Adaptive testing by Bayesian networks with application to language assessment

Keywords

Bayesian networks, Computerized adaptive testing, Entropy, Computer aided instruction, Intelligent vehicle highway systems, Statistical tests, Adaptive testing, Internal consistency, Language assessment, Probabilistic graphical models, Real-world

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

Published

Standard

Adaptive testing by Bayesian networks with application to language assessment. / Mangili, F.; Bonesana, C.; Antonucci, A. et al.
2016. Paper presented at 13th International Conference on Intelligent Tutoring Systems, Zagreb, Croatia.

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

Harvard

Mangili, F, Bonesana, C, Antonucci, A, Zaffalon, M, Rubegni, E, Addimando, L, J., S (ed.), A., M (ed.) & K., P (ed.) 2016, 'Adaptive testing by Bayesian networks with application to language assessment', Paper presented at 13th International Conference on Intelligent Tutoring Systems, Zagreb, Croatia, 7/06/16 - 10/06/16.

APA

Mangili, F., Bonesana, C., Antonucci, A., Zaffalon, M., Rubegni, E., Addimando, L., J., S. (Ed.), A., M. (Ed.), & K., P. (Ed.) (2016). Adaptive testing by Bayesian networks with application to language assessment. Paper presented at 13th International Conference on Intelligent Tutoring Systems, Zagreb, Croatia.

Vancouver

Mangili F, Bonesana C, Antonucci A, Zaffalon M, Rubegni E, Addimando L et al.. Adaptive testing by Bayesian networks with application to language assessment. 2016. Paper presented at 13th International Conference on Intelligent Tutoring Systems, Zagreb, Croatia.

Author

Mangili, F. ; Bonesana, C. ; Antonucci, A. et al. / Adaptive testing by Bayesian networks with application to language assessment. Paper presented at 13th International Conference on Intelligent Tutoring Systems, Zagreb, Croatia.3 p.

Bibtex

@conference{8fcf8fdbc864451ba11d4e1f78e045cd,

title = "Adaptive testing by Bayesian networks with application to language assessment",

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. {\textcopyright} Springer International Publishing Switzerland 2016.",

keywords = "Bayesian networks, Computerized adaptive testing, Entropy, Computer aided instruction, Intelligent vehicle highway systems, Statistical tests, Adaptive testing, Internal consistency, Language assessment, Probabilistic graphical models, Real-world",

author = "F. Mangili and C. Bonesana and A. Antonucci and M. Zaffalon and E. Rubegni and L. Addimando and Stamper J. and Micarelli A. and Panourgia K.",

year = "2016",

month = jun,

day = "7",

language = "English",

note = "13th International Conference on Intelligent Tutoring Systems, ITS 2016 ; Conference date: 07-06-2016 Through 10-06-2016",

}

RIS

TY - CONF

T1 - Adaptive testing by Bayesian networks with application to language assessment

AU - Mangili, F.

AU - Bonesana, C.

AU - Antonucci, A.

AU - Zaffalon, M.

AU - Rubegni, E.

AU - Addimando, L.

A2 - J., Stamper

A2 - A., Micarelli

A2 - K., Panourgia

PY - 2016/6/7

Y1 - 2016/6/7

N2 - 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.

AB - 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.

KW - Bayesian networks

KW - Computerized adaptive testing

KW - Entropy

KW - Computer aided instruction

KW - Intelligent vehicle highway systems

KW - Statistical tests

KW - Adaptive testing

KW - Internal consistency

KW - Language assessment

KW - Probabilistic graphical models

KW - Real-world

M3 - Conference paper

T2 - 13th International Conference on Intelligent Tutoring Systems

Y2 - 7 June 2016 through 10 June 2016

ER -

Research

Keywords