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Volumn , Issue , 2008, Pages

Student modeling using NN-HMM for EFL course

Author keywords

Adaptive learning; AIWBES; Baum Welch algorithm; Fuzzy ART2; Hidden Markov Model; Student model

Indexed keywords

CHLORINE COMPOUNDS; COMMUNICATION; HIDDEN MARKOV MODELS; LEARNING SYSTEMS; MARKOV PROCESSES; MAXIMUM LIKELIHOOD ESTIMATION; NEURAL NETWORKS; PARAMETER ESTIMATION; STOCHASTIC MODELS; STUDENTS; TECHNOLOGY; VECTORS;

EID: 49149102891     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICTTA.2008.4529975     Document Type: Conference Paper
Times cited : (2)

References (12)
  • 1
    • 49149096511 scopus 로고    scopus 로고
    • Student Modeling and Adaptively in Web Based Learning Systems
    • Master Thesis, Massy University, New Zealand
    • B. Han, "Student Modeling and Adaptively in Web Based Learning Systems", 2001, Master Thesis, Massy University, New Zealand.
    • Han, B.1
  • 3
    • 49149115355 scopus 로고    scopus 로고
    • A tutorial on hidden Markov models
    • Technical Report No, SPANN-96.1, 996
    • D. Rakesh., and U. Desai, "A tutorial on hidden Markov models", Technical Report No. : SPANN-96.1, 996.
    • Rakesh, D.1    Desai, U.2
  • 6
    • 21844443967 scopus 로고    scopus 로고
    • Modeling the Development of Problem Solving Skills in Chemistry with a Web-Based Tutor
    • ISBN 978-3-540-22948-3, pp
    • R Stevens, A Soller and M Cooper, "Modeling the Development of Problem Solving Skills in Chemistry with a Web-Based Tutor", Springer, Intelligent Tutoring System (3220), ISBN 978-3-540-22948-3, pp.580-59.
    • Springer, Intelligent Tutoring System , pp. 580-659
    • Stevens, R.1    Soller, A.2    Cooper, M.3
  • 7
    • 0026408256 scopus 로고
    • Fuzzy ART: Fast stable learning and categorization of analog patterns by an adaptive resonance system
    • C. Gail., G. Stephen. and D. Rosen, "Fuzzy ART: Fast stable learning and categorization of analog patterns by an adaptive resonance system", Neural Networks (Publication), 4, 1991b, pp.759-771.
    • (1991) Neural Networks (Publication) , vol.4 , pp. 759-771
    • Gail, C.1    Stephen, G.2    Rosen, D.3
  • 8
    • 0025786440 scopus 로고
    • ART 2-A: An adaptive resonance algorithm for rapid category learning and recognition
    • C. Gail., G. Stephen. and D. Rosen, ART 2-A: An adaptive resonance algorithm for rapid category learning and recognition, Neural Networks (Publication), 4, 1991a, pp.493-504.
    • (1991) Neural Networks (Publication) , vol.4 , pp. 493-504
    • Gail, C.1    Stephen, G.2    Rosen, D.3
  • 10
    • 0024610919 scopus 로고
    • A tutorial on hidden Markov models and seleceted applications in speech recognition
    • R Rabiner., "A tutorial on hidden Markov models and seleceted applications in speech recognition", Proceedings of the IEEE, vol. 77, no. 2, 1989, pp. 257-286.
    • (1989) Proceedings of the IEEE , vol.77 , Issue.2 , pp. 257-286
    • Rabiner, R.1
  • 12
    • 49149113842 scopus 로고    scopus 로고
    • H. Masun, L. Rania and B. Ghias, Adaptive web-based educational system using neural networks in EFL Course, IEEE Xplore Release 2.2, 1, ISBN: 0-7803-9521-2, 2006, pp.622-625
    • H. Masun., L. Rania and B. Ghias, "Adaptive web-based educational system using neural networks in EFL Course", IEEE Xplore Release 2.2, 1, ISBN: 0-7803-9521-2, 2006, pp.622-625.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.