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Volumn , Issue , 2004, Pages 480-484

Student modeling using principal component analysis of SOM clusters

Author keywords

Adaptive hypermedia learning systems; Principal component analysis; SOM; Student modeling

Indexed keywords

COMPUTER SIMULATION; EIGENVALUES AND EIGENFUNCTIONS; KNOWLEDGE BASED SYSTEMS; MATHEMATICAL MODELS; PRINCIPAL COMPONENT ANALYSIS; STUDENTS;

EID: 13244283213     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (15)

References (25)
  • 1
    • 0842266641 scopus 로고    scopus 로고
    • A conceptual framework for internet-based intelligent tutoring systems
    • A. Behrooz, pace, Londo, UK
    • Kinshuk and P. Ashok, "A conceptual framework for Internet-based Intelligent Tutoring Systems," Knowledge Transfer (Volume II) A. Behrooz, pace, Londo, UK, 1997, pp. 117-124.
    • (1997) Knowledge Transfer , vol.2 , pp. 117-124
    • Kinshuk1    Ashok, P.2
  • 3
    • 0037896852 scopus 로고    scopus 로고
    • Map-based horizontal navigation in educational hypertext
    • P. Brusilovsky, and R. Rizzo, "Map-based Horizontal Navigation in Educational Hypertext", Journal of Digital Information, 2003, 3 (1).
    • (2003) Journal of Digital Information , vol.3 , Issue.1
    • Brusilovsky, P.1    Rizzo, R.2
  • 4
    • 0002784640 scopus 로고    scopus 로고
    • Methods and techniques of adaptive hypermedia
    • P. Brusilovsky, A. Kobsa and J. Vassileva (eds.), Kluwer Academic Publishers, Dordrecht
    • P. Brusilovsky, "Methods and Techniques of Adaptive Hypermedia", In P. Brusilovsky, A. Kobsa and J. Vassileva (eds.): Adaptive Hypertext and Hypermedia, Kluwer Academic Publishers, Dordrecht, 1998, pp. 1-43.
    • (1998) Adaptive Hypertext and Hypermedia , pp. 1-43
    • Brusilovsky, P.1
  • 5
    • 0025404810 scopus 로고
    • The art of navigating through hypertext
    • J. Nielsen, "The Art of Navigating through Hypertext", Communications of the ACM, 1995, 33 (3), pp. 297-310.
    • (1995) Communications of the ACM , vol.33 , Issue.3 , pp. 297-310
    • Nielsen, J.1
  • 7
    • 0035037208 scopus 로고    scopus 로고
    • Student control
    • Kluwer Academic Publishers
    • J. Kay, "Student Control", User Modeling and User-Adapted Interaction, Kluwer Academic Publishers, 2001, 11, pp. 111-127.
    • (2001) User Modeling and User-adapted Interaction , vol.11 , pp. 111-127
    • Kay, J.1
  • 8
    • 0003803702 scopus 로고
    • Cognitive models for structuring hypermedia and implications for learning from the world wide web
    • Lismore, NSW Norsearch Publishing
    • J. Eklund, "Cognitive Models for Structuring Hypermedia and Implications for Learning from the World Wide Web". AusWeb95 - Proceedings of the First Australian World Wide Web Conference, Lismore, NSW Norsearch Publishing, 1995, pp. 111-116.
    • (1995) AusWeb95 - Proceedings of the First Australian World Wide Web Conference , pp. 111-116
    • Eklund, J.1
  • 11
    • 0024090733 scopus 로고
    • Experience with adaptive interfaces
    • D. Benyon, and D. Murray, "Experience with Adaptive Interfaces", The Computer Journal, 1988, 31 (5), pp. 465-473.
    • (1988) The Computer Journal , vol.31 , Issue.5 , pp. 465-473
    • Benyon, D.1    Murray, D.2
  • 12
    • 0035037208 scopus 로고    scopus 로고
    • Student control
    • Kluwer Academic Publishers
    • J. Kay, "Student Control", User Modeling and User-Adapted Interaction, Kluwer Academic Publishers, 2001, 11, pp.111-127.
    • (2001) User Modeling and User-adapted Interaction , vol.11 , pp. 111-127
    • Kay, J.1
  • 13
    • 0002426027 scopus 로고
    • Stereotypes and user modeling
    • Kobsa, A. and Wahlster, W. (eds), Springer-Verlag, Berlin
    • E. Rich, "Stereotypes and User Modeling", In Kobsa, A. and Wahlster, W. (eds), User Models in Dialog Systems, Springer-Verlag, Berlin, 1989, pp.35-51.
    • (1989) User Models in Dialog Systems , pp. 35-51
    • Rich, E.1
  • 14
    • 13244293971 scopus 로고
    • Formal approaches to student modeling
    • G. McCalla and J. Greer (eds), Springer-Verlag, New York
    • J. Self, "Formal Approaches to Student Modeling", In G. McCalla and J. Greer (eds), Student Models: The Key to Individualized Educational Systems, Springer-Verlag, New York, 1994.
    • (1994) Student Models: The Key to Individualized Educational Systems
    • Self, J.1
  • 15
    • 0002332268 scopus 로고
    • OLAE: Progress toward a multi-activity, Bayesian student modeler
    • P. Brna, S. Ohlsson, & H. Pain (eds), AACE, Edinburgh, Scotland
    • J. Martin, and K. VanLehn, "OLAE: Progress toward a Multi-activity, Bayesian Student Modeler", In P. Brna, S. Ohlsson, & H. Pain (eds). Proceedings of the World Conference on Artificial Intelligence in Education, AACE, Edinburgh, Scotland, 1993, pp. 410-417.
    • (1993) Proceedings of the World Conference on Artificial Intelligence in Education , pp. 410-417
    • Martin, J.1    VanLehn, K.2
  • 17
    • 84958615820 scopus 로고    scopus 로고
    • A case-based approach to user modeling
    • B. Smyth and P. Cunningham (eds), LNAI 1488, Springer-Verlag, Berlin
    • A. Micarelli, F. Sciarrone, L. Ambrosini, and V. Cirillo, "A Case-based Approach to User Modeling", In B. Smyth and P. Cunningham (eds), EWCBR'98, LNAI 1488, Springer-Verlag, Berlin, 1998, pp. 310-321.
    • (1998) EWCBR'98 , pp. 310-321
    • Micarelli, A.1    Sciarrone, F.2    Ambrosini, L.3    Cirillo, V.4
  • 20
    • 13244258933 scopus 로고    scopus 로고
    • Reuse in modeling instructional design
    • AACE, Lugano, Switzerland, June 21-26, (in press)
    • C. S. Lee, "Reuse in modeling instructional design", Ed-Media 2004, AACE, Lugano, Switzerland, June 21-26, 2004 (in press).
    • (2004) Ed-media 2004
    • Lee, C.S.1
  • 21
    • 0025489075 scopus 로고
    • The self-organizing map
    • T. Kohonen, "The Self-organizing Map", Proceedings of the IEEE, 1990, 78 (9), pp. 1464-1480.
    • (1990) Proceedings of the IEEE , vol.78 , Issue.9 , pp. 1464-1480
    • Kohonen, T.1
  • 24
    • 0034800371 scopus 로고    scopus 로고
    • Principal component analysis for clustering gene expression data
    • K. Y., Yeung, and W. L. Ruzzo, "Principal component analysis for clustering gene expression data". Bioinformatics, 2001, 17, pp. 763-774.
    • (2001) Bioinformatics , vol.17 , pp. 763-774
    • Yeung, K.Y.1    Ruzzo, W.L.2
  • 25
    • 0030572617 scopus 로고    scopus 로고
    • A comparison of SOM neural network and hierarchical clustering methods
    • Mangiameli, P., Chen, S. K. and West, D. "A comparison of SOM neural network and hierarchical clustering methods", European Journal of Operational Research, 1996, 93, pp. 402-417.
    • (1996) European Journal of Operational Research , vol.93 , pp. 402-417
    • Mangiameli, P.1    Chen, S.K.2    West, D.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.