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Conference Paper (international conference)

Bayesian networks in educational testing

Vomlel Jiří

: Proceedings of the First European Workshop on Probabilistic Graphical Models, p. 176-185 , Eds: Gámez J. A., Salmerón A.

: University of Castilla, (Cuenca 2002)

: European Workshop on Probabilistic Graphical Models /1./ PGM'02, (Cuenca, ES, 06.11.2002-08.11.2002)

: CEZ:AV0Z1075907

: GA201/01/1482, GA ČR

: Bayesian networks, educational testing, diagnostic systems

(eng): We discuss applications of Bayesian networks to educational testing. Namely, we deal with the diagnosis of person's skills. We show that when modeling dependence between skills we can get faster a better diagnosis. We present results of experiments with basic operations with fractions. The experiments suggest that the test design can benefit from a Bayesian network modeling relations between skills.

: 09J

: BB