Michael Culbertson
Bayesian Networks in Educational Assessment
University of Illinois Urbana-Champaign
bayesian networks bn provide convenient intuitive framework specifying complex joint probability distributions thus well suited modeling content domains educational assessments diagnostic level bn used extensively artificial intelligence community student models intelligent tutoring systems received less attention among psychometricians critical review outlines existing research bn educational assessment providing introduction literature psychometric community points several promising research paths online appendix lists 40 assessment systems serve empirical examples use bn educational assessment variety domains