Adaptive testing by Bayesian networks with application to language assessment

Mangili, F. and Bonesana, C. and Antonucci, A. and Zaffalon, M. and Rubegni, E. and Addimando, L. (2016) Adaptive testing by Bayesian networks with application to language assessment. In: 13th International Conference on Intelligent Tutoring Systems, 2016-06-072016-06-10.

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Abstract

We present a general procedure for computerized adaptive testing based on probabilistic graphical models, and show on a real-world benchmark how this procedure can increase the internal consistency of the test and reduce the number of questions without affecting accuracy. © Springer International Publishing Switzerland 2016.

Item Type:
Contribution to Conference (Paper)
Journal or Publication Title:
13th International Conference on Intelligent Tutoring Systems
Subjects:
ID Code:
138221
Deposited By:
Deposited On:
28 Oct 2019 14:55
Refereed?:
Yes
Published?:
Published
Last Modified:
01 Jan 2020 10:38