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Volumn 4227 LNCS, Issue , 2006, Pages 111-124

Bayesian student models based on item to item knowledge structures

Author keywords

[No Author keywords available]

Indexed keywords

COGNITIVE SYSTEMS; COMPUTER SIMULATION; KNOWLEDGE ACQUISITION; MATHEMATICAL MODELS; STUDENTS;

EID: 33750547967     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11876663_11     Document Type: Conference Paper
Times cited : (10)

References (19)
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    • November
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    • Chow, C.1    Liu, C.2
  • 3
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    • Gregory F. Cooper and Edward Herskovits. A Bayesian method for the induction of probabilistic networks from data. Machine Learning, 9:309-347, 1992.
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    • User-expertise modeling with empirically derived probabilistic implication networks
    • Michel C. Desmarais, Ameen Maluf, and Jiming Liu. User-expertise modeling with empirically derived probabilistic implication networks. User Modeling and User-Adapted Interaction, 5(3-4):283-315, 1996.
    • (1996) User Modeling and User-adapted Interaction , vol.5 , Issue.3-4 , pp. 283-315
    • Desmarais, M.C.1    Maluf, A.2    Liu, J.3
  • 5
    • 85013576883 scopus 로고    scopus 로고
    • A bayesian inference adaptive testing framework and its comparison with item response theory
    • Michel C. Desmarais and Xiaoming Pu. A bayesian inference adaptive testing framework and its comparison with item response theory. International Journal of Artificial Intelligence in Education, 15:291-323, 2005.
    • (2005) International Journal of Artificial Intelligence in Education , vol.15 , pp. 291-323
    • Desmarais, M.C.1    Pu, X.2
  • 7
    • 0031269184 scopus 로고    scopus 로고
    • On the optimality of the simple Bayesian classifier under zero-one loss
    • Pedro Domingos and Michael Pazzani. On the optimality of the simple Bayesian classifier under zero-one loss. Machine Learning, 29:103-130, 1997.
    • (1997) Machine Learning , vol.29 , pp. 103-130
    • Domingos, P.1    Pazzani, M.2
  • 10
    • 33750567257 scopus 로고    scopus 로고
    • Etude comparative d'algorithmes d'apprentissage de structure dans les réseaux bayésiens
    • O. François and P. Leray. Etude comparative d'algorithmes d'apprentissage de structure dans les réseaux bayésiens. In RJCIA03, pages 167-180, 2003.
    • (2003) RJCIA03 , pp. 167-180
    • François, O.1    Leray, P.2
  • 14
    • 0013354585 scopus 로고    scopus 로고
    • Bayes nets in educational assessment: Where the numbers come from
    • Kathryn B. Laskey and Henri Prade, editors, S.F., Cal., July 30-August 1 Morgan Kaufmann Publishers
    • Robert J. Mislevy. Russell G. Almond, Duanli Yan, and Linda S. Steinberg. Bayes nets in educational assessment: Where the numbers come from. In Kathryn B. Laskey and Henri Prade, editors, Proceedings of the 15th Conference on Uncertainty in Artificial Intelligence (UAI-99), pages 437-446, S.F., Cal., July 30-August 1 1999. Morgan Kaufmann Publishers.
    • (1999) Proceedings of the 15th Conference on Uncertainty in Artificial Intelligence (UAI-99) , pp. 437-446
    • Mislevy, R.J.1    Almond, R.G.2    Yan, D.3    Steinberg, L.S.4
  • 15
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    • Technical report, University of California at Berkeley; Berkeley, CA. October 12
    • Kevin P. Murphy. The Bayes net toolbox for MATLAB. Technical report, University of California at Berkeley; Berkeley, CA. October 12 2001.
    • (2001) The Bayes Net Toolbox for MATLAB
    • Murphy, K.P.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.