메뉴 건너뛰기




Volumn 49, Issue 3, 2007, Pages 597-614

Implementation and performance evaluation of parameter improvement mechanisms for intelligent e-learning systems

Author keywords

Chinese knowledge and information processing; Machine learning; Open source software; Portfolio; Support vector machines

Indexed keywords

ALGORITHMS; COMPUTER SOFTWARE; DATA PROCESSING; DISTANCE EDUCATION; INTELLIGENT SYSTEMS; STUDENTS;

EID: 34248652129     PISSN: 03601315     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.compedu.2005.11.008     Document Type: Article
Times cited : (29)

References (25)
  • 2
    • 0033307674 scopus 로고    scopus 로고
    • Teaching to students' learning styles: approaches that work
    • Budny D.D., and Hein T.L. Teaching to students' learning styles: approaches that work. Frontiers in Education Conference 2 Nov (1999) 12C1/7-12C114
    • (1999) Frontiers in Education Conference , vol.2 , Issue.Nov
    • Budny, D.D.1    Hein, T.L.2
  • 3
    • 27144489164 scopus 로고    scopus 로고
    • A tutorial on support vector machines for pattern recognition
    • Burges C.J.C. A tutorial on support vector machines for pattern recognition. Data Mining and Knowledge Discovery 2 2 (1998) 121-167
    • (1998) Data Mining and Knowledge Discovery , vol.2 , Issue.2 , pp. 121-167
    • Burges, C.J.C.1
  • 4
    • 34248645496 scopus 로고    scopus 로고
    • Chang, C.-C., & Lin, C.-J. (2001). LIBSVM: a library for support vector machines, 2001. Software available from http://www.csie.ntu.edu.tw/~cjlin/Libsvm.
  • 5
    • 34248641462 scopus 로고    scopus 로고
    • Chen, S.-C. (2002). A study of learning behaviors of elementary students in the web project-based learning environment. Master Thesis, National Tainan University.
  • 7
    • 34248664764 scopus 로고    scopus 로고
    • Chen, K. J., & Liu, S. H. (1992). Word identification for mandarin Chinese sentences. In Proceedings of COLING 1992 (pp. 101-107).
  • 8
    • 34248642909 scopus 로고    scopus 로고
    • Chen, K. J., & Ma, W.-Y. (2002). Unknown word extraction for Chinese documents. In Proceedings of COLING 2002 (pp. 169-175).
  • 9
    • 34248631737 scopus 로고    scopus 로고
    • Chen, Y.-P., Hsieh, H.-W., & Chen, N.-H. (2003). Dynamic constructing decision rules from learning portfolio to support adaptive instruction. In Proceedings of National Computer Symposium, December.
  • 10
    • 9644278042 scopus 로고    scopus 로고
    • Learning and diagnosis of individual and class conceptual perspectives: an intelligent systems approach using clustering techniques
    • Cheng S.-Y., Lin C.-S., Chen H.-H., and Heh J.-S. Learning and diagnosis of individual and class conceptual perspectives: an intelligent systems approach using clustering techniques. Computers and Education 44 3 (2005) 257-283
    • (2005) Computers and Education , vol.44 , Issue.3 , pp. 257-283
    • Cheng, S.-Y.1    Lin, C.-S.2    Chen, H.-H.3    Heh, J.-S.4
  • 11
    • 0032594968 scopus 로고    scopus 로고
    • Vapnik-Chervonenkis (VC) learning theory and its applications
    • Cherkassky V., and Mulier F. Vapnik-Chervonenkis (VC) learning theory and its applications. IEEE Transactions on Neural Networks 10 5 (1999) 985-987
    • (1999) IEEE Transactions on Neural Networks , vol.10 , Issue.5 , pp. 985-987
    • Cherkassky, V.1    Mulier, F.2
  • 12
  • 13
    • 0037507332 scopus 로고    scopus 로고
    • Expert system for extracting syntactic information from Java code
    • Depradine C. Expert system for extracting syntactic information from Java code. Expert Systems with Applications 25 (2003) 187-198
    • (2003) Expert Systems with Applications , vol.25 , pp. 187-198
    • Depradine, C.1
  • 15
    • 34248642341 scopus 로고    scopus 로고
    • Available from http://moodle.org/.
  • 16
    • 34248630580 scopus 로고    scopus 로고
    • Leuthold, J. H. (1998). Is computer-based learning right for everyone? In Proceedings of the 32nd annual Hawaii international conference on system sciences (Vol. 1, p. 8).
  • 17
    • 0242573525 scopus 로고    scopus 로고
    • Effects of confidence scores and remedial instruction on prepositions learning in adaptive hypermedia
    • Lo J.-J., Wang H.-M., and Yeh S.-W. Effects of confidence scores and remedial instruction on prepositions learning in adaptive hypermedia. Computers and Education 42 (2004) 45-63
    • (2004) Computers and Education , vol.42 , pp. 45-63
    • Lo, J.-J.1    Wang, H.-M.2    Yeh, S.-W.3
  • 18
    • 34248658911 scopus 로고    scopus 로고
    • Ma, W.-Y., & Chen, K. J. (2003). A bottom-up merging algorithm for Chinese unknown word extraction. In Proceedings of ACL workshop on Chinese language processing 2003 (pp. 31-38).
  • 21
    • 34248643505 scopus 로고    scopus 로고
    • Tung, H.-K. (2003). A study on the critical factors of the performance of e-learning application on education from the learning theory perspective. Master Thesis, Ming-Chuan University.
  • 23
    • 0002660750 scopus 로고    scopus 로고
    • The support vector method of function estimation
    • Suykens J.A.K., and Vandewalle J. (Eds), Kluwer, Boston, MA
    • Vapnik V. The support vector method of function estimation. In: Suykens J.A.K., and Vandewalle J. (Eds). Non-linear modeling: advanced black-box techniques (1998), Kluwer, Boston, MA 55-85
    • (1998) Non-linear modeling: advanced black-box techniques , pp. 55-85
    • Vapnik, V.1
  • 24
    • 84964412508 scopus 로고    scopus 로고
    • Wu, A. K. W., & Leung, C.-H. (2002). Evaluating learning behavior of web-based training (WBT) using Web Log. In Proceedings of the International Conference on Computers in Education, December. (pp. 736-737).
  • 25
    • 34248652182 scopus 로고    scopus 로고
    • Zhang, J., Cheung, B., & Hui, L. An intelligent tutoring system: SmartTutor. In Proceedings of 2001 world conference on educational multimedia, hypermedia and telecommunications, June 2001 (pp. 2130-2131).


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.