@Article{ blackwiliamb, author = {Black, P. and Wiliam, D.}, title = {Inside the black box: Raising standards through classroom assessment}, journal = {Phi Delta Kappan}, year = {1998}, volume = {80}, number = {2}, pages = {139-147}, url = {http://ditc.missouri.edu/docs/blackBox.pdf} } @Article{ blackwiliama, author = {Black, P. and Wiliam, D.}, title = {Assessment and classroom learning.}, journal = {Assessment in Education: Principles, Policy, and Practice}, year = {1998}, volume = {5}, number = {1}, pages = {7--74} } @Article{ boutilier1999, author = {Craig Boutilier and Thomas Dean and Steve Hanks}, title = {Decision-Theoretic Planning: Structural Assumptions and Computational Leverage}, journal = {Journal of Artificial Intelligence Research}, year = {1999}, volume = {11}, pages = {1-94}, citeseercitationcount={0}, citeseerurl = {http://citeseer.ist.psu.edu/346787.html}, owner = {ralmond}, timestamp = {2006.02.21}, url = {citeseer.ist.psu.edu/boutilier99decisiontheoretic.html} } @Book{ boxjenkins, author = {Box, G. E. P. and Jenkins, G. M.}, title = {Time Series Analysis: Forecasting and control}, publisher = {Holden-Day}, year = {1976} } @InProceedings{ boyenkoller, author = {Boyen, X. and Koller, D.}, title = {Tractable Inference for Complex Stochastic Process}, booktitle = {In Proceedings of the Fourteenth Annual {Conference} on {Uncertainty} in {Artificial} {Intelligence}}, year = {1998}, pages = {33-42}, publisher = {Morgan Kaufmann}, owner = {jbabula}, timestamp = {2005.12.21} } @Book{ brockwelldavis2002, author = {Brockwell, Peter J. and Davis, Richard A.}, title = {Introduction to Time Series and Forecasting, 2nd Edition}, publisher = {Springer}, year = {2002}, } @Unpublished{ vondavier2, author = {von Davier, M. and von Davier, A. A.}, title = {A micro-survey of models for individual change}, note = {Draft technical report}, year = {2005} } @Article{ deankanazawa1989, author = {Dean, T. and K. Kanazawa}, title = {A model for reasoning about persistence and causation}, journal = {Computer Intelligence}, year = {1989}, volume = {5}, pages = {142--150}, citeseercitationcount={0}, owner = {jbabula}, timestamp = {2005.12.27} } @TECHREPORT{bowties, author = {Mathias, Krol Kevin and Isenhour, Cynthia and Dekhtyar, Alex and Goldsmith, Judy and Goldstein, Beth}, title = {Eliciting and Combining Influence Diagrams: Tying Many Bowties Together}, institution = {University of Kentuckey, Department of Computer Science}, year = {2006}, type = {Technical Report}, number = {TR453-06}, url = {http://www.cs.uky.edu/~dekhtyar/publications/TR453-06.pdf} } @ARTICLE{WelfareToWorkIJAR, author = {Dekhtyar, Alex and Goldsmith, Judy and Goldstein, Beth and Mathias, Keven Krol and Isenhour, Cynthia}, title = {Planning for success: The interdisciplinary approach to building Bayesian models}, journal = {International Journal of Approximate Reasoning}, year = {in press} } @Book{ doucet2001, title = {Sequential {Monte} {Carlo} Methods in Practice}, publisher = {Springer}, year = {2001}, author = {Doucet, Arnaud and de Freitas, Nando and Gordon, Neil}, owner = {ralmond}, timestamp = {2006.05.23} } @Article{ eid2002, author = {Eid, Michael}, title = {A closer look at the measurement of change: Integrating latent state-trait models into the general framework of latent mixed {Markov} modeling}, journal = {Methods of Psychological Research Online}, year = {2002}, url = {http://www.mpr-online.de} } @InCollection{ howardmatheson1981, author = {Howard, R.A. and Matheson, J.E.}, title = {Influence diagrams}, booktitle = {Principles and Applications of Decision Analysis}, publisher = {Strategic Decisions Group}, year = {1981}, address = {Menlo Park, CA}, owner = {jbabula}, timestamp = {2005.12.29} } @Article{ junker2001, author = {Junker, B.W. and Sijtsma, K.}, title = {Cognitive assessment models with few assumptions, and connections with nonparametric item response theory}, journal = {Applied Psychological Measurement}, year = {2001}, volume = {25}, pages = {258-272}, owner = {jbabula}, timestamp = {2006.01.10} } @Article{ kalmanbucy1961, author = {Kalman, R.E. and Bucy, R.S.}, title = {New results in linear prediction and filtering theory}, journal = {Transactions ASME, Series D, J. Basic Eng.}, year = {1961}, volume = {83}, pages = {95-107} } @InCollection{ koller2001, author = {Koller, Daphne and Learner, Uri}, title = {Sequential {Monte} {Carlo} Methods in Practice}, booktitle = {Sampling in Factored Dynamic Systems}, publisher = {Springer}, year = {2001}, editor = {Doucet, Arnaud and de Freitas, Nando and Gordon, Neil}, pages = {445-464}, owner = {jbabula}, timestamp = {2006.01.24} } @Article{ langeheine1990, author = {Langeheine, R. and van de Pol, F.}, title = {A unifying framework for {Markov} modeling in discrete space and discrete time}, journal = {Sociological Methods and Research}, year = {1990}, volume = {18}, pages = {416-441} } @Book{ liu2001, title = {{Monte} {Carlo} Strategies in Scientific Computing}, publisher = {Springer}, year = {2001}, author = {Liu, Jun S.}, owner = {jbabula}, timestamp = {2006.01.24} } @InCollection{ matheson1990, author = {Matheson, J.E.}, title = {Using Influence Diagrams to Value Information and Control}, booktitle = {Influence Diagrams, Belief Nets and Decision Analysis}, publisher = {John Wiley \& Sons}, year = {1990}, editor = {Oliver, Robert M. and Smith James Q.}, owner = {jbabula}, timestamp = {2006.01.25} } @Article{ onthestructure, author = {Mislevy, Robert J. and Steinberg, Linda S. and Almond, Russell G.}, title = {On the structure of educational assessment (with discussion)}, journal = {Measurement: Interdisciplinary Research and Perspective}, year = {2003}, volume = {1}, pages = {3-62}, number = {1}, keywords = {Articles}, owner = {ralmond}, timestamp = {2005.12.16} } @Article{ mundhenk2000, author = {Mundhenk, M. and Lusena, C. and Goldsmith, J. and Allender, E.}, title = {The complexity of finite-horizon {Markov} decision process problems}, journal = {Journal of the ACM}, year = {2000}, volume = {47}, pages = {681--720}, number = {4} } @InCollection{ murphy2001, author = {Murphy, Kevin and Russell, Stuart}, title = {Rao-Blackwellised Particle Filtering for Dynamic {Bayesian} Networks.}, booktitle = {Sequential {Monte} {Carlo} Methods in Practice}, publisher = {Springer}, year = {2001}, editor = {Doucet, Arnaud and de Freitas, Nando and Gordon, Neil}, pages = {499-515}, owner = {jbabula}, timestamp = {2006.02.01} } @Book{ pearl1988, title = {Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference}, publisher = {Morgan Kaufmann}, year = {1988}, author = {Pearl, Judea}, address = {San Mateo, CA}, owner = {ralmond}, timestamp = {2006.04.28} } @InCollection{ raudenbush2001, author = {Raudenbush, S.W.}, editor = {Collins, L. M. and Sayer, A. G.}, booktitle = {New methods for the analysis of change}, title = {Toward a coherent framework for comparing trajectories of individual change}, publisher = {American Psychological Association}, year = {2001}, pages = {35--64} } @Article{ reye2004, author = {Reye, Jim}, title = {Student Modelling Based on Belief Networks}, journal = {Internationl Journal of Artificial Intelligence in Education}, year = {2004}, volume = {14}, pages = {63--96} } @Article{ rijmen2007, author = {Rijmen, Frank and Vansteelandt, Kristof and De Boeck, Paul}, title = {Latent class models for diary method data: parameter estimation by local computations}, journal = {Psychometrica}, year = {2007}, note = {To Appear} } @Book{ ross1989, title = {Probability Models}, publisher = {Academic Press}, year = {1989}, author = {Ross, S.M.} } @InProceedings{ takikawa2002, author = {Takikawa, M. and D'Ambrosia, B. and Wright, E.}, title = {Real-Time Inference with Large-Scale Temporal Bayes Nets}, booktitle = {Proceedings of the 18th {UAI} Conference}, year = {2002}, editor = {Breese, Jack and Koller, Daphne}, publisher = {Morgan Kaufmann} } @Book{ vygotsky1978, title = {Mind in society: The development of higher mental processes}, publisher = {Harvard University Press}, year = {1978}, author = {Vygotsky, L.} } @PhDThesis{ ye2005, author = {Ye, Feifei}, title = {Diagnostic Assessment of Urban Middle School Student Learning of Pre-Algebra Patterns}, school = {The Ohio State University}, year = {2005}, owner = {ralmond}, timestamp = {2006.06.07} } @Manual{ r, title = {R: A language and environment for statistical computing}, author = {{R Development Core Team}}, organization = {R Foundation for Statistical Computing}, address = {Vienna, Austria}, year = {2005}, note = {{ISBN} 3-900051-07-0}, owner = {ralmond}, timestamp = {2006.06.01}, url = {http://www.R-project.org} } @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} } @TECHREPORT{music, author = {Almond, Russell G.}, title = {An Illustration of the Use of {Markov} Decision Processes to Represent Student Growth (Learning)}, institution = {ETS Research Report}, volume = {5}, pages = {313--324}, year = {2007}, keywords = {2006Papers, Under Review}, url = {http://search.ets.org/custres/}, owner = {ralmond}, timestamp = {2006.03.13}, }