistic regression via smoothing}, Author = {Fowlkes, E. B.}, Journal = {Biometricka}, Year = {1987}, Pages = {503-515}, Volume = {74}, Url = {http://www.jstor.org/stable/2336689} } @Article{Fruthwirth2001, Title = {{Markov} Chain {Monte} {Carlo} Estimation of Classical and Dynamic Switching and Mixture Models.}, Author = {Fr\"uthwirth-Schnatter, S.}, Journal = {Journal of the American Statistical Association}, Year = {2001}, Number = {453}, Pages = {194--209}, Volume = {96} } @InCollection{Frase2003, Title = {Technology and Assessment}, Author = {Frase, L. T. and Chudorow, M. and Almond, Russell G. and Burstein, J. and Kukich, K. and Mislevy, Robert J. and Steinberg, L. S. and Singley, K.}, Booktitle = {Technology applications in assessment: A learning view}, Publisher = {Erlbaum}, Year = {2003}, Editor = {H. F. O'Neil and R. Perez}, Pages = {213-244}, Keywords = {Collection}, Owner = {ralmond}, Timestamp = {2005.12.16} } @Book{FPP1980, Title = {Statistics}, Author = {Freedman, David and Pisani, Robert and Purves, Roger}, Publisher = {W. W. Norton and Company}, Year = {1980} } @Article{FriendlyMosaic, Title = {Mosaic Displays for Multi-Way Contingency Tables}, Author = {Friendly, Michael}, Journal = {Journal of the American Statistical Association}, Year = {1994}, Number = {425}, Pages = {190--200}, Volume = {89} } @Article{fulcher2009, Title = {Test architecture, test retrofit}, Author = {Fulcher, Glenn and Davidson, Fred}, Journal = {Language Testing}, Year = {2009}, Number = {1}, Pages = {123--144}, Volume = {26}, Publisher = {SAGE Publications} } @InProceedings{Gamboa2001, Title = {Designing intelligent tutoring systems: a {Bayesian} approach}, Author = {H Gamboa}, Booktitle = {Proceedings of the Ana Fred 3rd International Conference on Enterprise Information Systems {ICEIS}}, Year = {2001}, Pages = {452--458}, Keywords = {ITS}, Owner = {ralmond}, Timestamp = {2010.05.03} } @Article{Gansle2006, Title = {The Technical Adequacy of Curriculum-Based and Rating-Based Measures of Written Expression for Elementary School Students}, Author = {Gansle, K. A. and VanDerHeyden, A. M. and Noell, G. H. and Resetar, J. L. and Williams, K. L.}, Journal = {School Psychology Review}, Year = {2006}, Number = {3}, Pages = {435--450}, Volume = {35} } @InCollection{Gee2010, Title = {Human Action and Social Groups as the Natural Home of Assessment: Thoughts on 21st Century Learning and Assessment}, Author = {Gee, James Paul}, Booktitle = {Innovative Assessment for the 21st Century: Supporting Educational Needs.}, Publisher = {Springer}, Year = {2010}, Editor = {Shute, Valerie J. and Becker, Betsy J.}, Pages = {13--40}, Doi = {10.1007/978-1-4419-6530-1_6}, Keywords = {Collection, 2009Papers}, Owner = {ralmond}, Timestamp = {2009.11.05} } @Article{geerlings2011, Title = {Modeling rule-based item generation}, Author = {Geerlings, Hanneke and Glas, Cees A. W. and van der Linden, Wim J}, Journal = {Psychometrika}, Year = {2011}, Number = {2}, Pages = {337--359}, Volume = {76}, Publisher = {Springer} } @InProceedings{Geiger1992, Title = {Advances in Probabilistic Reasoning}, Author = {Geiger, D. and D. Heckerman}, Booktitle = {In Computing Science and Statistics: Proceedings of the 23rd Symposium on the Interface, Interface Foundation of North America}, Year = {1992}, Pages = {22-29}, Owner = {jbabula}, Timestamp = {2005.12.28} } @Article{Gelfand1990, Title = {Sampling-based approaches to calculating marginal densities}, Author = {Gelfand, A. E. and Smith, A. F. M.}, Journal = {Journal of the American Statistical Association}, Year = {1990}, Pages = {398-409}, Volume = {85}, Owner = {jbabula}, Timestamp = {2005.12.28} } @Book{BDA3, Title = {{Bayesian} data analysis}, Author = {Gelman, A. and Carlin, J. B. and Stern, H. S. and Dunson, D. B. and Vehtari, A. and Rubin, D. B.}, Publisher = {Chapman and Hall}, Year = {2013}, Edition = {3rd}, Note = {The third edition is revised and expanded and has material that the earlier editions lack.}, Owner = {ralmond}, Timestamp = {2007.10.17} } @Book{Gelman1995, Title = {{Bayesian} data analysis}, Author = {Gelman, A. and Carlin, J. B. and Stern, H. S. and Rubin, D. B.}, Publisher = {Chapman and Hall}, Year = {1995/2003}, Edition = {2nd}, Owner = {ralmond}, Timestamp = {2007.10.17} } @Book{GelmanHill2007, Title = {Data Analysis using Regression and Multilevel/Hierarchical Models}, Author = {Gelman, A. and Hill, J.}, Publisher = {Cambridge University Press.}, Year = {2007}, Owner = {ralmond}, Timestamp = {2008.01.17} } @Article{Gelman1996, Title = {Posterior predictive assessment of model fitness via realized discrepancies (with discussion)}, Author = {Gelman, A. and Meng, X. L. and Stern, H. S.}, Journal = {Statistica Sinica}, Year = {1996}, Pages = {733-807}, Volume = {6}, Owner = {jbabula}, Timestamp = {2005.12.28} } @Article{Gelman1992, Title = {Inference from iterative simulation using multiple sequences}, Author = {Gelman, A. and Rubin, D. B.}, Journal = {Statistical Science}, Year = {1992}, Pages = {457-511}, Volume = {7}, Owner = {jbabula}, Timestamp = {2005.12.28} } @Article{Geman1984, Title = {Stochastic Relaxation, {Gibbs} Distributions,and the {Bayesian} Restoration of Images}, Author = {Geman, S. and Geman, D.}, Journal = {{IEEE} Transactions on Pattern Analysis and Machine Intelligence}, Year = {1984}, Pages = {721-741}, Volume = {6}, Owner = {jbabula}, Timestamp = {2005.12.28} } @InProceedings{Gertner1998, Title = {Procedural help in Andes: Generating hints using a {Bayesian} network student model}, Author = {Gertner, A. and Conati, C. and VanLehn, K.}, Booktitle = {Proceedings of the Fifteenth National Conference on Artificial Intelligence {AAAI}-98}, Year = {1998}, Pages = {106-111}, Publisher = {The MIT Press}, Owner = {jbabula}, Timestamp = {2005.12.28} } @Book{gierl2012automated, Title = {Automatic item generation: Theory and practice}, Author = {Gierl, Mark J and Haladyna, Thomas M}, Publisher = {Routledge}, Year = {2012} } @Article{Gilks1994, Title = {A language and program for complex {Bayesian} modeling}, Author = {Gilks, W. R. and Thomas, A. and Spiegelhalter, D. J.}, Journal = {The Statistician}, Year = {1994}, Pages = {169-178}, Volume = {43}, Owner = {jbabula}, Timestamp = {2005.12.28} } @InCollection{Gitomer1999, Title = {Representational issues in assessment design}, Author = {Gitomer, D. H. and Steinberg, Linda S.}, Booktitle = {Development of mental representation}, Publisher = {Erlbaum}, Year = {1999}, Editor = {Sigel, I. E.}, Pages = {351-370} } @Article{glas2003, Title = {A comparison of item-fit statistics for the three-parameter logistic model}, Author = {Glas, Cees A. W. and Falc{\'o}n, Juan Carlos Su{\'a}rez}, Journal = {Applied Psychological Measurement}, Year = {2003}, Number = {2}, Pages = {87--106}, Volume = {27}, Publisher = {Sage Publications} } @Article{GlasVanDerLinden2003, Title = {Computerized adaptive testing with item cloning.}, Author = {Glas, Cees A. W. and W. J. {van der Linden}}, Journal = {Applied Psychological Measurement}, Year = {2003}, Pages = {247--261}, Volume = {27}, Owner = {RMISLEVY}, Timestamp = {2012.11.20} } @InProceedings{Glas2001, Title = {Modeling Variability in Item Parameters in {CAT}}, Author = {Glas, Cees A. W. and W. J. {van der Linden}}, Booktitle = {International Meeting of the Psychometrics Society}, Year = {2001}, Month = {July}, Location = {Osaka, Japan}, Owner = {jbabula}, Timestamp = {2005.12.28} } @InCollection{Glaser1987, Title = {Toward a cognitive theory for the measurement of achievement}, Author = {Glaser, R. and Lesgold, A. and Lajoie, S.}, Booktitle = {The influence of cognitive psychology on testing and measurement:The {Buros}-{Nebraska} Symposium on measurement and testing}, Publisher = {Erlbaum}, Year = {1987}, Editor = {R. Ronning and J. Glover and J. C. Conoley and J. Witt}, Pages = {41-85}, Volume = {3}, Owner = {jbabula}, Timestamp = {2005.12.28} } @Article{Glasziou1989, Title = {Test Selection Measures}, Author = {Glasziou, P. and J. Hilden}, Journal = {Medical Decision Making}, Year = {1989}, Pages = {133-141}, Volume = {9}, Owner = {jbabula}, Timestamp = {2005.12.28} } @Book{TetradBook, Title = {Discovering Causal Structure: Artificial Intelligence, Philosophy of Science, and Statistical Modeling}, Author = {Glymour, C. and Scheines, R. and Spirtes, P. and Kelly, K.}, Publisher = {Academic Press}, Year = {2007}, ISBN = {0-12-286961-3} } @Article{gobert2012, Title = {Leveraging educational data mining for real time performance assessment of scientific inquiry skills within microworlds}, Author = {Gobert, J and Sao Pedro, M and Baker, RSJD and Toto, ERMAL and Montalvo, ORLANDO}, Journal = {Journal of Educational Data Mining}, Year = {2012}, Pages = {153-185}, Volume = {4} } @Article{Goldman1993, Title = {A language for construction of belief networks}, Author = {Goldman, R. P. and E. Charniak}, Journal = {{{IEEE}} Transactions on Pattern Analysis and Machine Intelligence}, Year = {1993}, Pages = {196-208}, Volume = {15}, Owner = {jbabula}, Timestamp = {2005.12.28} } @InCollection{Good1985, Title = {Weight of Evidence: A brief survey}, Author = {Good, {I. J.}}, Booktitle = {{Bayesian} Statistics 2}, Publisher = {North Holland}, Year = {1985}, Editor = {Bernardo, J. and DeGroot, M. and Lindley, D. and Smith, A}, Pages = {249-269}, Owner = {jbabula}, Timestamp = {2005.12.28} } @InCollection{Good1954, Title = {The appropriate mathematical tools for describing and measuring uncertainty}, Author = {Good, {I. J.}}, Booktitle = {Uncertainty and Business Decisions}, Publisher = {University Press}, Year = {1954}, Editor = {C. F. Carter and G. P. Meredith and G. L. S. Sheckle}, Pages = {385-388}, Owner = {jbabula}, Timestamp = {2005.12.28} } @InCollection{Good1976, Title = {The {Bayesian} Influence, or How to Sweep Subjectivism Under the Carpet}, Author = {Good, {I. J.}}, Booktitle = {Foundations of Probability Theory, Statistical Inference, and Statistical Theories of Science, Vol. II}, Publisher = {Dordrecht Reidel Publishing Company}, Year = {1976}, Editor = {Hooker, C. A. and Harper, W.}, Note = {Reprinted in Good Thinking, University of Minnesota Press, 1983, 22--55.}, Pages = {125-174}, Volume = {2}, Owner = {jbabula}, Timestamp = {2005.12.28} } @Book{Good1983, Title = {Good Thinking}, Author = {Good, {I. J.}}, Publisher = {U. Minnesota Press.}, Year = {1983}, Owner = {jbabula}, Timestamp = {2005.12.28} } @InCollection{Good1971, Title = {The probabilistic explication of information, evidence, surprise, causality, explanation and utility.}, Author = {Good, {I. J.}}, Booktitle = {In Proceedings of a Symposium on the Foundations of Statistical Inference}, Publisher = {Holt, Rinehart and Winston}, Year = {1971}, Pages = {108-141}, Owner = {jbabula}, Timestamp = {2005.12.28} } @Article{Good1971a, Title = {46656 varieties of {Bayesian}}, Author = {Good, {I. J.}}, Journal = {American Statistician}, Year = {1971}, Note = {Reprinted in Good Thinking University of Minnesota Press, 1983, 20--21.}, Pages = {62-63}, Volume = {25}, Owner = {jbabula}, Timestamp = {2005.12.28} } @Article{Good1952, Title = {Rational decisions}, Author = {Good, {I. J.}}, Journal = {JRSS B}, Year = {1952}, Pages = {104-114}, Volume = {14}, Owner = {jbabula}, Timestamp = {2005.12.28} } @Book{Good1950, Title = {Probability and the Weighing of Evidence}, Author = {Good, {I. J.}}, Publisher = {Charles Griffin}, Year = {1950}, Owner = {jbabula}, Timestamp = {2005.12.28} } @Article{GoodCard, Title = {The diagnostic process with special reference to errors}, Author = {Good, {I. J.} and Card, W.}, Journal = {Methods of Information in Medicine}, Year = {1971}, Pages = {176-188}, Volume = {10}, Owner = {jbabula}, Timestamp = {2005.12.28} } @Article{GoodmanKruskal1954, Title = {Measures of Association for Cross Classifications}, Author = {Goodman, Leo A. and Kruskal, William H.}, Journal = {Journal of the American Statistical Association}, Year = {1954}, Number = {268}, Pages = {732--764}, Volume = {49}, Abstract = {When populations are cross-classified with respect to two or more classifications or polytomies, questions often arise about the degree of association existing between the several polytomies. Most of the traditional measures or indices of association are based upon the standard chi-square statistic or on an assumption of underlying joint normality. In this paper a number of alternative measures are considered, almost all based upon a probabilistic model for activity to which the cross-classification may typically lead. Only the case in which the population is completely known is considered, so no question of sampling or measurement error appears. We hope, however, to publish before long some approximate distributions for sample estimators of the measures we propose, and approximate tests of hypotheses. Our major theme is that the measures of association used by an empirical investigator should not be blindly chosen because of tradition and convention only, although these factors may properly be given some weight, but should be constructed in a manner having operational meaning within the context of the particular problem.}, Copyright = {Copyright 1954 American Statistical Association}, ISSN = {01621459}, Jstor_articletype = {primary_article}, Jstor_formatteddate = {Dec., 1954}, Publisher = {American Statistical Association}, Url = {http://www.jstor.org/stable/2281536} } @Article{Graesser01, Title = {Intelligent Tutoring Systems with conversational dialogue}, Author = {A C Graesser and K VanLehn and C P Rose and P W Jordan and D Harter}, Journal = {{AI} Magazine}, Year = {2001}, Number = {22}, Pages = {39--52}, Keywords = {ITS}, Owner = {ralmond}, Timestamp = {2010.05.03} } @TechReport{Graf2008, Title = {Approaches to the design of diagnostic item models}, Author = {Graf, E. Aurora}, Institution = {Educational Testing Service}, Year = {2008}, Number = {RR-08-07}, Type = {Research Report}, Url = {http://www.ets.org/research/researcher/RR-08-07.html} } @Unpublished{Graf2003, Title = {Designing a proficiency model and associated item models for a mathematics unit on sequences.}, Author = {Graf, E. A.}, Note = {Paper presented at the {Cross} {Division} {Math} {Forum}}, Month = {September}, Year = {2003}, Address = {Princeton, NJ}, Keywords = {ACED}, Owner = {ralmond}, Timestamp = {2006.03.30} } @Unpublished{CBALMathAERA2008314, Title = {The {CBAL} Mathematics Assessment Project}, Author = {Graf, Edith Aurora and Harris, Karen and Marquez, Elizabeth}, Note = {Presented at the Annual Meeting of the {American} {Educational} {Research} {Association} ({AERA})}, Month = {March}, Year = {2008} } @Unpublished{CBALMathAERA2008, Title = {A Cognitively Based Assessment System For Mathematics Competency}, Author = {Graf, Edith Aurora and Harris, Karen and Marquez, Elizabeth and Almond, Russell G.}, Note = {Presented at the Annual Meeting of the {American} {Educational} {Research} {Association} ({AERA})}, Month = {March}, Year = {2008} } @Article{Flexmix2, Title = {{FlexMix} Version 2: Finite mixtures with concomitant variables and varying and constant parameters.}, Author = {Gruen, B. and Leisch, F.}, Journal = {Journal of Statistical Software}, Year = {2008}, Number = {4}, Pages = {1-35}, Volume = {28}, Owner = {ralmond}, Timestamp = {2012.10.17}, Url = {http://www.jstatsoft.org/v28/i04} } @Article{Guttman1967, Title = {The use of the concept of a future observation in goodness-of-fit problems}, Author = {Guttman, I.}, Journal = {Journal of the Royal Statistical Society, Series B}, Year = {1967}, Pages = {83-100}, Volume = {29}, Owner = {jbabula}, Timestamp = {2005.12.28} } @Book{Habel1992, Title = {Hyperedge Replacement: Grammars and Languages}, Author = {Habel, A.}, Publisher = {Springer-Verlag}, Year = {1992}, Owner = {jbabula}, Timestamp = {2005.12.29} } @TechReport{Haberman2009, Title = {Use of generalized residuals to examine goodness of fit of item response models}, Author = {Haberman, Shelby J.}, Institution = {{ETS}}, Year = {2009}, Number = {RR-09-15}, Type = {Research Report} } @TechReport{Haberman2005, Title = {Latent-class Item Response Models}, Author = {Haberman, Shelby J.}, Institution = {{ETS}}, Year = {2005}, Number = {RR-05-28}, Type = {Research Report} } @TechReport{Haberman2005Subscore, Title = {When Can Subscores Have Value?}, Author = {Haberman, Shelby J.}, Institution = {{ETS}}, Year = {2005}, Number = {RR-05-08}, Type = {Research Report}, Url = {http://www.ets.org/research/researcher/RR-05-08.html} } @Article{Haberman1972, Title = {Log-linear fit for contingency tables --- Algorithm AS51}, Author = {Haberman, S. J.}, Journal = {Applied Statistics}, Year = {1972}, Pages = {218-225}, Volume = {21}, Owner = {jbabula}, Timestamp = {2005.12.29} } @Article{Haertel1989, Title = {Using restricted latent class models to map the skill structure of achievement test items}, Author = {Haertel, E. H.}, Journal = {Journal of Educational Measurement}, Year = {1989}, Pages = {301-321}, Volume = {26}, Owner = {jbabula}, Timestamp = {2005.12.29} } @Article{Haertel1984, Title = {An application of latent class models to assessment data}, Author = {Haertel, E. H.}, Journal = {Applied Psychological Measurement}, Year = {1984}, Pages = {333-346}, Volume = {8}, Owner = {jbabula}, Timestamp = {2005.12.29} } @InBook{hambleton2006, Title = {Setting performance standards}, Author = {Hambleton, Ronald K and Pitoniak, Mary J}, Editor = {Brennan, R. L.}, Pages = {433--470}, Publisher = {American Council on Education/Praeger.}, Year = {2006}, Volume = {4}, Booktitle = {Educational measurement (4th ed.)}, Owner = {rmislevy}, Timestamp = {2007.09.23} } @Book{Hambleton1991, Title = {Fundamentals of item response theory}, Author = {Hambleton, R. K. and Swaminathan, H. and Rogers, H. J.}, Publisher = {Sage}, Year = {1991}, Owner = {jbabula}, Timestamp = {2005.12.29} } @InCollection{hansen2005, Title = {Accessibility of computer-based testing for individuals with disabilities and English language learners within a validity framework}, Author = {Hansen, Eric G and Mislevy, Robert J}, Booktitle = {Online assessment and measurement: Foundation, challenges, and issues}, Publisher = {Idea Group Publishing}, Year = {2005}, Editor = {Hricko, M.}, Pages = {212--259} } @InProceedings{Hansen2004, Title = {Toward a unified validity framework for ensuring access to assessments by individuals with disabilities and English language learners}, Author = {Hansen, E. G. and Mislevy, Robert J.}, Booktitle = {Annual meeting of the National Council on Measurement in Education ({NCME})}, Year = {2004}, Location = {San Diego, CA}, Owner = {jbabula}, Timestamp = {2006.01.09}, Url = {http://www.ets.org/research/dload/NCME2004-Hansen.pdf} } @InProceedings{Hansen2003, Title = {Evidence-Centered Assessment Design and individuals with disabilities}, Author = {Hansen, E. G. and Mislevy, Robert J. and Steinberg, L. S.}, Booktitle = {Annual meeting of the National Council on Measurement in Education}, Year = {2003}, Location = {Chicago, IL}, Owner = {jbabula}, Timestamp = {2006.01.09}, Url = {http://www.ets.org/research/dload/ncme03-hansen.pdf} } @Book{Hart1984, Title = {Ratio: Children's Strategies and Errors}, Author = {Hart, K.}, Publisher = {NFER-Nelson}, Year = {1984} } @PhdThesis{HartzFusion, Title = {A {B}ayesian framework for the Unified Model for assessing cognitive abilities: {b}lending theory with practice}, Author = {Hartz, S.}, School = {University of Illinois at Urbana-Champaign}, Year = {2002} } @Article{Hastings1970, Title = {{Monte} {Carlo} sampling methods using {Markov} chains and their applications}, Author = {Hastings, W.}, Journal = {Biometrika}, Year = {1970}, Pages = {97-109}, Volume = {57}, Owner = {jbabula}, Timestamp = {2006.01.09} } @Book{Heckerman1991, Title = {Probabilistic Similarity Networks}, Author = {Heckerman, D.}, Publisher = {{ACM} Press}, Year = {1991}, Owner = {jbabula}, Timestamp = {2006.01.09} } @Article{Heckerman1995, Title = {Learning {Bayesian} networks: The combination of knowledge and statistical data}, Author = {Heckerman, D. and Gieger, D. and Chikering, D.}, Journal = {Machine Learning}, Year = {1995}, Pages = {197-243}, Volume = {20}, Owner = {jbabula}, Timestamp = {2006.01.09} } @Article{Heckerman1993, Title = {An Approximate Nonmyopic Computation for Value of Information.}, Author = {Heckerman, D. and Horvitz, E. and Middleton, B.}, Journal = {{IEEE} Transaction of Pattern Analysis and Machine Intelligence}, Year = {1993}, Pages = {292-298}, Volume = {15}, Owner = {jbabula}, Timestamp = {2006.01.09} } @Article{Heidelberger1981, Title = {A spectral method for confidence interval generation and run length control in simulations}, Author = {Heidelberger, P and Welch, P. D.}, Journal = {Communications of the {ACM}}, Year = {1981}, Pages = {233-245}, Volume = {24} } @TechReport{Hemat2006, Title = {{IRT} versus {Bayes} Nets: Proficiency Estimates and Parameter Recovery}, Author = {Hemat, Lisa A. and Almond, Russell G.}, Institution = {Educational Testing Service}, Year = {Under Review}, Note = {Under Review for Publication}, Type = {Research Report}, Keywords = {2005Papers, 2006Papers}, Owner = {ralmond}, Timestamp = {2006.04.04} } @Manual{StatShopDoc, Title = {{StatShop} Documentation}, Author = {Hemat, Lisa and Almond, Russell G. and Lukas, Jan}, Edition = {{Version}~2.0}, Month = {December}, Note = {{URL} is internal to {ETS}.}, Organization = {Educational Testing Service}, Year = {2005}, Keywords = {Documentation, 2005Papers}, Owner = {ralmond}, Timestamp = {2005.12.20}, Url = {http://research.ets.org/~ralmond/StatShop} } @Article{Hendrikson2014, Title = {Evidence-Centered Design: Recommendations for Implementation and Practice}, Author = {Amy Hendrickson and Maureen Ewing and Pamela Kaliski}, Journal = {Association of Test Publishers}, Year = {2014}, Number = {1}, Volume = {1}, Abstract = {Evidence-centered design (ECD) is an orientation towards assessment development. It differs from conventional practice in several ways and consists of multiple activities. Each of these activities results in a set of useful documentation: domain analysis, domain modeling, construction of the assessment framework, and assessment implementation/delivery (Mislevy & Haertel, 2006). In this article we focus on the four primary challenges we have encountered in our work with ECD in the context of large-scale educational assessment. For each challenge, we identify potential mitigation strategies as well as research studies or other endeavors that we think are helpful in advancing the science of ECD. The challenges discussed are: integrating learning theory into assessment design; identifying the appropriate levels of specificity with which to document the claims and evidence; developing and evaluating task models; and strategically incorporating iteration into the design process.}, Keywords = {Evidence - center ed design, Large - scale assessment, Assessment design}, Owner = {ralmond}, Timestamp = {2015.06.09}, Url = {http://jattjournal.com/index.php/atp/article/view/45249} } @Article{Henrion1991, Title = {Decision analysis and expert systems}, Author = {Henrion, M. and Breese, J. S. and Horvitz, E. J.}, Journal = {{AI} Magazine}, Year = {1991}, Pages = {64-91}, Volume = {12}, Owner = {jbabula}, Timestamp = {2006.01.10} } @InProceedings{Henrion1990, Title = {Qualitative Propagation and scenario-based approaches to explanation of probabilistic reasoning}, Author = {Henrion, M. and M. Druzdzel}, Booktitle = {Proceedings of the 6th Conference on Uncertainty in Artificial Intelligence}, Year = {1990}, Organization = {Proceedings of the 6th Conference on Uncertainty in Artificial Intelligence}, Pages = {10-20}, Owner = {jbabula}, Timestamp = {2006.01.10} } @Article{HensenDouglas, Title = {Test Construction for Cognitive Diagnosis}, Author = {Hensen, Robert and Douglas, Jeff}, Journal = {Applied Psychological Measurement}, Year = {2005}, Number = {4}, Pages = {262--277}, Volume = {29}, Owner = {jbabula}, Timestamp = {2006.01.10} } @Article{henson2009defining, Title = {Defining a family of cognitive diagnosis models using log-linear models with latent variables}, Author = {Henson, Robert A and Templin, Jonathan L and Willse, John T}, Journal = {Psychometrika}, Year = {2009}, Pages = {191--210}, Volume = {74} } @InProceedings{Henze99, Title = {Student modeling in an active learning environment using bayesian networks}, Author = {N Henze and W Nejdl}, Booktitle = {In Proceedings of the Seventh International Conference on User Modeling, {UM99}}, Year = {1999}, Publisher = {Springer}, Keywords = {ITS}, Owner = {ralmond}, Timestamp = {2010.05.03} } @TechReport{Herman13onthe, Title = {On the Road to Assessing Deeper Learning: The Status of Smarter Balanced and PARCC Assessment Consortia}, Author = {Joan Herman and Robert Linn and Fred Moss}, Institution = {CRESST}, Year = {2013}, Type = {Report}, Owner = {ralmond}, Timestamp = {2015.06.09}, Url = {http://www.cse.ucla.edu/products/reports/R823.pdf} } @Article{Heywood1931, Title = {On finite sequences of real numbers}, Author = {Heywood, H. B.}, Journal = {Proceedings of the Royal Society of London}, Year = {1931}, Pages = {486--501}, Volume = {134} } @Article{HiebertWearne1993, Title = {Instructional task, classroom discourse, and students' learning in second grade}, Author = {Hiebert, J. and Wearne, D.}, Journal = {American Educational Research Journal}, Year = {1993}, Pages = {393--425}, Volume = {30} } @Article{Hilden1970, Title = {{GENEXX} --- An algebraic approach to pedigree probability calculus.}, Author = {Hilden, J.}, Journal = {Clinical Genetics}, Year = {1970}, Pages = {319-348}, Volume = {1}, Owner = {jbabula}, Timestamp = {2006.01.10} } @Article{ViolinPlot, Title = {Violin Plots: A Box Plot-Density Trace Synergism}, Author = {Hintze, Jerry L. and Nelson, Ray D.}, Journal = {The American Statistician}, Year = {1998}, Number = {2}, Pages = {181--184}, Volume = {52} } @Article{hively1968, Title = {A `UNIVERSE-DEFINED' SYSTEM OF ARITHMETIC ACHIEVEMENT TESTS1}, Author = {Hively, Wells and Patterson, Harry L and Page, Sara H}, Journal = {Journal of Educational Measurement}, Year = {1968}, Number = {4}, Pages = {275--290}, Volume = {5}, Publisher = {Wiley Online Library} } @InProceedings{Hoey2001, Title = {{SPUDD}: Stochastic Planning using Decision Diagrams}, Author = {Jesse Hoey and St-Aubin, Robert and Alan Hu and Craig Boutilier}, Booktitle = {Proceedings of the Fifteenth Conference on Uncertainty in Artificial Intelligence}, Year = {2001}, Citeseercitationcount = {0}, Citeseerurl = {http://citeseer.ist.psu.edu/453813.html}, Owner = {ralmond}, Timestamp = {2006.06.05} } @Article{holland1986, Title = {Statistics and causal inference}, Author = {Holland, Paul W}, Journal = {Journal of the American statistical Association}, Year = {1986}, Pages = {945--960}, Volume = {81} } @InProceedings{Holland1985, Title = {On the study of differential item performance without {IRT}}, Author = {Holland, P. W.}, Booktitle = {Proceedings of the 27th annual conference of the Military Testing Association}, Year = {1985}, Pages = {282-287}, Owner = {jbabula}, Timestamp = {2006.01.10} } @Book{Holland1993, Title = {Differential item functioning}, Author = {Holland, P. W. and Wainer, H.}, Publisher = {Lawrence Erlbaum Associates}, Year = {1993}, Owner = {jbabula}, Timestamp = {2005.12.29} } @Book{Holtzman1989, Title = {Intelligent Decision Systems}, Author = {Holtzman, S. H.}, Publisher = {Reading, Massachusetts:Addison-Wesley}, Year = {1989}, Owner = {jbabula}, Timestamp = {2005.12.29} } @Article{Horvitz1988, Title = {Decision theory in expert systems and artificial Reasoning, Special Issue on Uncertainty in Artificial Intelligence}, Author = {Horvitz, E. J. and J. Breese and M. Henrion}, Journal = {International Journal of Approximate Reasoning}, Year = {1988}, Note = {Also appears in M. Henrion, J. S. Breese, and E. J. Horvitz (1991) "Decision analysis and expert systems." {AI} Magazine 12(4), 64-91.}, Pages = {247-302}, Volume = {2}, Owner = {jbabula}, Timestamp = {2005.12.29} } @Book{Hosmer2013, Title = {Applied Logistic Regression}, Author = {Hosmer, Jr., David W. and Lemeshow, Stanley and Sturdivant, Rodney X.}, Publisher = {John Wiley \& Sons, Inc.}, Year = {2013}, Edition = {3rd}, Booktitle = {Applied Logistic Regression}, Doi = {10.1002/9781118548387}, ISBN = {9781118548387}, Url = {http://dx.doi.org/10.1002/9781118548387} } @Article{Howard1989, Title = {Knowledge maps}, Author = {Howard, R. A.}, Journal = {Management Science}, Year = {1989}, Pages = {903-922}, Volume = {35}, Owner = {jbabula}, Timestamp = {2005.12.29} } @Book{DecisionAnalysis, Title = {Principles and Applications of Decision Analysis}, Author = {Howard, R. A. and Matheson, J. E.}, Publisher = {Strategic Decisions Group}, Year = {1981}, Address = {Menlo Park, CA} } @InCollection{HowardMatheson1981, Title = {Influence diagrams}, Author = {Howard, R. A. and Matheson, J. E.}, Booktitle = {Principles and Applications of Decision Analysis}, Publisher = {Strategic Decisions Group}, Year = {1981}, Address = {Menlo Park, CA}, Owner = {jbabula}, Timestamp = {2005.12.29} } @Article{Hrycej1990, Title = {{Gibbs} sampling in {Bayesian} networks}, Author = {Hrycej, T.}, Journal = {Artificial Intelligence}, Year = {1990}, Pages = {351-363}, Volume = {46}, Owner = {jbabula}, Timestamp = {2005.12.29} } @Article{huff2010, Title = {The promises and challenges of implementing evidence-centered design in large-scale assessment}, Author = {Huff, Kristen and Steinberg, Linda and Matts, Thomas}, Journal = {Applied Measurement in Education}, Year = {2010}, Number = {4}, Pages = {310--324}, Volume = {23}, Publisher = {Taylor \& Francis} } @InProceedings{Ihaka2003, Title = {Colour for Presentation Graphs}, Author = {Ihaka, R.}, Booktitle = {Proceedings of the 3rd {International} {Workshop} on {Distributed} {Statistical} {Computing}}, Year = {2003}, Editor = {Hornik, K. and Leisch, F. and Zeileis, A.}, Url = {http://www.ci.tuwien.ac.at/Conferences/DSC-2003/Drafts/Ihaka.pdf} } @Book{Irvine2013, Title = {Tests for recruitment across cultures{:} A tactical psychometric handbook}, Author = {Irvine, S. H.}, Publisher = {IOS Press}, Year = {2013}, Address = {Amsterdam} } @Article{Irvine1990, Title = {Towards a theory of algorithm-determined cognitive test construction.}, Author = {Irvine, S. H. and Dann, P. L. and Anderson, J. D.}, Journal = {British Journal of Psychology}, Year = {1990}, Pages = {173-195}, Volume = {81}, Owner = {jbabula}, Timestamp = {2005.12.29} } @TechReport{iseli2010automatic, Title = {Automatic Assessment of Complex Task Performance in Games and Simulations}, Author = {Iseli, Markus R and Koenig, Alan D and Lee, John J and Wainess, Richard}, Institution = {The National Center for Research on Evaluation, Standards, Student Testing ({CRESST})}, Year = {2010}, Number = {775}, Type = {CSE Technical Report}, Keywords = {TechReports, CRESST}, Url = {http://www.cse.ucla.edu/products/reports/R775.pdf} } @InCollection{Jaakkola2001, Title = {Tutorial on Variational Approximation Methods}, Author = {Jaakkola, T. S.}, Booktitle = {Advanced Mean Field Methods: Theory and Practice}, Publisher = {MIT Press.}, Year = {2001}, Editor = {Opper, M. and Saad, D.}, Pages = {129-159}, Owner = {jbabula}, Timestamp = {2005.12.29} } @Article{Jaynes1968, Title = {Prior probabilities}, Author = {Jaynes, E. T.}, Journal = {{IEEE} Transactions on Systems Science and Cybernetics}, Year = {1968}, Pages = {227-241}, Volume = {SSC-4}, Owner = {jbabula}, Timestamp = {2006.01.09} } @Book{Jeffreys1961, Title = {Theory of Probability}, Author = {Jeffreys, H.}, Publisher = {Oxford University Press}, Year = {1961}, Edition = {3rd}, Owner = {jbabula}, Timestamp = {2006.01.09} } @InProceedings{Jenkins2005, Title = {{IRT} analysis of the {ICT} Literacy Assessment}, Author = {Jenkins, F. and Qian, J.}, Booktitle = {Paper presented at the annual meeting of the {National} {Council} on {Measurement} in {Education} ({NCME})}, Year = {2005}, Owner = {ralmond}, Timestamp = {2006.04.28} } @Book{Jensen1996, Title = {An Introduction to {Bayesian} Networks}, Author = {Jensen, F. V.}, Publisher = {Springer-Verlag}, Year = {1996}, Owner = {jbabula}, Timestamp = {2006.01.09} } @TechReport{Jensen1988, Title = {Junction trees and decomposable hypergraphs}, Author = {Jensen, F. V.}, Institution = {{JUDEX} Research Report, Aalborg, Denmark}, Year = {1988}, Owner = {jbabula}, Timestamp = {2006.01.09} } @InProceedings{Jensen1994, Title = {Uncertainty in Artificial Intelligence:Proceedings of the 10th Conference}, Author = {Jensen, F. V. and F. Jensen}, Booktitle = {Optimal Junction Trees}, Year = {1994}, Editor = {{de Mantras}, R. L. and D. Poole}, Pages = {360-366}, Publisher = {Morgan Kaufmann}, Owner = {jbabula}, Timestamp = {2006.01.09} } @TechReport{Johnson2003a, Title = {Calibration of Polytomous Item Families Using {Bayesian} Hierarchical Modeling}, Author = {Johnson, M. S. and Sinharay, S.}, Institution = {{ETS}}, Year = {2003}, Number = {RR-03-23}, Type = {Research Report}, Owner = {jbabula}, Timestamp = {2006.01.09} } @TechReport{Johnson2003b, Title = {Simulation Studies Applying Posterior Predictive Model Checking for Assessing Fit of the Common Item Response Theory Models.}, Author = {Johnson, M. S. and Sinharay, S.}, Institution = {{ETS}}, Year = {2003}, Number = {RR-03-28}, Type = {Research Report}, Owner = {jbabula}, Timestamp = {2006.01.09} } @Article{Johnson1985, Title = {Influence measures for logistic regression: Another point of view}, Author = {Johnson, W.}, Journal = {Biometrika}, Year = {1985}, Pages = {59--65}, Volume = {72} } @InCollection{Jordan1998a, Title = {An introduction to Variational Methods for Graphical Models}, Author = {Jordan, M. I. and Ghahramani, Z. and Jaakkola, T. S. and Saul, L. K.}, Booktitle = {Learning in Graphical Models}, Publisher = {Kluwer Academic Publishers.}, Year = {1998}, Pages = {105-161}, Owner = {jbabula}, Timestamp = {2006.01.10} } @Book{Joreskog1979, Title = {Advances in factor analysis and structural equation models}, Author = {Joreskog, K. G. and Sorbom, D.}, Publisher = {Abt Books}, Year = {1979}, Owner = {jbabula}, Timestamp = {2006.01.10} } @Article{junker1999, Title = {Some statistical models and computational methods that may be useful for cognitively-relevant assessment}, Author = {Junker, Brian W}, Journal = {Prepared for the {National Research Council Committee on the Foundations of Assessment}}, Year = {1999} } @Article{Junker1993, Title = {Conditional association, essential independence and monotone unidimensional item response models.}, Author = {Junker, Brian W}, Journal = {Annals of Statistics}, Year = {1993}, Pages = {1359-1378}, Volume = {21}, Owner = {jbabula}, Timestamp = {2006.01.09} } @Article{Junker2001, Title = {Cognitive assessment models with few assumptions, and connections with nonparametric item response theory}, Author = {Junker, Brian W and Sijtsma, K.}, Journal = {Applied Psychological Measurement}, Year = {2001}, Pages = {258-272}, Volume = {25}, Owner = {jbabula}, Timestamp = {2006.01.10} } @InCollection{Kadane1980, Title = {Predictive and Structural Methods for Eliciting Prior Distributions}, Author = {Kadane, J. B.}, Booktitle = {{Bayesian} Analysis and Statistics}, Publisher = {North-Holland}, Year = {1980}, Editor = {Zellner, A.}, Owner = {jbabula}, Timestamp = {2006.01.10} } @Article{Kadane1980a, Title = {Interactive elicitation of opinion for a normal linear model}, Author = {Kadane, J. B. and J. M. Dickey and R. L. Winkler and W. S. Smith and S. C. Peters}, Journal = {JASA}, Year = {1980}, Pages = {845-854}, Volume = {75}, Owner = {jbabula}, Timestamp = {2006.01.11} } @Manual{MSBNx, Title = {{MSBNx}: A Component-Centric Toolkit for Modeling and Inference with {Bayesian} Networks}, Author = {Kadie, C. M. and Hovel, D. and Horvitz, E.}, Note = {Microsoft Research Technical Report MSR-TR-2001-67.}, Year = {2001}, Owner = {jbabula}, Timestamp = {2006.01.11}, Url = {http://www.research.microsoft.com/adapt/MSBNx/} } @Book{Kahneman1982, Title = {Judgment under uncertainty: Heuristics and biases}, Author = {Kahneman, D. and P. Slovic and A. Tversky}, Publisher = {Cambridge University Press}, Year = {1982}, Owner = {jbabula}, Timestamp = {2006.01.11} } @Article{KalmanBucy1961, Title = {New results in linear prediction and filtering theory}, Author = {Kalman, R. E. and Bucy, R. S.}, Journal = {Transactions {ASME}, Series {D}, J. Basic Eng.}, Year = {1961}, Pages = {95-107}, Volume = {83} } @InBook{Kane2006, Title = {Validation}, Author = {Kane, M. T.}, Editor = {Brennan, R. L.}, Pages = {17--64}, Publisher = {American Council on Education/Praeger.}, Year = {2006}, Booktitle = {Educational measurement (4th ed.)}, Owner = {rmislevy}, Timestamp = {2007.09.23} } @Article{kane2013, Title = {Validating the Interpretations and Uses of Test Scores}, Author = {Kane, Michael T}, Journal = {Journal of Educational Measurement}, Year = {2013}, Number = {1}, Pages = {1--73}, Volume = {50}, Publisher = {Wiley Online Library} } @Article{Kane1992, Title = {An argument-based approach to validity}, Author = {Kane, M. T.}, Journal = {Psychological Bulletin}, Year = {1992}, Pages = {527-535}, Volume = {112}, Owner = {jbabula}, Timestamp = {2006.01.17} } @Book{Kaplan2000, Title = {Structural Equation Modeling: Foundations and Extensions}, Author = {Kaplan, D.}, Publisher = {Sage Publications}, Year = {2000}, Owner = {jbabula}, Timestamp = {2006.01.11} } @Article{iSkillz, Title = {Testing information literacy in digital environments: The {ETS} {iSkills$^{TM}$} assessment}, Author = {Katz, I. R.}, Journal = {Information Technology and Libraries}, Year = {2007}, Number = {3}, Pages = {4-13}, Volume = {26} } @Unpublished{ICTDesign, Title = {Assessing Information and Communications Technology Literacy for Higher Education}, Author = {Katz, I. R. and Williamson, D. M. and Nadelman, H. L. and Kirsch, I. and Almond, Russell G. and Cooper , P. L. and Redman, M. L. and Zapata, D.}, Note = {Paper presented at the 30th annual conference of the {International} {Association} for {Educational} {Assessment}}, Year = {2004}, Keywords = {Proceedings}, Location = {Philadelphia, PA}, Owner = {ralmond}, Timestamp = {2005.12.17} } @Book{Kelley1927, Title = {The interpretation of educational measurements}, Author = {Kelley, T. L.}, Publisher = {World Book}, Year = {1927} } @Misc{KennedyWilson2006, Title = {Using Progress Variables to Map Intellectual Development}, Author = {Kennedy, Cathleen A. and Wilson, Mark}, HowPublished = {Paper presented at {MARCES} conference}, Month = {October}, Year = {2006}, Owner = {ralmond}, Timestamp = {2015.05.18} } @Misc{GradeMap, Title = {{ConceptMap}}, Author = {Kennedy, C. A. and Wilson, M. R. and Draney, K. and Tutunciyan, S. and Vorp, R.}, HowPublished = {Computer Program, Bear Center: {UC} Berkeley, CA}, Note = {Previous version was known as {GradeMap}.}, Year = {2006}, Owner = {ralmond}, Timestamp = {2015.05.18}, Url = {http://bearcenter.berkeley.edu/GradeMap} } @InProceedings{KimPearl1983, Title = {A computational model for causal and diagnostic reasoning in inference systems}, Author = {Kim, J. H. and Pearl, J.}, Booktitle = {Proceedings of the 8th International Joint conference on Artificial Intelligence}, Year = {1983}, Pages = {190-193}, Publisher = {William Kaufmann}, Owner = {jbabula}, Timestamp = {2006.01.17} } @InCollection{KimShuteOpp, Title = {Opportunities and challenges in assessing and supporting creativity in video games}, Author = {Kim, Y. J. and Shute, V. J.}, Booktitle = {Video games and creativity}, Publisher = {Elsevier}, Year = {in press}, Editor = {Green, G. and Kaufmann, J.}, Pages = {(to appear)}, Owner = {ralmond}, Timestamp = {2015.06.09} } @Article{KimShuteInterplay, Title = {The interplay of game elements with psychometric qualities, learning, and enjoyment in game-based assessment}, Author = {Kim, Y. J. and Shute, V. J.}, Journal = {Computers \& Education}, Year = {in press}, Pages = {(to appear)}, Owner = {ralmond}, Timestamp = {2015.06.09} } @TechReport{PerfectStorm, Title = {America's Perfect Storm: Three forces changing our nation's future}, Author = {Kirsch, I and Braun, H. and Yamamoto, K.}, Institution = {{ETS}}, Year = {2007}, Type = {Policy Information Report}, Url = {http://www.ets.org/reports/pic/} } @Article{Kjaerulff1992, Title = {Optimal Decomposition of Probabilistic Networks by Simulated Annealing}, Author = {Kj\ae rulff, U.}, Journal = {Statistics and Computing}, Year = {1992}, Pages = {19-24}, Volume = {2}, Owner = {jbabula}, Timestamp = {2006.01.17} } @TechReport{Klein1981, Title = {Logical error analysis and construction of tests to diagnose student "bugs" in addition and subtraction of fractions}, Author = {Klein, M. F. and Birenbaum, M. and Standiford, S. N. and Tatsuoka, K. K.}, Institution = {Computer-based Education Research Laboratory, University of Illinois}, Year = {1981}, Number = {81-6}, Type = {Research Report}, Keywords = {mixnum}, Owner = {jbabula}, Timestamp = {2006.01.24} } @Article{Koedinger2007, Title = {Exploring the assistance dilemma in experiments with cognitive tutors}, Author = {Koedinger, Kenneth R. and Aleven, Vincent}, Journal = {Educational Psychology Review}, Year = {2007}, Month = {Sep}, Number = {3}, Pages = {239-264}, Volume = {19}, Abstract = {Intelligent tutoring systems are highly interactive learning environments that have been shown to improve upon typical classroom instruction. Cognitive Tutors are a type of intelligent tutor based on cognitive psychology theory of problem solving and learning. Cognitive Tutors provide a rich problem-solving environment with tutorial guidance in the form of step-by-step feedback, specific messages in response to common errors, and on-demand instructional hints. They also select problems based on individual student performance. The learning benefits of these forms of interactivity are supported, to varying extents, by a growing number of results from experimental studies. As Cognitive Tutors have matured and are being applied in new subject-matter areas, they have been used as a research platform and, particularly, to explore interactive methods to support metacognition. We review experiments with Cognitive Tutors that have compared different forms of interactivity and we reinterpret their results as partial answers to the general question: How should learning environments balance information or assistance giving and withholding to achieve optimal student learning? How best to achieve this balance remains a fundamental open problem in instructional science. We call this problem the ``assistance dilemma{''} and emphasize the need for further science to yield specific conditions and parameters that indicate when and to what extent to use information giving versus information withholding forms of interaction.}, Doi = {10.1007/s10648-007-9049-0}, ISSN = {1040-726X}, Keywords = {FindMe}, Unique-id = {ISI:000249403600002} } @InProceedings{Kohavi95, Title = {A Study of Cross-Validation and Bootstrap for Accuracy Estimation and Model Selection}, Author = {Ron Kohavi}, Year = {1995}, Pages = {1137--1143}, Publisher = {Morgan Kaufmann} } @Book{KolenBrennan1995, Title = {Test equating, scaling, and linking: Methods and practices}, Author = {Kolen, M. J. and Brennan, R. L.}, Publisher = {Springer-Verlag}, Year = {2004/1995}, Edition = {2nd}, Owner = {ralmond}, Timestamp = {2015.05.18} } @Book{kolen2004test, Title = {Test equating, scaling, and linking: Methods and practices}, Author = {Kolen, Michael J and Brennan, Robert L}, Publisher = {Springer}, Year = {2004} } @InProceedings{OOBayesNets, Title = {Object-Oriented {Bayesian} Networks}, Author = {Koller, D. and Pfeffer, A.}, Booktitle = {Proceedings of the Thirteenth Conference on Uncertainty in Artificial Intelligence ({UAI}-97)}, Year = {1997}, Pages = {302-313}, Owner = {jbabula}, Timestamp = {2006.01.24}, Url = {http://citeseer.nj.nec.com/koller97objectoriented.html} } @InProceedings{Kong1991, Title = {Analysis of Pedigree Data Using a Combination of Peeling and {Gibbs} Sampling}, Author = {Kong, C. T. A.}, Booktitle = {Computing Science and Statistics: Proceedings of the 23rd Symposium on the Interface Interface Foundation of North America}, Year = {1991}, Editor = {Kermedes, Elaine}, Pages = {379-386}, Owner = {jbabula}, Timestamp = {2006.01.24} } @TechReport{Kong1988, Title = {A Belief Function Generalization of {Gibbs} Ensembles}, Author = {Kong, C. T. A.}, Institution = {Harvard University, Departments of Statistics}, Year = {1988}, Note = { Also University of Chicago, Department of Statistics, Research Report No. 239}, Number = {S-122}, Type = {Technical Report}, Owner = {jbabula}, Timestamp = {2006.01.24} } @TechReport{Kong1986, Title = {Multivariate Belief Functions and Graphical Models}, Author = {Kong, C. T. A.}, Institution = {Harvard University, Department of Statistics}, Year = {1986}, Note = {Ph. D. thesis}, Number = {S-107}, Type = {Technical Report}, Owner = {jbabula}, Timestamp = {2006.01.24} } @Book{Kyburg1961, Title = {Probability and the Logic of Rational Belief}, Author = {Kyburg, H. E. Jr.}, Publisher = {Wesleyan University Press}, Year = {1961}, Owner = {jbabula}, Timestamp = {2006.01.24} } @TechReport{Lai2012, Title = {Establishing an evidence-based validity argument for performance assessments}, Author = {Lai, Emily R. and Wei, Hua and Hall, Erika L. and Fulkerson, Dennis}, Institution = {Pearson, LLC}, Year = {2012}, Type = {White Paper}, Owner = {ralmond}, Timestamp = {2015.06.09}, Url = {http://images.pearsonassessments.com/images/tmrs/tmrs/Establishing_evidence-based_validity_argument_performance_assessment.pdf} } @Article{Landweher1984, Title = {Graphical methods for assessing logistic regression models}, Author = {Landwehr, J. M. and Pergibon, Daryl and Shoemaker, A. C.}, Journal = {Journal of the American Statistical Association}, Year = {1984}, Note = {With Comments}, Pages = {61-71}, Volume = {79} } @Article{lange1995, Title = {A quasi-{N}ewton acceleration of the {EM} algorithm}, Author = {Lange, Kenneth}, Journal = {Statistica {S}inica}, Year = {1995}, Number = {1}, Pages = {1--18}, Volume = {5}, Publisher = {Statistica Sinica} } @Article{Langeheine1990, Title = {A unifying framework for {Markov} modeling in discrete space and discrete time}, Author = {Langeheine, R. and {van de Pol}, F.}, Journal = {Sociological Methods and Research}, Year = {1990}, Pages = {416-441}, Volume = {18} } @Article{Laskey2000, Title = {Network Engineering for Agile Belief Network Models}, Author = {Laskey, K. B. and Mahoney, S. M.}, Journal = {{IEEE} Transactions on Knowledge and Data Engineering}, Year = {2000}, Pages = {481-486}, Volume = {12}, Owner = {jbabula}, Timestamp = {2006.01.24} } @Book{Lauritzen1996, Title = {Graphical Models Oxford Statistical Science Series}, Author = {Lauritzen, S. L.}, Publisher = {Claredon Press}, Year = {1996}, Owner = {jbabula}, Timestamp = {2006.01.24} } @Article{Lauritzen1992, Title = {Propagation of Probabilities, Means, and Variances in Mixed Graphical Association Models}, Author = {Lauritzen, S. L.}, Journal = {Journal of the American Statistical Association}, Year = {1992}, Pages = {1098-1108}, Volume = {87}, Owner = {jbabula}, Timestamp = {2006.01.24} } @Article{LS1988, Title = {Local Computation with Probabilities on Graphical Structures and their Application to Expert Systems (with discussion)}, Author = {Lauritzen, S. L. and D. J. Spiegelhalter}, Journal = {Journal of the Royal Statistical Society, Series {B}}, Year = {1988}, Note = {Reprinted in Shafer and Pearl (1990)}, Pages = {205-247}, Volume = {50}, Owner = {jbabula}, Timestamp = {2006.01.24} } @Article{Lauritzen1989, Title = {Graphical models for associations between variables, some of which are qualitative and some quantitative}, Author = {Lauritzen, S. L. and Wermuth, N.}, Journal = {Annals of Statistics}, Year = {1989}, Pages = {31-57}, Volume = {17}, Owner = {jbabula}, Timestamp = {2006.01.24} } @Book{Lee1989, Title = {{Bayesian} Statistics: An Introduction}, Author = {Lee, P. M.}, Publisher = {Oxford University Press}, Year = {1989} } @Article{Leighton2004, Title = {The attribute hierarchy model: An approach for integrating cognitive theory with assessment practice}, Author = {Leighton, J[acqueline] P. and Gierl, M[ark] J. and Hunka, S[tephen] M.}, Journal = {Journal of Educational Measurement}, Year = {2004}, Pages = {205--236}, Volume = {41} } @Article{R-flexmix, Title = {{FlexMix}: A general framework for finite mixture models and latent class regression in {R}}, Author = {Friedrich Leisch}, Journal = {Journal of Statistical Software}, Year = {2004}, Number = {8}, Pages = {(online)}, Volume = {11}, Url = {http://www.jstatsoft.org/v11/i08/} } @TechReport{LevyDBN, Title = {Dynamic {B}ayesian Network Modeling of Game Based Diagnostic Assessments}, Author = {Levy, R.}, Institution = {The National Center for Research on Evaluation, Standards, Student Testing ({CRESST})}, Year = {in press}, Type = {CSE Technical Report}, Keywords = {TechReports, CRESST} } @Article{Levy2013, Title = {Psychometric and evidentiary advances, opportunities, and challenges for simulation-based assessment}, Author = {Levy, R.}, Journal = {Educational Assessment}, Year = {2013}, Pages = {182--207}, Volume = {18}, Owner = {ralmond}, Timestamp = {2015.06.09} } @TechReport{Levy2012, Title = {Psychometric advances, opportunities, and challenges for simulation-based assessment}, Author = {Levy, R.}, Institution = {Educational Testing Service}, Year = {2012}, Type = {Center for K-12 Assessment and Performance Management Report}, Owner = {ralmond}, Timestamp = {2015.05.18} } @Article{Levy2011, Title = {Posterior predictive model checking for conjunctive multidimensionality in item response theory}, Author = {Levy, R.}, Journal = {Journal of Educational and Behavioral Statistics}, Year = {2011}, Pages = {672--694}, Volume = {36} } @Article{Levy2004, Title = {Specifying and refining a measurement model for a simulation-based assessment}, Author = {Levy, R. and Mislevy, Robert J.}, Journal = {International Journal of Measurement}, Year = {2004}, Pages = {333-369}, Volume = {4}, Owner = {jbabula}, Timestamp = {2006.01.24} } @Article{LevyEtAl2009, Title = {Posterior predictive model checking for multidimensionality in item response theory}, Author = {Levy, R. and Mislevy, R. J. and Sinharay, S.}, Journal = {Applied Psychological Measurement}, Year = {2009}, Pages = {519--537}, Volume = {33} } @Article{Ley2010, Title = {A methodology for eliciting, modelling, and evaluating expert knowledge for an adaptive work-integrated learning system}, Author = {Ley, Tobias and Kump, Barbara and Albert, Dietrich}, Journal = {International Journal Of Human-Computer Studies}, Year = {2010}, Month = {APR}, Number = {4}, Pages = {185-208}, Volume = {68}, Abstract = {We present a methodology for constructing and evaluating models for adaptive informal technology-enhanced workplace learning. It is designed for knowledge-intensive work domains which are not pre structured according to a fixed curriculum. We extend research on Competence-based Knowledge Space Theory which has been mainly applied in educational settings. Our approach employs systematic knowledge elicitation and practically feasible evaluation techniques performed as part of the modelling process for iterative refinement of the models. A case study was performed in the Requirements Engineering domain to apply and test the developed methodology. We discuss lessons learned and several implications for knowledge engineering for adaptive workplace learning. (C) 2009 Elsevier Ltd. All rights reserved.}, Doi = {10.1016/j.ijhcs.2009.12.001}, ISSN = {1071-5819}, Keywords = {FindMe}, Unique-id = {ISI:000276129500002} } @MastersThesis{Li2013, Title = {A {Bayesian} Hierarchical Mixture Approach to Model Timing Data with Application to Writing Assessment}, Author = {Li, Tingxuan}, School = {Florida State University}, Year = {2013}, Owner = {ralmond}, Timestamp = {2014.06.08} } @Article{Li1994, Title = {Efficient inference in {Bayes} nets as a combinatorial optimization problem.}, Author = {Li, Z. and D'Ambrosio, B.}, Journal = {Intl Journal of Approximate Reasoning}, Year = {1994}, Pages = {55-81}, Volume = {11}, Owner = {jbabula}, Timestamp = {2006.01.24} } @Book{vanderLinden2005, Title = {Linear models for optimal test design}, Author = {van der Linden, W. J.}, Publisher = {Springer-Verlag}, Year = {2005} } @Book{vanderLindenGlas2010, Title = {Elements of Adaptive Testing}, Author = {van der Linden, W. J. and Glas, Cees A. W. (2010)}, Publisher = {Springer}, Year = {2010} } @Book{LittleRubin1987, Title = {Statistical Analysis with Missing Data}, Author = {Little, R. and Rubin, D. B.}, Publisher = {John Wiley}, Year = {1987} } @InCollection{LiuWest2001, Title = {Combined Parameter and State Estimation in Simulation-Based Filtering}, Author = {Liu, Jane and West, Mike}, Booktitle = {Sequential {Monte} {Carlo} Methods in Practice}, Publisher = {Springer}, Year = {2001}, Editor = {Doucet, Arnaud and {de Freitas}, Nando and Gordon, Neil}, Pages = {197--223} } @Article{liu2012data, Title = {Data-Driven Learning of {Q}-Matrix}, Author = {Liu, Jingchen and Xu, Gongjun and Ying, Zhiliang}, Journal = {Applied Psychological Measurement}, Year = {2012}, Pages = {548--564}, Volume = {36} } @Book{Liu2001, Title = {{Monte} {Carlo} Strategies in Scientific Computing}, Author = {Liu, Jun S.}, Publisher = {Springer}, Year = {2001}, Owner = {jbabula}, Timestamp = {2006.01.24} } @TechReport{LivingstonZieky1983, Title = {A Comparison Study of Standard-Setting Methods}, Author = {Livingston, S. A. and Zieky, M. J.}, Institution = {{ETS}}, Year = {1983}, Number = {RR-83-38}, Type = {Research Report} } @Book{Longford1995, Title = {Models for Uncertainty in Educational Testing}, Author = {Longford, Nicholas T.}, Publisher = {Springer}, Year = {1995} } @Book{Lord1980, Title = {Applications of Item Response Theory to Practical Testing Problems}, Author = {Lord, F. M.}, Publisher = {Lawrence Erlbaum Associates}, Year = {1980}, Owner = {jbabula}, Timestamp = {2006.01.24} } @Article{Louis1982, Title = {Finding the observed information matrix when using the EM algorithm}, Author = {Louis, T. A.}, Journal = {Journal of the Royal Statistical Society, Series B}, Year = {1982}, Pages = {226-233}, Volume = {44}, Owner = {jbabula}, Timestamp = {2006.01.24} } @InCollection{luecht2012, Title = {Missing responses in item response theory}, Author = {Luecht, Richard M}, Booktitle = {Automatic item generation: Theory and practice}, Publisher = {Routledge}, Year = {2012}, Editor = {Gierl, Mark J and Haladyna, Thomas M}, Owner = {RMISLEVY} } @Article{OpenBUGS, Title = {The {BUGS} project: Evolution, critique and future directions (with discussion)}, Author = {Lunn, D. J. and Spiegelhalter, D. and Thomas, A. and Best, N.}, Journal = {Statistics in Medicine}, Year = {2009}, Pages = {3049--3082}, Volume = {28}, Opturl = {http://www.openbugs.info/} } @Article{WinBUGS, Title = {{WinBUGS} -- a {Bayesian} modeling framework: concepts, structure, and extensibility.}, Author = {Lunn, D. J. and Thomas, A. and Best, N. and Spiegelhalter, D.}, Journal = {Statistics and Computing}, Year = {2000}, Pages = {325--337}, Volume = {10} } @Book{Lynch2007, Title = {Introduction to Applied Bayesian Statsticis and Estimation for Social Sciences}, Author = {Lynch, Scott M.}, Publisher = {Springer}, Year = {2007}, ISBN = {978-0-387-71264-2} } @InCollection{TestSelection, Title = {Test selection strategies for belief networks}, Author = {Madigan, D. and Russell G. Almond}, Booktitle = {Learning from Data: {AI} and {Statistics} {V}}, Publisher = {Springer-Verlag}, Year = {1995}, Editor = {D. Fisher and H. J. Lenz}, Pages = {89-98}, Keywords = {Collection, ACED}, Owner = {ralmond}, Timestamp = {2005.12.17} } @Article{Madigan1995, Title = {Enhancing the Predictive Performance of {Bayesian} Graphical Models}, Author = {Madigan, D. and J. Gavrin and A. E. Raftery}, Journal = {Communications in Statistics: Theory and Methods}, Year = {1995}, Pages = {2271-2292}, Volume = {24}, Owner = {jbabula}, Timestamp = {2006.01.24} } @TechReport{Madigan95, Title = {Bayesian graphical modeling for intelligent tutoring systems}, Author = {D Madigan and E Hunt and B Levidow}, Institution = {University of Washington, Department of Statstics}, Year = {1995}, Keywords = {ITS, check}, Owner = {ralmond}, Timestamp = {2010.05.03} } @Article{MMA, Title = {Graphical explanation in belief networks}, Author = {Madigan, D. and K. Mosurski and Russell G. Almond}, Journal = {Journal of Computational Graphics and Statistics}, Year = {1997}, Number = {2}, Pages = {160-181}, Volume = {6}, Keywords = {Articles, online}, Owner = {ralmond}, Timestamp = {2005.12.17}, Url = {http://www.amstat.org/publications/jcgs/index.cfm?fuseaction=madiganjun} } @Article{Madigan1994, Title = {Model Selection and Accounting for Model Uncertainty in Graphical Models Using Occam's Window}, Author = {Madigan, D. and Raftery, A. E.}, Journal = {JASA}, Year = {1994}, Pages = {1535-1546}, Volume = {89}, Owner = {jbabula}, Timestamp = {2006.01.24} } @InCollection{ModelSelection, Title = {Strategies for graphical model selection}, Author = {Madigan, D. and Raftery, A. E. and York, J. C. and Bradshaw, J. M. and Almond, Russell G.}, Booktitle = {Selecting Models from Data: Artificial Intelligence and Statistics IV}, Publisher = {Springer-Verlag}, Year = {1994}, Editor = {P. Cheeseman and W. Oldford}, Pages = {91-100}, Keywords = {Collection}, Owner = {ralmond}, Timestamp = {2005.12.17} } @InProceedings{Madigan1996, Title = {{Bayesian} Model Averaging}, Author = {Madigan, D. and Raftery, A. E.and Volinsky, C. and Hoeting, J.}, Booktitle = {Proceedings of the {AAAI} {Workshop} on {Integrating} {Multiple} {Learned} {Models}}, Year = {1996}, Owner = {jbabula}, Timestamp = {2006.01.24} } @TechReport{Madigan1993, Title = {{Bayesian} Graphical Models}, Author = {Madigan, D. and J. C. York}, Institution = {University of Washington, Department of Statistics}, Year = {1993}, Number = {259}, Type = {Technical Report}, Owner = {jbabula}, Timestamp = {2006.01.24} } @InProceedings{OIP, Title = {Open implementation analysis and design}, Author = {Maeda, Chris and Lee, Arthur and Murphy, Gail and Kiczales, Gregor}, Booktitle = {SSR '97: Proceedings of the 1997 symposium on Software reusability}, Year = {1997}, Address = {New York, NY, USA}, Pages = {44--52}, Publisher = {ACM}, Doi = {http://doi.acm.org/10.1145/258366.258383}, ISBN = {0-89791-945-9}, Location = {Boston, Massachusetts, United States} } @InProceedings{Mahoney96networkengineering, Title = {Network engineering for complex belief networks}, Author = {Suzanne M. Mahoney and Kathryn B. Laskey}, Booktitle = {In Proceedings of the 12th Conference on Uncertainty in Artificial Intelligence ({UAI-96})}, Year = {1996}, Editor = {Horvitz, E. and Jensen, F.}, Pages = {389--396}, Publisher = {Morgan Kaufmann} } @Book{Maier1983, Title = {The Theory of Relational Databases}, Author = {Maier, D.}, Publisher = {Computer Science Press, Rockville, Maryland.}, Year = {1983}, Owner = {jbabula}, Timestamp = {2006.01.24} } @Article{MarcotteHintze2009, Title = {Incremental and predictive utility of formative assessment methods of reading comprehension}, Author = {Marcotte, A. M. and Hintze, J. M.}, Journal = {Journal of School Psychology}, Year = {2009}, Pages = {315-335}, Volume = {47} } @Book{MardiaKentBibby, Title = {Multivariate Analysis}, Author = {Mardia, K. V. and Kent, J. T. and Bibby, J. M.}, Publisher = {Academic Press}, Year = {1979} } @Article{maris1999, Title = {Estimating multiple classification latent class models}, Author = {Maris, Eric}, Journal = {Psychometrika}, Year = {1999}, Number = {2}, Pages = {187--212}, Volume = {64}, Publisher = {Springer} } @TechReport{Marshall1987, Title = {Schema knowledge structures for representing and understanding arithmetic story problems}, Author = {Marshall, S.P. and Pribe, C.A. and Smith, J.D.}, Institution = {Office of Navel Research}, Year = {1987}, Number = {Contract No. {N00014-85-K-0661}}, Type = {Technical Report} } @TechReport{MartinVanLehn1994, Title = {Discrete factor analysis: Learning hidden variables in {Bayesian} networks}, Author = {Martin, J. and VanLehn, K.}, Institution = {{LRDC}, University of Pittsburgh}, Year = {1994}, Number = {LRDC-ONR-94-1}, Type = {Technical Report} } @Article{Martz1997, Title = {Using higher-level failure data in fault tree quantification}, Author = {Martz, H. F. and R. G. Almond}, Journal = {Reliability Engineering and Safety Systems}, Year = {1997}, Pages = {29-42}, Volume = {56}, Keywords = {Articles}, Owner = {ralmond}, Timestamp = {2005.12.17} } @InCollection{Matheson1990, Title = {Using Influence Diagrams to Value Information and Control}, Author = {Matheson, J. E.}, Booktitle = {Influence Diagrams, Belief Nets and Decision Analysis}, Publisher = {John Wiley \& Sons}, Year = {1990}, Editor = {Oliver, Robert M. and Smith James Q.}, Pages = {25--48}, Owner = {jbabula}, Timestamp = {2006.01.25} } @TechReport{bowties, Title = {Eliciting and Combining Influence Diagrams: Tying Many Bowties Together}, Author = {Mathias, Krol Kevin and Isenhour, Cynthia and Dekhtyar, Alex and Goldsmith, Judy and Goldstein, Beth}, Institution = {University of Kentucky, Department of Computer Science}, Year = {2006}, Number = {TR453-06}, Type = {Technical Report}, Url = {http://www.cs.uky.edu/~dekhtyar/publications/TR453-06.pdf} } @InProceedings{matsuda2000, Title = {Decision theoretic instructional planner for intelligent tutoring systems}, Author = {Matsuda, N. and VanLehn, K.}, Booktitle = {Proceedings Workshop on Modeling Human Teaching Tactics and Strategies, ITS2000}, Year = {2000} } @Article{mayo2001, Title = {Optimising ITS behaviour with Bayesian networks and decision theory}, Author = {Mayo, M. and Mitrovic, A.}, Journal = {International Journal of Artificial Intelligence in Education}, Year = {2001}, Number = {2}, Pages = {124--153}, Volume = {12}, Publisher = {Citeseer} } @InProceedings{Mazza2003, Title = {{CourseVis}: Exernalizing Student Information to Facilitate Instructors in Distance Learning}, Author = {Mazza, R. and Dimitrova, V.}, Booktitle = {Proceedings of {AIEDD} '2003}, Year = {2003}, Editor = {Hoppe, U. and Verdejo, F. and Kay, J.}, Pages = {279--286} } @Book{McCullagh1989, Title = {Generalized Linear Models. (2nd Edition)}, Author = {McCullagh, P. and J. A. Nelder}, Publisher = {Chapman and Hall}, Year = {1989}, Owner = {jbabula}, Timestamp = {2006.01.25} } @Book{WJIII-manual, Title = {Woodcock--{Johnson} {III} Technical Manual}, Author = {McGrew, K. S. and Woodcock, R. W.}, Publisher = {Riverside Publishing}, Year = {2001} } @Book{mclachlan2008EM, Title = {The {EM} algorithm and extensions}, Author = {McLachlan, Geoffrey and Krishnan, Thriyambakam}, Publisher = {Wiley}, Year = {2008}, Edition = {2nd} } @Book{McLachlanPeel2000, Title = {Finite Mixture Models}, Author = {McLachlan, G. and Peel, D.}, Publisher = {Wiley}, Year = {2000}, ISBN = {978-0471006268}, Owner = {ralmond}, Timestamp = {2014.06.05} } @PhdThesis{Mead1976, Title = {Assessment of fit of data to the {Rasch} model through analysis of residuals.}, Author = {Mead, R.}, School = {University of Chicago, Department of Education}, Year = {1976} } @Article{meijer2001, Title = {Methodology review: Evaluating person fit}, Author = {Meijer, Rob R and Sijtsma, Klaas}, Journal = {Applied Psychological Measurement}, Year = {2001}, Number = {2}, Pages = {107--135}, Volume = {25}, Publisher = {Sage Publications} } @Article{Meila2000, Title = {Learning with Mixtures of Trees}, Author = {Meil\u a, M. and Jordan, M. I.}, Journal = {Journal of Machine Learning Research}, Year = {2000}, Pages = {1-48}, Volume = {1}, Owner = {jbabula}, Timestamp = {2006.01.25} } @Article{Meiser1998, Title = {Latent Change in Discrete Data: Unidimensional, Multidimensiona, and Mixutre Distribution Rasch Models for the Analysis of Repeated Observations}, Author = {Meiser, Thorsten and Stern, Elsbeth and Langeheine, Rolf}, Journal = {Methods of Psychological Research Online}, Year = {1998}, Number = {2}, Volume = {3}, Url = {http://www.mpr-online.de//issue5/art6/article.html} } @Article{MengvanDyk1997, Title = {The {EM} Algorithm --- an Old Folk-song Sung to a Fast New Tune}, Author = {Meng, Xiao-Li and {van Dyk}, David}, Journal = {Journal of the Royal Statsitical Society, Series B}, Year = {1997}, Number = {3}, Pages = {511-567}, Volume = {59}, Owner = {ralmond}, Timestamp = {2015.05.18} } @Article{Merrill1992, Title = {Instructional transaction shells: Responsibilities, methods, and parameters}, Author = {Merrill, M. D. and Li, Z. and Jones, M. K.}, Journal = {Educational Technology}, Year = {1992}, Pages = {5-26}, Volume = {32 (2)}, Owner = {jbabula}, Timestamp = {2006.01.25} } @InCollection{Messick1989, Title = {Validity}, Author = {Messick, S.}, Booktitle = {Educational measurement (3rd Ed.)}, Publisher = {American Council on Education/Macmillan}, Year = {1989}, Editor = {R. L. Linn}, Pages = {13-103}, Owner = {jbabula}, Timestamp = {2006.01.25} } @Article{Messick1994, Title = {The interplay of evidence and consequences in the validation of performance assessments}, Author = {Messick, S.}, Journal = {Educational Researcher}, Year = {1994}, Pages = {13-23}, Volume = {23(2)}, Owner = {jbabula}, Timestamp = {2006.01.25} } @Article{Metropolis1949, Title = {The {Monte} {Carlo} method}, Author = {Metropolis, N. and Ulam, S.}, Journal = {Journal of the American Statistical Association}, Year = {1949}, Pages = {335-341}, Volume = {44}, Owner = {jbabula}, Timestamp = {2006.01.25} } @Manual{R-vcd, Title = {vcd: Visualizing Categorical Data}, Author = {Meyer, David and Zeileis, Achim and Hornik, Kurt}, Note = {{R} package version 1.0-5}, Year = {2007}, Url = {http://cran.R-project.org/} } @Article{Millan2001, Title = {Bayesian student modeling and the problem of parameter specification}, Author = {Millan, E and Agosta, JM and de la Cruz, JLP}, Journal = {British Journal of Educational Technology}, Year = {2001}, Month = {MAR}, Number = {2}, Pages = {171-181}, Volume = {32}, Abstract = {In this paper, the application of Bayesian networks to student modeling is discussed, A review of related work is made, and then the structural model is defined. Two of the most commonly cited reasons for not using Bayesian networks in student modeling are the computational complexity of the algorithms and the difficulty of the knowledge acquisition process, We propose an approach to simplify knowledge acquisition. Our approach applies causal independence to factor the conditional probabilities and decrease the parameters required for each question to a number linear in the number of concepts, This also provides the new parameters with an intuitive meaning that makes their specification easier. Finally, we present an example to illustrate the use of our approach.}, ISSN = {0007-1013}, Keywords = {ITS}, Unique-id = {ISI:000168053300006} } @Article{Millan2002, Title = {A Bayesian diagnostic algorithm for student modeling and its evaluation}, Author = {Millan, E and Perez-de-la-Cruz, JL}, Journal = {User Modeling and User-Adapted Interaction}, Year = {2002}, Number = {2-3}, Pages = {281-330}, Volume = {12}, Abstract = {In this paper, we present a new approach to diagnosis in student modeling based on the use of Bayesian Networks and Computer Adaptive Tests. A new integrated Bayesian student model is defined and then combined with an Adaptive Testing algorithm. The structural model defined has the advantage that it measures students' abilities at different levels of granularity, allows substantial simplifications when specifying the parameters (conditional probabilities) needed to construct the Bayesian Network that describes the student model, and supports the Adaptive Diagnosis algorithm. The validity of the approach has been tested intensively by using simulated students. The results obtained show that the Bayesian student model has excellent performance in terms of accuracy, and that the introduction of adaptive question selection methods improves its behavior both in terms of accuracy and efficiency.}, ISSN = {0924-1868}, Keywords = {ITS}, Unique-id = {ISI:000174937600007} } @Article{Miller1983, Title = {ATTENDING: Critiquing a physician's management plan}, Author = {Miller, P.}, Journal = {{IEEE} Transactions on Pattern Analysis and Machine Intelligence}, Year = {1983}, Pages = {449-461}, Volume = {5}, Owner = {jbabula}, Timestamp = {2006.01.25} } @Article{JMislevy2012, Title = {Detecting local item dependence in polytomous adaptive data}, Author = {Mislevy, J. and Rupp, A. A. and Harring, J. R.}, Journal = {Journal of Educational Measurement}, Year = {2012}, Pages = {127--147}, Volume = {49} } @InCollection{Mislevy2006, Title = {Cognitive psychology and educational assessment}, Author = {Mislevy, Robert J.}, Booktitle = {Educational Measurement}, Publisher = {American Council on Education/Praeger}, Year = {2006}, Edition = {4th}, Editor = {Brennan, R. L.} } @InCollection{MislevyMissing2013, Title = {Missing responses in item response theory}, Author = {Mislevy, Robert J.}, Booktitle = {Handbook of Item Response Theory (2nd Edition)}, Publisher = {Chapman \& Hall}, Year = {2013}, Editor = {W. J. {van der Linden} and R. K. Hambleton}, Keywords = {Collection}, Owner = {RMISLEVY}, Timestamp = {2012.11.20} } @Article{Mislevy2013, Title = {Evidence-centered design for simulation-based assessment}, Author = {Mislevy, Robert J}, Journal = {Military Medicine}, Year = {2013}, Pages = {107-114}, Volume = {178}, Owner = {ralmond}, Timestamp = {2015.06.08} } @Article{mislevy2010expertise, Title = {Some implications of expertise research for educational assessment}, Author = {Mislevy, Robert J}, Journal = {Research Papers in Education}, Year = {2010}, Number = {3}, Pages = {253--270}, Volume = {25}, Publisher = {Taylor \& Francis} } @Article{Mislevy2003, Title = {Substance and structure in assessment arguments}, Author = {Mislevy, Robert J.}, Journal = {Law, Probability, and Risk}, Year = {2003}, Pages = {237-258}, Volume = {2} } @Article{ISI:A1996WE89500001, Title = {Test theory reconceived}, Author = {Mislevy, R. J.}, Journal = {Journal of Educational Measurement}, Year = {1996}, Month = {WIN}, Number = {4}, Pages = {379-416}, Volume = {33}, Abstract = {Educational test theory consists of statistical and methodological tools to support inference about examinees' knowledge, skills, and accomplishments. Its evolution has been shaped by the nature of users' inferences, which have been framed almost exclusively in terms of trait and behavioral psychology, and focused on students' tendency to act in prespecified ways in prespecified domains of tasks. Progress in the methodology of test theory enabled users to extend the range of inference and ground interpretations more solidly within these psychological paradigms. Developments in cognitive and developmental psychology have broadened the range of inferences we wish to make about students' learning to encompass conjectures about the nature and acquisition of their knowledge. The same underlying principles of inference that led to standard test theory can support inference in this broader universe of discourse. Familiar models and methods-sometimes extended, sometimes reinterpreted sometimes applied to problems wholly different from those for which they were first devised-can play a useful role to this end.}, ISSN = {0022-0655}, Owner = {ralmond}, Timestamp = {2010.05.03}, Unique-id = {{ISI:A1996WE89500001}} } @Article{Mislevy1995lang, Title = {Test Theory and Language Learning in Assessment}, Author = {Mislevy, Robert J.}, Journal = {Language Testing}, Year = {1995}, Pages = {341-369}, Volume = {12}, Owner = {jbabula}, Timestamp = {2006.01.25} } @TechReport{MislevyFading, Title = {Information-Decay Pursuit of Dynamic Parameters in Student Models}, Author = {Mislevy, Robert J.}, Institution = {ETS}, Year = {1995}, Number = {RM-94-14-onr}, Type = {Research Report}, Url = {http://www.ets.org/research/policy_research_reports/rm-94-14-onr} } @Article{Mislevy1994, Title = {Evidence and Inference in Educational Assessment}, Author = {Mislevy, Robert J.}, Journal = {Psychometrika}, Year = {1994}, Pages = {439-483}, Volume = {59}, Owner = {jbabula}, Timestamp = {2006.01.25} } @Article{mislevy1986bayes, Title = {Bayes modal estimation in item response models}, Author = {Mislevy, Robert J}, Journal = {Psychometrika}, Year = {1986}, Pages = {177--195}, Volume = {51}, Publisher = {Springer} } @Article{Mislevy1984, Title = {Estimating latent distributions}, Author = {Mislevy, Robert J.}, Journal = {Psychometrika}, Year = {1984}, Pages = {359--381}, Volume = {49}, Owner = {jbabula}, Timestamp = {2006.01.25} } @TechReport{BiomassCPT, Title = {Modeling conditional probabilities in complex educational assessments}, Author = {Mislevy, Robert J. and Russell G. Almond and Lou DiBello and Frank Jenkins and Linda S. Steinberg and Duanli Yan and Deniz Senturk}, Institution = {The National Center for Research on Evaluation, Standards, Student Testing ({CRESST})}, Year = {2002}, Note = {Numerical example for testing Ergo.}, Number = {580}, Type = {CSE Technical Report}, Keywords = {TechReports, CRESST}, Owner = {ralmond}, Timestamp = {2005.12.19}, Url = {http://www.cresst.org/reports/TR580.pdf} } @TechReport{ECDabc, Title = {A brief introduction to evidence-centered design}, Author = {Mislevy, Robert J. and Almond, Russell G. and Lukas, J.}, Institution = {The National Center for Research on Evaluation, Standards, Student Testing ({CRESST})}, Year = {2004}, Note = {Also {ETS} Research Report RR-03-32.}, Number = {632}, Type = {CSE Technical Report}, Keywords = {TechReports, CRESST}, Owner = {ralmond}, Timestamp = {2005.12.19}, Url = {http://www.cresst.org/reports/r632.pdf} } @Article{LangAssess, Title = {Design and analysis in a task-based language assessment}, Author = {Mislevy, Robert J. and Almond, Russell G. and Steinberg, L. S.}, Journal = {Language Testing}, Year = {2002}, Number = {4}, Pages = {477-496}, Volume = {19}, Keywords = {Articles}, Owner = {ralmond}, Timestamp = {2005.12.16} } @InProceedings{NCME1999, Title = {Evidentiary considerations in performance assessment}, Author = {Mislevy, Robert J. and Almond, Russell G. and Steinberg, L. S.}, Booktitle = {Annual Meeting of the National Council on Measurement in Education}, Year = {1999}, Keywords = {Proceedings}, Owner = {ralmond}, Timestamp = {2005.12.18} } @TechReport{KBMCnote, Title = {A note on knowledge-based model construction in educational assessment}, Author = {Mislevy, Robert J. and Almond, Russell G. and Steinberg, L. S.}, Institution = {The National Center for Research on Evaluation, Standards, Student Testing ({CRESST})}, Year = {1998}, Note = {Numerical example for testing Ergo.}, Number = {480}, Type = {CSE Technical Report}, Keywords = {TechReports, CRESST}, Owner = {ralmond}, Timestamp = {2005.12.19}, Url = {http://www.cresst.org/products/reports/TECH480.pdf} } @InProceedings{ASA97, Title = {Task design, student modeling, and evidentiary reasoning in complex educational assessments}, Author = {Mislevy, Robert J. and Almond, Russell G. and Steinberg, L. S.}, Booktitle = {Section on {Bayesian} Statistical Science at the Annual Meeting of the American Statistical Association}, Year = {1997}, Keywords = {Proceedings}, Owner = {ralmond}, Timestamp = {2005.12.18} } @InProceedings{WhereNumbers, Title = {Bayes nets in educational assessment: Where the numbers come from.}, Author = {Mislevy, Robert J. and Almond, Russell G. and Yan, Duanli and Steinberg, Linda S.}, Booktitle = {Uncertainty in Artificial Intelligence '99}, Year = {1999}, Editor = {K. B. Laskey and H. Prade}, Pages = {437-446}, Publisher = {Morgan-Kaufmann}, Keywords = {Collection}, Owner = {ralmond}, Timestamp = {2005.12.17} } @Article{mislevy2010KRs, Title = {On the roles of external knowledge representations in assessment design}, Author = {Mislevy, Robert J and Behrens, John T and Bennett, Randy E and Demark, Sarah F and Frezzo, Dennis C and Levy, Roy and Robinson, Daniel H and Wise Rutstein, Daisy and Shute, Valerie J and Stanley, Ken and Winters, F. 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H.}, Journal = {User-Modeling and User-Adapted Interaction}, Year = {1996}, Pages = {253-282}, Volume = {5}, Owner = {jbabula}, Timestamp = {2006.01.11} } @Article{mislevy2013conditional, Title = {A `conditional' sense of fairness in assessment}, Author = {Mislevy, Robert J and Haertel, Geneva and Cheng, Britte H and Ructtinger, Liliana and DeBarger, Angela and Murray, Elizabeth and Rose, David and Gravel, Jenna and Colker, Alexis M and Rutstein, Daisy and others}, Journal = {Educational Research and Evaluation}, Year = {2013}, Number = {2-3}, Pages = {121--140}, Volume = {19}, Publisher = {Taylor and Francis} } @InCollection{Mislevy2011, Title = {Evidence centered task design in test development}, Author = {Mislevy, Robert J and Haertel, G. and Yarnall, L. and Wentland, E}, Booktitle = {Measurement, assessment, and evaluation in high education}, Publisher = {Rout}, Year = {2011}, Editor = {C. 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M.}, Booktitle = {Handbook of Test Development}, Publisher = {Erlbaum}, Year = {2006}, Editor = {Downing, S. M. and Haladyna, T. M.}, Pages = {61--90}, Owner = {ralmond}, Timestamp = {2015.06.09} } @TechReport{Mislevy2009SRI, Title = {Design patterns for assessing model-based reasoning}, Author = {Mislevy, Robert J and Riconscente, M. M. and Rutstein, D.}, Institution = {{SRI} {International}}, Year = {2009}, Number = {6}, Type = {Large-Scale Assessment Technical Report}, Owner = {ralmond}, Timestamp = {2015.06.09} } @TechReport{Mislevy2009MBR, Title = {Design Patterns for Assessing Model-Based Reasoning}, Author = {Mislevy, R. J. and Riconscente, M. M. and Rutstein, D. 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M. and Mislevy, Robert J}, Booktitle = {Institutional models of education: Legal framework \& methodological aspects for a new approach to the problem of school governance}, Publisher = {Wolf Legal Publishers}, Year = {2006}, Editor = {Gori, E. andVidoni, D. and Hanushek, E. and Glenn, C. L.}, Pages = {175--181}, Owner = {ralmond}, Timestamp = {2015.06.09} } @InCollection{RiconscenteECD, Title = {Evidence-centered assessment design}, Author = {Riconscente, M. M. and Mislevy, Robert J and Corrigan, S.}, Booktitle = {Handbook of test development}, Publisher = {Erl}, Year = {in press}, Edition = {2nd Edition}, Editor = {Lane, S and Raymond, M. R. and Haladyna, T. M.}, Owner = {ralmond}, Timestamp = {2015.06.09} } @InCollection{RiconscenteECD, Title = {Evidence-centered assessment design}, Author = {Riconscente, M. M. and Mislevy, Robert J and Corrigan, S.}, Booktitle = {Handbook of test development}, Publisher = {Erl}, Year = {in press}, Edition = {2nd Edition}, Editor = {Lane, S and Raymond, M. R. and Haladyna, T. M.}, Owner = {ralmond}, Timestamp = {2015.06.09} } @Article{RijmenIJAR, Title = {{Bayesian} networks with a logistic regression model for the conditional probabilities}, Author = {Rijmen, Frank}, Journal = {International Journal of Approximate Reasoning}, Year = {2008}, Pages = {659--666}, Volume = {48} } @Article{rijmen2002, Title = {The random weights linear logistic test model}, Author = {Rijmen, Frank and De Boeck, Paul and Leuven, KU}, Journal = {Applied Psychological Measurement}, Year = {2002}, Number = {3}, Pages = {271--285}, Volume = {26}, Publisher = {Sage Publications} } @Article{Rijmen2007, Title = {Latent class models for diary method data: parameter estimation by local computations}, Author = {Rijmen, Frank and Vansteelandt, Kristof and De Boeck, Paul}, Journal = {Psychometrica}, Year = {2007}, Note = {To Appear} } @Article{Rissanen1987, Title = {Stochastic complexity (with discussion)}, Author = {Rissanen, J.}, Journal = {JRSS B}, Year = {1987}, Pages = {223--265}, Volume = {49} } @Article{Ritter2007, Title = {Cognitive tutor: Applied research in mathematics education}, Author = {Ritter, Steven and Anderson, John R. and Koedinger, Kenneth R. and Corbett, Albert}, Journal = {Psychonomic Bulletin and Review}, Year = {2007}, Month = {APR}, Number = {2}, Pages = {249-255}, Volume = {14}, Abstract = {For 25 years, we have been working to build cognitive models of mathematics, which have become a basis for middle- and high-school curricula. We discuss the theoretical background of this approach and evidence that the resulting curricula are more effective than other approaches to instruction. We also discuss how embedding a well specified theory in our instructional software allows us to dynamically evaluate the effectiveness of our instruction at a more detailed level than was previously possible. The current widespread use of the software is allowing us to test hypotheses across large numbers of students. We believe that this will lead to new approaches both to understanding mathematical cognition and to improving instruction.}, ISSN = {1069-9384}, Unique-id = {ISI:000248136600012} } @Article{Robins2000, Title = {The Asymptotic Distribution of P-Values in Composite Null Models (with discussion)}, Author = {Robins, J. M. and {van der Vaart}, A. and Ventura, V.}, Journal = {Journal of the American Statistical Association}, Year = {2000}, Number = {422}, Pages = {1143--1172}, Volume = {95}, Url = {http://www.hsph.harvard.edu/causal/publications/p-values.pdf} } @Article{RoseTarjan1976, Title = {Algorithmic Aspects of Vertex Elimination on Graphs}, Author = {Rose, D. J. and R. E. Tarjan and G. S. Lueker}, Journal = {Siam J. Comput.}, Year = {1976}, Pages = {266-283}, Volume = {5} } @Book{Ross1989, Title = {Probability Models}, Author = {Ross, S. M.}, Publisher = {Academic Press}, Year = {1989} } @Book{Ross1988, Title = {A First Course in Probability}, Author = {Ross, S. M.}, Publisher = {Macmillan}, Year = {1988} } @Article{Rost1990, Title = {Rasch models in latent classes: An integration of two approaches to item analysis}, Author = {Rost, J.}, Journal = {Applied Psychological Measurement}, Year = {1990}, Pages = {271--282}, Volume = {14} } @Article{Roussos2007, Title = {Skills Diagnosis Using {IRT}-Based Latent Class Models}, Author = {Roussos, Louis A. and Templin, Jonathan L. and Henson, Robert A.}, Journal = {Journal of Educational Measurement}, Year = {2007}, Number = {4}, Pages = {293--311}, Volume = {44} } @Book{Rubin1987, Title = {Multiple Imputation for Nonresponse in Surveys}, Author = {Rubin, D. B.}, Publisher = {Wiley}, Year = {1987}, Address = {New York}, Owner = {rmislevy}, Timestamp = {2007.10.14} } @Article{Rubin1984, Title = {{Bayesian} justifiable and relevant frequency calculations for the applied statistician}, Author = {Rubin, D. B.}, Journal = {Annals of Statistics}, Year = {1984}, Pages = {1151--1172}, Volume = {12} } @InProceedings{Rubin1978, Title = {Multiple imputation in sample surveys: A pheonomenological {Bayesian} approach to nonresponse}, Author = {Rubin, D. B.}, Booktitle = {Proceedings of the Survey Research Methods Section}, Year = {1978}, Pages = {20-44}, Publisher = {American Statistical Association} } @Article{Rubin1977, Title = {Formalizing subjective notions about the effect of nonrespondentsin sample surveys.}, Author = {Rubin, D. B.}, Journal = {Journal of the American Statistical Association}, Year = {1977}, Pages = {538-543}, Volume = {72}, Owner = {rmislevy}, Timestamp = {2007.10.14} } @Article{Rupp2012, Title = {Putting ECD into practice: The interplay of theory and data in evidence models within a digital learning environment}, Author = {Rupp, A. A. and Levy, R. and DiCerbo, K E and Sweet, S. and Crawford, A. V. and Caliço, T. and Fay, D. and Kunze, K.L. and Mislevy, Robert J and Behrens, J T}, Journal = {Journal of Educational Data Mining}, Year = {2012}, Pages = {49-110}, Volume = {4}, Url = {http://www.educationaldatamining.org/JEDM/images/articles/vol4/issue1/RuppEtAlVol4Issue1P49_110.pdf} } @Book{RuppTempHens, Title = {Diagnostic measurement: Theory, methods, and applications.}, Author = {Rupp, A. A. and Templin, J. and Hensen, R. J.}, Publisher = {Guilford Press}, Year = {2010}, Owner = {ralmond}, Timestamp = {2015.05.18} } @InCollection{sabourin2013, Title = {Utilizing Dynamic Bayes Nets to Improve Early Prediction Models of Self-regulated Learning}, Author = {Sabourin, Jennifer and Mott, Bradford and Lester, James}, Booktitle = {User Modeling, Adaptation, and Personalization}, Publisher = {Springer}, Year = {2013}, Editor = {Carberry, Sandra and Weibelzahl, Stephan and Micarelli, Alessandro and Semeraro, Giovanni}, Pages = {228--241} } @Article{Samejima1969, Title = {Estimation of latent ability using a response pattern of graded scores}, Author = {Samejima, F.}, Journal = {Psychometrika Monograph No. 17}, Year = {1969}, Number = {4}, Pages = {(Part 2)}, Volume = {34} } @Article{SaoPedro2013, Title = {Leveraging machine-learned detectors of systematic inquiry behavior to estimate and predict transfer of inquiry skill}, Author = {Sao {P}edro, Michael A and Baker, Ryan SJ{d} and Gobert, Janice D and Montalvo, Orlando and Nakama, Adam}, Journal = {User Modeling and User-Adapted Interaction}, Year = {2013}, Number = {1}, Pages = {1--39}, Volume = {23}, Publisher = {Springer} } @Book{Savage1972, Title = {The Foundations of Statistics (Second Edition)}, Author = {Savage, L. J.}, Publisher = {Dover}, Year = {1972}, Note = {(First edition, 1954, Wiley.)} } @Article{scalise2006computer, Title = {Computer-based assessment in E-learning: A framework for constructing" intermediate constraint" questions and tasks for technology platforms}, Author = {Scalise, Kathleen and Gifford, Bernard}, Journal = {The Journal of Technology, Learning and Assessment}, Year = {2006}, Number = {6}, Volume = {4} } @Book{Schum1994, Title = {The evidential foundations of probabilistic reasoning}, Author = {Schum, D. A.}, Publisher = {Wiley}, Year = {1994} } @Article{Schwarz1978, Title = {Estimating the Dimension of a Model}, Author = {Schwarz, G.}, Journal = {Annals of Statistics}, Year = {1978}, Pages = {461--464}, Volume = {6} } @Article{Shachter1986, Title = {Evaluating Influence Diagrams}, Author = {Shachter, R. D.}, Journal = {Operations Research}, Year = {1986}, Note = {Reprinted in Shafer and Pearl (1990).}, Pages = {871--82}, Volume = {34} } @Book{Shafer1996, Title = {The Art of Causal Conjecture}, Author = {Shafer, G.}, Publisher = {MIT Press}, Year = {1996} } @Article{ShaferPerspectives, Title = {Perspectives on the Theory and Practice of Belief Fucntions}, Author = {Shafer, G.}, Journal = {International Journal of Approximate Reasoning}, Year = {1990}, Pages = {323--362}, Volume = {4} } @Article{ShaferUnity, Title = {The Unity and Diversity of Probability (with discussion)}, Author = {Shafer, G.}, Journal = {Statistical Sciences}, Year = {1990}, Pages = {435--462}, Volume = {5} } @Article{Shafer1982, Title = {Belief Functions and Parametric Models}, Author = {Shafer, G.}, Journal = {Journal of the Royal Statistical Society, Series B}, Year = {1982}, Pages = { 322-352}, Volume = {44} } @Book{Shafer1976, Title = {A Mathematical Theory of Evidence}, Author = {Shafer, G.}, Publisher = {Princeton University Press}, Year = {1976} } @Book{ShaferPearl, Title = {Readings in Uncertain Reasoning}, Author = {Shafer, G. and J. Pearl}, Publisher = {Morgan Kaufmann}, Year = {1990}, Booktitle = {Readings in Uncertain Reasoning} } @Book{ShahDervishes, Title = {Tales of the Dervishes}, Author = {Shah, Idres}, Publisher = { Dutton}, Year = {1970} } @Unpublished{CBALReadingAERA2008, Title = {A Cognitively Based Assessment System For Reading Comprehension Competency}, Author = {Sheehan, Kathleen M. and O'Reilly, Tenaha}, Note = {Presented at the Annual Meeting of the {American} {Educational} {Research} {Association} ({AERA})}, Month = {March}, Year = {2008} } @InProceedings{Shenoy1991, Title = {A Fusion Algorithm for Solving {Bayesian} Decision Problems}, Author = {Shenoy, P. P}, Booktitle = {Uncertainty in Artificial Intelligence, Proceedings of the Seventh Conference}, Year = {1991}, Pages = {361--369} } @InProceedings{Shenoy1990, Title = {Valuation-Based Systems for Discrete Optimization}, Author = {Shenoy, P. P.}, Booktitle = {Proceedings of the Sixth Conference on Uncertainty in Artificial Intelligence}, Year = {1990}, Pages = {334-343} } @InProceedings{ShenoyShafer1990, Title = {Axioms for Probability and Belief-Function Propagation}, Author = {Shenoy, P. P. and G. Shafer}, Booktitle = {Uncertainty in Artificial Intelligence 4}, Year = {1990}, Note = {Reprinted in Shafer and Pearl[1990]}, Pages = {169-198} } @Article{Shortliffe, Title = {A model of inexact reasoning in medicine}, Author = {Shortliffe, E. and Buchanan, B.}, Journal = {Mathematical Biosciences}, Year = {1975}, Pages = {351--379}, Volume = {23} } @InCollection{ShuteStealthAssessment, Title = {Stealth assessment}, Author = {Shute, V. J.}, Booktitle = {Encyclopedia of educational technology}, Publisher = {Sage publications}, Year = {in press}, Editor = {Spector, J. M. and Johnson, T. and Ifenthaler, D. and Savenye, W. and Wang, M.}, Pages = {to appear}, Owner = {ralmond}, Timestamp = {2015.06.09} } @Unpublished{Shute2006, Title = {Assessments for Learning: Great Idea, But Do They Work?}, Author = {Shute, Valerie J.}, Note = {Paper presented at the annual meeting of the {American} {Educational} {Research} {Association} ({AERA})}, Year = {2006}, Owner = {ralmond}, Timestamp = {2006.04.19} } @Article{Shute2004, Title = {Towards Automating ECD-Based Diagnostic Assessments.}, Author = {Shute, V. J.}, Journal = {Technology, Instruction, Cognition, and Learning}, Year = {2004}, Number = {1-2}, Pages = {1-18}, Volume = {2}, Keywords = {ACED}, Owner = {ralmond}, Timestamp = {2006.03.30} } @Unpublished{Shute2003, Title = {Under the hood of adaptive e-learning: Diagnostic assessment, student modeling, and selection rules}, Author = {Shute, V. J}, Note = {Paper presented at annual meeting of the {American} {Educational} {Research} {Association} ({AERA})\/}, Year = {2003}, Keywords = {ACED} } @InCollection{Skills21, Title = {Assessing 21st Century Skills}, Author = {Shute, V. J. and Donmez, O. and Kim, Y. J.}, Booktitle = {Working Examples}, Publisher = {(online colletion)}, Year = {2010}, Editor = {Gee, J. and Davison, D.}, Pages = {online}, Owner = {ralmond}, Timestamp = {2015.06.09}, Url = {http://myweb.fsu.edu/vshute/21stCenturyAssessment/21stCenturyAssessment.swf} } @InCollection{Shute2005, Title = {Designing Adaptive, Diagnostic Math Assessments for Individuals With and Without Visual Disabilities}, Author = {Shute, V. J. and Graf, E. A. and Hansen, E. G.}, Booktitle = {Technology-based education; bringing researchers and practitioners together}, Publisher = {Information Age Publishing}, Year = {2005}, Address = {Greenwich, CT}, Editor = {Pytlikzillig, L. M. and Bruning, R. H. and Bodvarsson, M.}, Pages = {169-202}, Keywords = {ACED}, Owner = {ralmond}, Timestamp = {2006.03.30} } @Article{ACEDFatHog, Title = {You Can't Fatten A Hog by Weighing It - Or Can You? {E}valuating an Assessment for Learning System Called {ACED}}, Author = {Shute, Valerie J. and Hansen, Eric G. and Almond, Russell G.}, Journal = {International Journal of Artificial Intelligence in Education}, Year = {2008}, Number = {4}, Pages = {289--316}, Volume = {18}, Keywords = {2008Papers, Articles, ACED}, Owner = {ralmond}, Timestamp = {2008.06.13}, Url = {http://www.ijaied.org/iaied/ijaied/abstract/Vol_18/Shute08.html} } @InProceedings{ACEDaied, Title = {Evaluation of {ACED}: The impact of feedback and adaptivity on learning.}, Author = {Shute, V. J. and Hansen, E. G. and Almond, R. G.}, Booktitle = {Proceedings of the {AIED} 2007 (Artificial Intelligence and Education) conference}, Year = {2007}, Address = {Los Angeles, CA}, Month = {July}, Keywords = {2007Papers, Proceedings} } @TechReport{ACEDReport, Title = {An Assessment for Learning System Called {ACED}: The Impact of Feedback and Adaptivity on Learning.}, Author = {Shute, V. J. and Hansen, E. G. and Almond, R. G.}, Institution = {{ETS}}, Year = {2007}, Number = {RR-07-26}, Type = {Research Report}, Keywords = {2007Papers, Draft, ACED, TechReports}, Owner = {ralmond}, Timestamp = {2006.12.19}, Url = {http://www.ets.org/research/researcher/RR-07-26.html} } @InCollection{ShuteVisual, Title = {Visual the process of change in learner beliefs}, Author = {Shute, V. J. and Jeong, A. C. and Zapata-Rivera, D.}, Booktitle = {Technology enhanced innovative assessment: Development, modeling and scoring from an interdisciplanary perspective}, Publisher = {Information Age}, Year = {in press}, Editor = {Jiao, H. and Lissitz, R. W.}, Pages = {to appear}, Owner = {ralmond}, Timestamp = {2015.06.09} } @InCollection{ECDforDummies, Title = {ECD for Dummies}, Author = {Shute, V. J. and Kim, Y. J. and Razzouk, R.}, Booktitle = {Working Examples}, Publisher = {(online colletion)}, Year = {2010}, Editor = {Gee, J. and Davison, D.}, Pages = {online}, Owner = {ralmond}, Timestamp = {2015.06.09}, Url = {http://myweb.fsu.edu/vshute/ECD%20for%20Dummies/ECD%20for%20Dummies.swf} } @Article{ShuteAdvances, Title = {Advances in the science of assessment}, Author = {Shute, V. J. and Leighton, J. P. and Jang, E. E. and Chu, M-W.}, Journal = {Educational Assessment}, Year = {in press}, Owner = {ralmond}, Timestamp = {2015.06.09} } @Article{Shute2010, Title = {Concpetual framework for modeling, assessing, and supporting competencies within game environments}, Author = {Shute, V. J. and Masduki, I. and Donmez, O.}, Journal = {Technology, Instruction, Cognition and Learning ({TICL})}, Year = {2010}, Number = {2}, Pages = {137--161}, Volume = {8}, Owner = {ralmond}, Timestamp = {2015.06.09} } @InCollection{Shute1996, Title = {Intelligent tutoring systems: Past, present, and future}, Author = {Shute, V. J. and Psotka, J.}, Booktitle = {Handbook of Research for Educational Communications and Technology}, Publisher = {Macmillan}, Year = {1996}, Editor = {D. Jonassen}, Pages = {570--600} } @InCollection{shute2012streams, Title = {Where streams converge: Using evidence-centered design to assess Quest to Learn}, Author = {Shute, Valerie J and Torres, R}, Booktitle = {Technology-based assessments for 21st century skills: Theoretical and practical implications from modern research}, Publisher = {Information Age}, Year = {2012}, Editor = {Mayrath, Michael C. and Clarke-Midura, Jody and Robinson, Daniel}, Pages = {91--124} } @Book{ShuteVentura2013, Title = {Stealth assessment in digital games}, Author = {Shute, V. J. and Ventura, M.}, Publisher = {{MIT} series}, Year = {2013}, ISBN = {9780262518819}, Owner = {ralmond}, Timestamp = {2015.05.18} } @InCollection{FlowGrow, Title = {Melding the power of serious games and embedded assessment to monitor and foster learning: Flow and grow}, Author = {Shute, V. J. and Ventura, M. and Bauer, M. I. and Zapata-Rivera, D.}, Booktitle = {Serious games: Mechanisms and effects}, Publisher = {Routledge, Taylor and Francis.}, Year = {2009}, Editor = {U. Ritterfeld and M. J. Cody and P. Vorderer}, Pages = {295--321}, Owner = {ralmond}, Timestamp = {2015.05.18} } @Article{NPPhysics, Title = {Assessment and learning of informal physics in {Newton's} {Playground}}, Author = {Shute, V. J. and Ventura, M. and Kim, Y. J.}, Journal = {Journal of Educational Research}, Year = {2013}, Pages = {423--430}, Volume = {106} } @InCollection{ShuteZapata2008, Title = {Using an Evidence-Based Approach to Assess Mental Models}, Author = {Shute, V. J. and Zapata-Rivera, D.}, Booktitle = {Understanding Models for Learning and Instruction: Essays in Horor of Norbert M. Seel.}, Publisher = {Spr}, Year = {2008}, Editor = {Ifenthaler, Dirk and Pirnay-Dummer, Pablo and Spector, J. Michael.}, Pages = {23--41} } @Book{SingerWillett2003, Title = {Applied Longitudinal Data Analysis: Modeling Change and Event Occurrence}, Author = {Judith D. Singer and John B. Willett}, Publisher = {Oxford University Press, USA}, Year = {2003}, Edition = {1}, Month = {03}, Booktitle = {Applied Longitudinal Data Analysis: Modeling Change and Event Occurrence}, ISBN = {0195152964}, Keywords = {Reference;Statistics;Social Sciences;Probability & Statistics;Research;Epidemiology;Epidemiology;Statistics;Nonfiction: Social Sciences: General;Science: General;Science: Mathematics: General;Medicine: Research: General;Reference: General;All Amazon Upgrade;Health, Mind & Body;Medicine;Nonfiction;Professional & Technical;Reference;Science;Qualifying Textbooks;Hardcover;Printed Books} } @Article{Sinharay2004a, Title = {Model diagnostics for {Bayesian} networks}, Author = {Sinharay, Sandip}, Journal = {Journal of Educational and Behavioral Statistics}, Year = {2006}, Month = {SPR}, Number = {1}, Pages = {1-33}, Volume = {31}, Abstract = {Bayesian networks are frequently used in educational assessments primarily for learning about students' knowledge and skills. There is a lack of works on assessing fit of Bayesian networks. This article employs the posterior predictive model checking method, a popular Bayesian model checking tool, to assess fit of simple Bayesian networks. A number of aspects of model fit, those of usual interest to practitioners, are assessed using various diagnostic tools. This article suggests a direct data display for assessing overall fit, suggests several diagnostics for assessing item fit, suggests a graphical approach to examine if the model can explain the association among the items, and suggests a version of the Mantel-Haenszel statistic for assessing differential item functioning. Limited simulation studies and a real data application demonstrate the effectiveness of the suggested model diagnostics.} } @Article{Sinharay2005JEM, Title = {Assessing Fit of Unidimensional Item Response Theory Models Using a Bayesian Approach}, Author = {Sinharay, Sandip}, Journal = {Journal of Educational Measurement}, Year = {2005}, Number = {4}, Pages = {375--394}, Volume = {42}, Owner = {ralmond}, Timestamp = {2006.03.16} } @TechReport{Sinharay2004aRR, Title = {Model Diagnostics for {Bayesian} Networks}, Author = {Sinharay, S.}, Institution = {{ETS}}, Year = {2004}, Number = {RR-04-17}, Type = {Research Report} } @TechReport{Sinharay2003, Title = {Assessing Convergence of the {Markov} Chain {Monte} {Carlo} Algorithms: A Review}, Author = {Sinharay, S.}, Institution = {{ETS}}, Year = {2003}, Number = {RR-03-07}, Type = {Research Report} } @Article{Sinharay2006EPM, Title = {Assessing Fit of Cognitively Diagnostic Models---A Case Study}, Author = {Sinharay, Sandip and Almond, Russell G.}, Journal = {Educational and Psychological Measurement}, Year = {2007}, Number = {2}, Pages = {239--257}, Volume = {67}, Keywords = {2006Papers, Articles}, Owner = {ralmond}, Timestamp = {2006.03.16} } @TechReport{Sinharay2004, Title = {Assessing fit of models with discrete proficiency variables in educational assessment}, Author = {Sinharay, Sandip and Almond, Russell G. and Yan, Duanli}, Institution = {Educational Testing Service}, Year = {2004}, Number = {RR-04-07}, Type = {Research Report}, Keywords = {TechReports, ETS}, Owner = {ralmond}, Timestamp = {2005.12.19}, Url = {http://www.ets.org/research/researcher/RR-04-07.html} } @Article{SinharayHaberman2008, Title = {How Much Can We Reliably Know About What Examinees Know?}, Author = {Sinharay, Sandip and Haberman, S. J.}, Journal = {Measurement: Interdisciplinary Research and Perspectives}, Year = {2008}, Pages = {46--49}, Volume = {6} } @Article{Sireci1991, Title = {On the reliability of testlet-based tests}, Author = {Sireci, S. G. and Thissen, D. and Wainer, H.}, Journal = {Journal of Educational Measurement}, Year = {1991}, Pages = {197--219}, Volume = {28}, Owner = {ralmond}, Timestamp = {2006.04.28} } @InCollection{Slovic1979, Title = {Fact and Fears: Understanding Perceived Risk}, Author = {Slovic, P. and B. Fischhoff and S. Lichtenstein}, Booktitle = {Societal Risk Assessment How Safe is Safe Enough? Proceeding of the General Motors Symposium on Societal Risk Assessment}, Publisher = {Pelenum Press}, Year = {1979}, Editor = {Schwing, R. C. and W. A. Alber, Jr.} } @Article{SmithRoberts1993, Title = {{Bayesian} computation via the {Gibbs} sampler and related {Markov} chain {Monte} {Carlo} methods}, Author = {Smith, A. and Roberts, G.}, Journal = {Journal of the Royal Statistical Society (Series B)}, Year = {1993}, Pages = {To appear}, Volume = {55} } @Article{Smith2003, Title = {Reconsidering reliability in classroom assessment and grading}, Author = {Smith, J. K.}, Journal = {Educational Measurement: Issues and Practice}, Year = {2003}, Number = {4}, Pages = {26--33}, Volume = {22} } @Unpublished{Solomon2007, Title = {Data analysis and interpretation used to inform decisions in school}, Author = {Solomon, P. G. and Searson, R. and Fried, D. and Gajria, M.}, Note = {Paper presented at the annual meeting of the {American} {Educational} {Research} {Association} ({AERA}), {Chicago}, {IL}.}, Year = {2007} } @Book{SpandelStiggins1990, Title = {Creating Writers: Linking Assessment and Writing Instruction}, Author = {Spandel, V. and Stiggins, R. L.}, Publisher = {Longman}, Year = {1990}, Edition = {2nd} } @Article{SpeedKiiveri1986, Title = {Gaussian {Markov} distributions over finite graphs}, Author = {Speed, T. P. and Kiiveri, H.}, Journal = {Annals of Statistics}, Year = {2086}, Number = {1}, Pages = {138--150}, Volume = {14} } @Article{DIC, Title = {{Bayesian} measures of model complexity and fit (with discussion)}, Author = {Spiegelhalter, D. J. and Best, N. G. and Carlin, B. P. and {van der Linde}, A.}, Journal = {Journal of the Royal Statistical Society, Series B}, Year = {2002}, Pages = {583--639}, Volume = {64} } @Article{Spiegelhalter1993, Title = {{Bayesian} analysis in expert systems}, Author = {Spiegelhalter, D. J. and Dawid, A. P. and Lauritzen, S. L. and Cowell, Russell G.}, Journal = {Statistical Science}, Year = {1993}, Pages = {219--283}, Volume = {8} } @Article{SpiegelhalterKnillJones, Title = {Statistical and knowledge-based approaches to clinical decision support systems, with an application in gastroenterology}, Author = {Spiegelhalter, D. J. and R. Knill-Jones}, Journal = {Journal of the Royal Statistical Society, (Series A)}, Year = {1984}, Pages = {35--77}, Volume = {147} } @Article{SL1990, Title = {Sequential Updating of Conditional Probabilities on Directed Graphical Structures}, Author = {Spiegelhalter, D. J. and Lauritzen, S. L.}, Journal = {Networks}, Year = {1990}, Pages = {579--605}, Volume = {20} } @Manual{BUGSExamples, Title = {BUGS 0.5 Examples Volume 1 (version i)}, Author = {Spiegelhalter, David J. and Thomas, Andrew and Best, Nicky and Gilks, Wally}, Organization = {MRC Biostatistics Unit, Institute of Public Health, Imperial College London}, Owner = {ralmond}, Timestamp = {2006.09.14}, Url = {http://www.mrc-bsu.cam.ac.uk/bugs/documentation/contents.shtml} } @Manual{WinBUGSManual, Title = {WinBUGS User Manual}, Address = {Cambridge}, Author = {Spiegelhalter, D. J. and Thomas, A. and Best, N. G.}, Edition = {Version 1.4}, Month = {January}, Organization = {MRC Biostatistics Unit}, Year = {2003}, Url = {http://www.mrc-bsu.cam.ac.uk/bugs/} } @Manual{BUGSManual, Title = {BUGS: {Bayesian} inference Using {Gibbs} Sampling, Version~0.50}, Address = {Cambridge}, Author = {Spiegelhalter, D. J. and Thomas, A. and Best, N. G. and Gilks, W. R.}, Organization = {MRC Biostatistics Unit}, Year = {1995}, Url = {http://www.mrc-bsu.cam.ac.uk/bugs/} } @InProceedings{Spirtes1997, Title = {A polynomial-time algorithm for determining DAG equivalence in the presence of latent variables and selection bias}, Author = {Spirtes, P. and Meek, C. and Richardson, T. S.}, Booktitle = {Preliminary papers of the Sixth International Workshop on {AI} and Statistics}, Year = {1997}, Editor = {Madigan, D. and Smythe, P.}, Pages = {489--501} } @InProceedings{Srinivas1993, Title = {A generalization of the Noisy-Or Model, The generalized noisy OR-gate}, Author = {Srinivas, S.}, Booktitle = {Uncertainty in Artificial Intelligence '93}, Year = {1993}, Editor = {Heckerman, D. and Mamdani, A.}, Pages = {208--215}, Publisher = {Morgan-Kaufmann} } @InProceedings{IDEAL, Title = {IDEAL: A software package for analysis of influence diagrams}, Author = {Srinivas, S. and J. Breese}, Booktitle = {Proceedings of the Sixth Uncertainty Conference in {AI}}, Year = {1990} } @Manual{stan, Title = {Stan: A {C++} Library for Probability and Sampling}, Author = {{Stan Development Team}}, Edition = {Version 2.2.0}, Year = {2013}, Owner = {ralmond}, Timestamp = {2014.06.08}, Url = {http://mc-stan.org/} } @Manual{stan-manual, Title = {Stan Modeling Language User's Guide and Reference Manual}, Author = {{Stan Development Team}}, Edition = {Version 2.2.0}, Year = {2013}, Owner = {ralmond}, Timestamp = {2014.06.08}, Url = {http://mc-stan.org/} } @TechReport{Biomass, Title = {Introduction to the {Biomass} Project: An Illustration of Evidence-Centered Assessment Design and Delivery Capability}, Author = {Steinberg, L. S. and Almond, Russell G. and Baird, A. B. and Cahallan, C. and Chernick, H. and Dibello, L. V. and Kindfield, A. C. 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Almond and Robert J. Mislevy}, Institution = {Educational Testing Service}, Year = {2004}, Number = {RR-04-02}, Type = {Research Report}, Keywords = {TechReports, ETS}, Owner = {ralmond}, Timestamp = {2005.12.19}, Url = {http://www.ets.org/research/researcher/RR-04-02.html} } @TechReport{Yan2002, Title = {Adaptive Tesing Without {IRT} in the Presence of Multidimensionality}, Author = {Yan, Duanli and Lewis, Charles and Stocking, Martha}, Institution = {Educational Testing Service}, Year = {2002}, Number = {RR-02-09}, Type = {Research Report}, Owner = {ralmond}, Timestamp = {2009.10.10} } @TechReport{Yan2003, Title = {Design and analysis in a cognitive assessment}, Author = {Duanli Yan and Robert J. Mislevy and Russell G. Almond}, Institution = {Educational Testing Service}, Year = {2003}, Number = {RR-03-32}, Type = {Research Report}, Keywords = {TechReports, ETS}, Owner = {ralmond}, Timestamp = {2005.12.19}, Url = {http://www.ets.org/research/researcher/RR-03-32.html} } @Article{Yannakakis1981, Title = {Computing the Minimum Fill-In is {NP}-Complete}, Author = {Yannakakis, M.}, Journal = {Siam J. Alg. Disc. Meth.}, Year = {1981}, Pages = {77-79}, Volume = {2} } @PhdThesis{Ye2005, Title = {Diagnostic Assessment of Urban Middle School Student Learning of Pre-Algebra Patterns}, Author = {Ye, Feifei}, School = {The Ohio State University}, Year = {2005}, Owner = {ralmond}, Timestamp = {2006.06.07} } @InProceedings{Ye2004, Title = {Sensitivity to Prior Distributions in Calibration of a {Bayesian} Network}, Author = {Ye, F. and Almond, Russell G. and Mislevy, Robert J. and Yan, D.}, Booktitle = {Annual meeting of the National Council on Measurement in Education}, Year = {2004}, Keywords = {Proceedings}, Owner = {ralmond}, Timestamp = {2005.12.17} } @InProceedings{Yedidia2000, Title = {Generalized Belief Propagation}, Author = {Yedidia, J. S. and Freeman, W. T. and Weiss, Y.}, Booktitle = {NIPS}, Year = {2000}, Pages = {689-695}, Url = {http://citeseer.nj.nec.com/yedidia00generalized.html} } @Article{Yen1993, Title = {Scaling Performance Assessments: Strategies for Managing Local Item Dependence}, Author = {Yen, W. M.}, Journal = {Journal of Educational Measurement}, Year = {1993}, Pages = {187--213}, Volume = {30} } @Unpublished{Yen1987, Title = {A {Bayesian}/{IRT} index of objective performance}, Author = {Yen, W. M.}, Note = {Paper presented at the annual meeting of the {Psychometric} {Society}}, Month = {June}, Year = {1987}, Location = {Montreal, Quebec, Canada} } @Article{York1992, Title = {Use of the {Gibbs} sampler in expert systems}, Author = {York, J.}, Journal = {Artificial Intelligence}, Year = {1992}, Pages = {115--130}, Volume = {56} } @Article{Zadeh, Title = {Fuzzy sets}, Author = {Zadeh, L.A.}, Journal = {Information and Control}, Year = {1965}, Pages = {338--353}, Volume = {8} } @TechReport{Zalles2010, Title = {Using Evidence-Centered Design to Support Assessment, Design and Validation of Learning Progressions}, Author = {Zalles, D. and Haertel, G. and Mislevy, R.J.}, Institution = {SRI {I}nternational}, Year = {2010}, Address = {Menlo Park, CA}, Number = {10}, Type = {Large-{S}cale {A}ssessment {T}echnical {R}eport}, Url = {http://ecd.sri.com/downloads/ECD_TR10_Learning_Progressions.pdf} } @InCollection{Zapata2012, Title = {Exploring the Role of Games in Educational Assessment}, Author = {Zapata-Rivera, D. and Bauer, M.}, Booktitle = {Technology-Based Assessments for 21st Century Skills: Theoretical and Practical Implications from Modern Research}, Publisher = {Information Age}, Year = {2012}, Editor = {Mayrath, Michael C. and Clarke-Midura, Jody and Robinson, Daniel H. and Schraw, Gregory}, Pages = {149-171} } @Article{Zapata2009, Title = {Combining Learning and Assessment in Assessment-Based Gaming Environments: A Case Study from a New York City School}, Author = {Zapata-Rivera, D. and VanWinkle, W. H. and Doyle, B. and Buteux, A. and Bauer, M.}, Journal = {Interactive Technology and Smart Education,}, Year = {2009}, Number = {3}, Pages = {173--188}, Volume = {6} } @Article{Zapata2004b, Title = {Inspectable Bayesian student modelling servers in multi-agent tutoring systems}, Author = {Zapata-Rivera, JD and Greer, J}, Journal = {International Journal of Human-Computer Studies}, Year = {2004}, Month = {OCT}, Number = {4}, Pages = {535-563}, Volume = {61}, Abstract = {User modelling shells and learner modelling servers have been proposed in order to provide reusable user/student model information over different domains, common inference mechanisms, and mechanisms to handle consistency of beliefs from different sources. Open and inspectable student models have been investigated by several authors as a means to promote student reflection, knowledge awareness, collaborative assessment, self-assessment, interactive diagnosis, to arrange groups of students, and to support the use of students' models by the teacher. This paper presents SModel, a Bayesian student modelling server used in distributed multi-agent environments. SModel server includes a student model database and a Bayesian student modelling component. SModel provides several services to a group of agents in a CORBA platform. Users can use ViSMod, a Bayesian student modelling visualization tool, and SMV, a student modelling database viewer, to visualize and inspect distributed Bayesian student models maintained by SModel server. SModel has been tested in a multi-agent tutoring system for teaching basic Java programming. In addition, SModel server has been used to maintain and share student models in a study focussed on exploring the existence of student reflection and analysing student model accuracy using inspectable Bayesian student models. (C) 2004 Elsevier Ltd. All rights reserved.}, Doi = {10.1016/j.ijhcs.2003.12.017}, ISSN = {1071-5819}, Keywords = {ITS}, Unique-id = {ISI:000223882800006} } @InProceedings{Zapata2002, Title = {{cbCPT}: Knowledge Engineering Support for {CPTs} in {Bayesian} Networks}, Author = {Zapata-Rivera, Juan Diego}, Booktitle = {Proceedings of the Fifteenth Canadian Conference on Artificial Intelligence {AI} 2002}, Year = {2002}, Pages = {368-370} } @Article{Zapata2004, Title = {Interacting with Inspectable {Bayesian} Student Models}, Author = {Zapata-Rivera, J. D. and Greer, J. E.}, Journal = {International Journal of Artificial Intelligence in Education}, Year = {2004}, Number = {2}, Pages = {127-163}, Volume = {14} } @InProceedings{Zapata1999, Title = {Visualization of Bayesian Belief Networks}, Author = {J D Zapata-Rivera and E Neufeld and J Greer}, Booktitle = {IEEE Visualization 1999 Late Breaking Hot Topics Proceedings}, Year = {1999}, Pages = {85--88}, Publisher = {Press}, Keywords = {ITS}, Owner = {ralmond}, Timestamp = {2010.05.03} } @TechReport{Zhang1988, Title = {Studies on finding hypertree covers of hypergraphs}, Author = {Zhang, L.}, Institution = {School of Business, University of Kansas}, Year = {1988}, Number = {198}, Type = {Working Paper} } @Article{Zieky2014, Title = {An Introduction to the use of evidence-centered design in test development}, Author = {Zieky, M. J.}, Journal = {Psicologia Educativa}, Year = {2014}, Pages = {79-87}, Volume = {20}, Owner = {ralmond}, Timestamp = {2015.06.09} } @Manual{Bilog, Title = {{BILOG-MG)}: Multiple-group {IRT} analysis and test maintenance for binary items}, Author = {Zimowski, M. F. and Muraki, E. and Mislevy, R. J. and Bock, R. D.}, Note = {Scientific Software.}, Year = {2003}, Owner = {jbabula}, Timestamp = {2006.01.25} } @Article{Zwick2009, Title = {Using Discrete Loss Functions and Weighted Kappa for Classification: An Illustration Based on Bayesian Network Analysis}, Author = {Zwick, Rebecca and Lenaburg, Lubella}, Journal = {Journal of Educational and Behavioral Statistics}, Year = {2009}, Month = {Jun}, Number = {2}, Pages = {190-200}, Volume = {34}, Abstract = {In certain data analyses (e.g., multiple discriminant analysis and multinomial log-linear modeling), classification decisions are made based on the estimated posterior probabilities that individuals belong to each of several distinct categories. In the Bayesian network literature, this type of classification is often accomplished by assigning individuals to the modal state, based on the estimated posterior probabilities. This procedure is not satisfactory, however, when various types of classification errors have different costs. For example, Lenaburg used Bayesian network methods to forecast students' grades in a college statistics course to identify students who were likely to benefit from extra tutoring, and was most concerned with incorrectly predicting students would pass. We recommend a simple post hoc classification method based on discrete loss functions, that can lead to improved classification. We further propose that Cohen's weighted kappa statistic be used to evaluate the quality of the classification decisions. We illustrate the approach using Lenaburg's data.}, Doi = {10.3102/1076998609332106}, ISSN = {1076-9986}, Keywords = {Assessment}, Unique-id = {ISI:000266258900003} } @Book{AERAstandards, Title = {Standards for Educational and Psychological Testing}, Editor = {{AERA} and {APA} and {NCME}}, Publisher = {Joint publication of {American} {Educational} {Research} {Association}, {American} {Psychological} {Association}, and {National} {Council} on {Measurement} in {Education}}, Year = {1999}, Url = {http://www.apa.org/science/standards.html} } @Book{alonzo2012, Title = {Learning progressions in science: Current challenges and future directions}, Editor = {Alonzo, Alicia C and Gotwals, Amelia W}, Publisher = {Sense Publishers}, Year = {2012} } @Book{Bransford1999, Title = {How People Learn: Brain, Mind, Experience, and School}, Editor = {Bransford, J. D. and Brown, A. L. and Cocking, R. R.}, Publisher = {National Research Council}, Year = {1999}, Note = {Committee on Developments in the Science of Learning; Commission on Behavioral and Social Sciences and Education}, Keywords = {http://www.nap.edu/html/howpeople1/index.html}, Owner = {ralmond}, Timestamp = {2007.12.05} } @Book{MCMCHandbook, Editor = {Brooks, S. and Gelman, A. and Jones, G. L. and Meng, XL.}, Publisher = {CRC Press}, Year = {2011}, Booktitle = {Handbook of Markov Chain Monte Carlo}, Owner = {ralmond}, Timestamp = {2014.06.05} } @Book{NRC1996, Title = {National Science Education Standards}, Editor = {National Research Council}, Publisher = {National Acadamies Press}, Year = {1996}, ISBN = {0-309-05326-9}, Key = {NRC} } @Book{Gilks1996, Title = {{Markov} Chain {Monte} {Carlo} in Practice}, Editor = {Gilks, W. R. and Richardson, S. and Spiegelhalter, D. J.}, Publisher = {Chapman and Hall}, Year = {1996}, Owner = {jbabula}, Timestamp = {2005.12.28} } @Manual{DIBELS, Title = {Dynamic Indicators of Basic Early Literacy Skills}, Edition = {6th}, Organization = {Institute for the Development of Educational Achievement}, Year = {2002}, Editor = {Good, R. H. and Kaminkski, R. A.}, Url = {https://dibels.uoregon.edu/} } @Book{IrvineKyllonen2002, Title = {Generating items for cognitive tests: Theory and practice}, Editor = {S. H. Irvine and P. Kyllonen}, Publisher = {Erlbaum}, Year = {2002}, Booktitle = {Generating items for cognitive tests: Theory and practice} } @Book{Jordan1998, Title = {Learning in Graphical Models}, Editor = {Jordan, M. I.}, Publisher = {Kluwer Academic Publishers}, Year = {1998}, Note = {Reprinted by MIT Press.}, Booktitle = {Learning in Graphical Models}, Owner = {jbabula}, Timestamp = {2006.01.10} } @Book{Leighton2007, Title = {Cognitive diagnostic assessment: Theories and applications}, Editor = {Leighton, J. P. and Gierl, M. J.}, Publisher = {Cambridge University Press}, Year = {2007}, Booktitle = {Cognitive diagnostic assessment: Theories and applications}, ISBN = {0521684218}, Owner = {rmislevy}, Timestamp = {2007.09.18} } @Book{lissitz2007assessing, Title = {Assessing and Modeling Cognitive Development in School}, Editor = {Lissitz, R.W.}, Publisher = {Jam Press}, Year = {2007}, ISBN = {9781934116029}, Lccn = {2010275947}, Owner = {almond}, Timestamp = {2012.08.20}, Url = {http://books.google.com/books?id=GoWpNQAACAAJ} } @Proceedings{DBLP:conf/uai/2003, Title = {{UAI} '03, Proceedings of the 19th Conference in Uncertainty in Artificial Intelligence, August 7-10 2003, Acapulco, Mexico}, Year = {2003}, Editor = {Christopher Meek and Uffe Kj{\ae}rulff}, Publisher = {Morgan Kaufmann}, Bibsource = {DBLP, http://dblp.uni-trier.de}, Booktitle = {{UAI}}, ISBN = {0-127-05664-5} } @Book{Nichols1995, Title = {Cognitively diagnostic assessment}, Editor = {P. D. Nichols and Chipman, S. F. and Brennen, R. L.}, Publisher = {Lawrence Erlbaum}, Year = {1995}, Booktitle = {Cognitively diagnostic assessment} } @Book{NRC2001, Title = {Knowing what students know: The science and design of educational assessment}, Editor = {Pelligrino, J. and Glaser, R. and Chudowsky, N.}, Publisher = {National Research Council}, Year = {2001}, Owner = {rmislevy}, Timestamp = {2007.10.14} } @Book{vonDavierRasch, Title = {Multivariate and Mixture Distribution Rasch Models: Extensions and Applications}, Editor = {{von Davier}, Matthias and Carstense, Claus H.}, Publisher = {Springer}, Year = {2007}, Booktitle = {Multivariate and Mixture Distribution Rasch Models: Extensions and Applications} } @Book{Braun1988, Title = {Test validity}, Editor = {Wainer, H. and Braun, H.I.}, Publisher = {Lawrence Erlbaum Associates}, Year = {1988}, Booktitle = {Test validity} } @Book{AutomatedScoring, Title = {Automated Scoring of Complex Tasks in Computer-Based Testing}, Editor = {Williamson, David M. and Mislevy, Robert J. and Bejar, Isaac I.}, Publisher = {Lawrence Erlbaum Associates}, Year = {2006}, Booktitle = {Automated Scoring of Complex Tasks in Computer-Based Testing} } @Book{Yan2014, Editor = {Yan, Duanli and {von Davier}, A. A. and Lewis, C.}, Publisher = {Chapman and Hall/CRC}, Year = {2014}, Booktitle = {Computerized Multistage Testing: Theory and Applications} } @Misc{CPALMS, Title = {Next Generation Sunshine State Standards ({NGSSS})}, HowPublished = {Web Resource}, Note = {Retrieved 2013-12-02}, Year = {2013}, Key = {{NGSSS}}, Organization = {Florida State Univeristy}, Owner = {ralmond}, Timestamp = {2015.05.18}, Url = {http://www.cpalms.org/Public/PreviewStandard/Preview/619} } @Book{MOP, Title = {The Art of the Metaobject Protocol}, Publisher = {The MIT Press}, Year = {1991}, Owner = {ralmond}, Timestamp = {2015.05.14} }