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Volumn 6094 LNCS, Issue PART 1, 2010, Pages 15-24

Predicting correctness of problem solving in ITS with a temporal collaborative filtering approach

Author keywords

Intelligent tutoring systems; Performance prediction; Temporal collaborative filtering

Indexed keywords

COLLABORATIVE FILTERING; EDUCATIONAL APPLICATIONS; INTELLIGENT TUTORING SYSTEM; MULTIPLE INTERACTIONS; PERFORMANCE PREDICTION; PREDICTION ACCURACY; TARGET APPLICATION; TEMPORAL COLLABORATIVE FILTERING; TUTORING SYSTEM;

EID: 79957523377     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-13388-6_6     Document Type: Conference Paper
Times cited : (9)

References (13)
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    • High level student modeling with machine learning
    • Gauthier, G. VanLehn, K. Frasson, C. (eds.), LNCS, Springer, Heidelberg
    • Beck, J.E., Woolf, B.P.: High Level Student Modeling with Machine Learning. In: Gauthier, G., VanLehn, K., Frasson, C. (eds.) ITS 2000. LNCS, vol. 1839, pp. 584-593. Springer, Heidelberg (2000).
    • (2000) ITS 2000 , vol.1839 , pp. 584-593
    • Beck, J.E.1    Woolf, B.P.2
  • 4
    • 33751015138 scopus 로고    scopus 로고
    • Validity and reliability of scaffolded peer assessment of writing from instructor and student perspectives
    • DOI 10.1037/0022-0663.98.4.891
    • Cho, K., Schunn, C.C., Wilson, R.W.: Validity and Reliability of Scaffolded Peer Assessment of Writing from Instructor and Student Perspectives. Journal of Educational Psychology 98(4), 891-901 (2006). (Pubitemid 44747846)
    • (2006) Journal of Educational Psychology , vol.98 , Issue.4 , pp. 891-901
    • Cho, K.1    Schunn, C.D.2    Wilson, R.W.3
  • 5
    • 33745798477 scopus 로고    scopus 로고
    • Time weight collaborative filtering
    • CIKM'05 - Proceedings of the 14th ACM International Conference on Information and Knowledge Management
    • Ding, Y., Li, X.: Time Weight Collaborative Filtering. In: Proceedings of the 14th ACM International Conference on Information and Knowledge Management, pp. 485-492. ACM, New York (2005). (Pubitemid 44022221)
    • (2005) International Conference on Information and Knowledge Management, Proceedings , pp. 485-492
    • Ding, Y.1    Li, X.2
  • 11
    • 34547978834 scopus 로고    scopus 로고
    • Inducing high-level behaviors from problem-solving traces using machine-learning tools
    • DOI 10.1109/MIS.2007.73
    • Robinet, V., Bisson, G., Gordon, M.B., Lemaire, B.: Inducing High-Level Behaviors from Problem-Solving Traces Using Machine-Learning Tools. IEEE Intelligent Systems 22(4), 22-30 (2007). (Pubitemid 47274702)
    • (2007) IEEE Intelligent Systems , vol.22 , Issue.4 , pp. 22-30
    • Robinet, V.1    Bisson, G.2    Gordon, M.B.3    Lemaire, B.4
  • 12
    • 26444562687 scopus 로고    scopus 로고
    • The problem of concept drift: Definitions and related work
    • Trinity College Dublin, Ireland
    • Tsymbal, A.: The Problem of Concept Drift: Definitions and Related Work. Technical report, TCD-CS-2004-15, Comp. Sci. Department, Trinity College Dublin, Ireland (2004).
    • (2004) Technical Report, TCD-CS-2004-15, Comp. Sci. Department
    • Tsymbal, A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.