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Adaptive testing by Bayesian networks with application to language assessment

Research output: Contribution to conference - Without ISBN/ISSN Conference paper

Published
  • F. Mangili
  • C. Bonesana
  • A. Antonucci
  • M. Zaffalon
  • E. Rubegni
  • L. Addimando
  • Stamper J. (Editor)
  • Micarelli A. (Editor)
  • Panourgia K. (Editor)
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Publication date7/06/2016
Number of pages3
Original languageEnglish
Event13th International Conference on Intelligent Tutoring Systems - Zagreb, Croatia
Duration: 7/06/201610/06/2016

Conference

Conference13th International Conference on Intelligent Tutoring Systems
Abbreviated titleITS 2016
CountryCroatia
CityZagreb
Period7/06/1610/06/16

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.