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Volumn , Issue , 2011, Pages 189-198

Ensembling predictions of student post-test scores for an intelligent tutoring system

Author keywords

Bayesian Knowledge Tracing; Cognitive Tutor; Ensemble methods; Performance factors analysis; Student modeling

Indexed keywords

BAYESIAN KNOWLEDGE-TRACING; COGNITIVE TUTORS; ENSEMBLE METHODS; PERFORMANCE FACTORS; STUDENT MODELING;

EID: 84857459985     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (13)

References (20)
  • 5
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • BREIMAN, L. (2001) Random Forests. Machine Learning, 45, 1, 5-32.
    • (2001) Machine Learning , vol.45 , Issue.1 , pp. 5-32
    • Breiman, L.1
  • 13
    • 84944325102 scopus 로고    scopus 로고
    • A Data Repository for the EDM community: The PSLC DataShop
    • Romero, C. Ventura, S. Pechenizkiy, M. Baker, R.S.J.d. (Eds.), Boca Raton, FL: CRC Press
    • KOEDINGER, K.R., BAKER, R.S.J.d., CUNNINGHAM, K., SKOGSHOLM, A., LEBER, B., STAMPER, J. (2010) A Data Repository for the EDM community: The PSLC DataShop. In Romero, C., Ventura, S., Pechenizkiy, M., Baker, R.S.J.d. (Eds.) Handbook of Educational Data Mining. Boca Raton, FL: CRC Press, 43-56.
    • (2010) Handbook of Educational Data Mining , pp. 43-56
    • Koedinger, K.R.1    Baker, R.S.J.D.2    Cunningham, K.3    Skogsholm, A.4    Leber, B.5    Stamper, J.6
  • 14
    • 34548554824 scopus 로고    scopus 로고
    • Cognitive tutors: Technology bringing learning science to the classroom
    • K. Sawyer (Ed.), New York: Cambridge University Press
    • KOEDINGER, K. R., CORBETT, A. T. (2006) Cognitive tutors: Technology bringing learning science to the classroom. In K. Sawyer (Ed.), The Cambridge handbook of the learning sciences (pp. 61-78). New York: Cambridge University Press.
    • (2006) The Cambridge Handbook of the Learning Sciences , pp. 61-78
    • Koedinger, K.R.1    Corbett, A.T.2
  • 17
    • 84857464600 scopus 로고    scopus 로고
    • Navigating the parameter space of Bayesian Knowledge Tracing models: Visualizations of the convergence of the Expectation Maximization algorithm
    • PARDOS, Z. A., HEFFERNAN, N. T. (2010) Navigating the parameter space of Bayesian Knowledge Tracing models: Visualizations of the convergence of the Expectation Maximization algorithm. Proceedings of the 3rd International Conference on Educational Data Mining, 161-170.
    • (2010) Proceedings of the 3rd International Conference on Educational Data Mining , pp. 161-170
    • Pardos, Z.A.1    Heffernan, N.T.2
  • 18
    • 84880033720 scopus 로고    scopus 로고
    • Using HMMs and bagged decision trees to leverage rich features of user and skill from an intelligent tutoring system dataset
    • in press, To appear in
    • PARDOS, Z.A., HEFFERNAN, N. T. (in press) Using HMMs and bagged decision trees to leverage rich features of user and skill from an intelligent tutoring system dataset. To appear in Journal of Machine Learning Research W & CP.
    • Journal of Machine Learning Research W & CP
    • Pardos, Z.A.1    Heffernan, N.T.2
  • 19
    • 84857473538 scopus 로고    scopus 로고
    • Learning factors transfer analysis: Using learning curve analysis to automatically generate domain models
    • PAVLIK, P.I., CEN, H., KOEDINGER, K.R. (2009) Learning Factors Transfer Analysis: Using Learning Curve Analysis to Automatically Generate Domain Models. Proceedings of the 2nd International.
    • (2009) Proceedings of the 2nd International
    • Pavlik, P.I.1    Cen, H.2    Koedinger, K.R.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.