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Volumn 7926 LNAI, Issue , 2013, Pages 171-180

Individualized bayesian knowledge tracing models

Author keywords

Bayesian knowledge tracing; Model fitting; Model selection; Student specific model parameters

Indexed keywords

ARTIFICIAL INTELLIGENCE; COMPUTER AIDED INSTRUCTION; EDUCATION COMPUTING;

EID: 84879998340     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-39112-5_18     Document Type: Conference Paper
Times cited : (428)

References (8)
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    • Corbett, A.T.1    Anderson, J.R.2
  • 2
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    • An introduction to the application of the theory of probabilistic functions of a markov process to automatic speech recognition
    • Levinson, S.E., Rabiner, L.R., Sondhi, M.M.: An Introduction to the Application of the Theory of Probabilistic Functions of a Markov Process to Automatic Speech Recognition. Bell System Technical Journal 62(4), 1035-1074 (1983)
    • (1983) Bell System Technical Journal , vol.62 , Issue.4 , pp. 1035-1074
    • Levinson, S.E.1    Rabiner, L.R.2    Sondhi, M.M.3
  • 4
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    • User modeling-A notoriously black art
    • In: Konstan, J.A., Conejo, R., Marzo, J.L., Oliver, N. (eds.) Springer, Heidelberg
    • Yudelson, M., Pavlik Jr., P.I., Koedinger, K.R.: User Modeling-A Notoriously Black Art. In: Konstan, J.A., Conejo, R., Marzo, J.L., Oliver, N. (eds.) UMAP 2011. LNCS, vol. 6787, pp. 317-328. Springer, Heidelberg (2011)
    • (2011) UMAP 2011. LNCS , vol.6787 , pp. 317-328
    • Yudelson, M.1    Pavlik Jr., I.P.2    Koedinger, K.R.3
  • 5
    • 77954598690 scopus 로고    scopus 로고
    • Modeling individualization in a bayesian networks implementation of knowledge tracing
    • In: De Bra, P., Kobsa, A., Chin, D. (eds.) Springer, Heidelberg
    • Pardos, Z.A., Heffernan, N.T.: Modeling Individualization in a Bayesian Networks Implementation of Knowledge Tracing. In: De Bra, P., Kobsa, A., Chin, D. (eds.) UMAP 2010. LNCS, vol. 6075, pp. 255-266. Springer, Heidelberg (2010)
    • (2010) UMAP 2010. LNCS , vol.6075 , pp. 255-255
    • Pardos, Z.A.1    Heffernan, N.T.2
  • 6
    • 70349857969 scopus 로고    scopus 로고
    • Comparing Two IRT models for conjunctive skills
    • In: Woolf, B.P., A?meur, E., Nkambou, R., Lajoie, S. (eds.) Springer, Heidelberg
    • Cen, H., Koedinger, K.R., Junker, B.: Comparing Two IRT Models for Conjunctive Skills. In: Woolf, B.P., A?meur, E., Nkambou, R., Lajoie, S. (eds.) ITS 2008. LNCS, vol. 5091, pp. 796-798. Springer, Heidelberg (2008)
    • (2008) ITS 2008. LNCS , vol.5091 , pp. 796-798
    • Cen, H.1    Koedinger, K.R.2    Junker, B.3
  • 7
    • 70349862120 scopus 로고    scopus 로고
    • More accurate student modeling through contextual estimation of slip and guess probabilities in bayesian knowledge tracing
    • In: Woolf, B.P., A?meur, E., Nkambou, R., Lajoie, S. (eds.) Springer, Heidelberg
    • Baker, R.S.J., Corbett, A.T., Aleven, V.: More Accurate Student Modeling through Contextual Estimation of Slip and Guess Probabilities in Bayesian Knowledge Tracing. In: Woolf, B.P., A?meur, E., Nkambou, R., Lajoie, S. (eds.) ITS 2008. LNCS, vol. 5091, pp. 406-415. Springer, Heidelberg (2008)
    • (2008) ITS 2008. LNCS , vol.5091 , pp. 406-415
    • Baker, R.S.J.1    Corbett, A.T.2    Aleven, V.3
  • 8
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    • The impact on individualizing student models on necessary practice opportunities
    • In: Yacef, K., Za?ane, O.R., Hershkovitz, A., Yudelson, M., Stamper, J.C. (eds.)
    • Lee, J.I., Brunskill, E.: The Impact on Individualizing Student Models on Necessary Practice Opportunities. In: Yacef, K., Za?ane, O.R., Hershkovitz, A., Yudelson, M., Stamper, J.C. (eds.) Proceedings of the 5th International Conference on Educational Data Mining (EDM 2012), pp. 118-125 (2012)
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    • Lee, J.I.1    Brunskill, E.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.