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Volumn 2774 PART 2, Issue , 2003, Pages 267-274

Preventing student dropout in distance learning using machine learning techniques

Author keywords

[No Author keywords available]

Indexed keywords

DATA ACQUISITION; DATA REDUCTION; INFORMATION ANALYSIS; KNOWLEDGE ACQUISITION; LEARNING ALGORITHMS; LEARNING SYSTEMS; OPTIMAL SYSTEMS; STUDENTS; ARTIFICIAL INTELLIGENCE; DISTANCE EDUCATION; EDUCATION; KNOWLEDGE BASED SYSTEMS;

EID: 8344235939     PISSN: 03029743     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/978-3-540-45226-3_37     Document Type: Conference Paper
Times cited : (152)

References (16)
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    • Domingos, P.1    Pazzani, M.2
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    • Kohavi, R., John, G. H.: Wrappers for feature subset selection. Artificial Intelligence, 97 (1997) 273-324.
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    • Kohavi, R.1    John, G.H.2
  • 8
    • 0002431740 scopus 로고    scopus 로고
    • Automatic construction of decision trees from data: A multi-disciplinary survey
    • Murthy, S.: Automatic Construction of Decision Trees from Data: A Multi-Disciplinary Survey. Data Mining and Knowledge Discovery, 2 (1998) 345-389.
    • (1998) Data Mining and Knowledge Discovery , vol.2 , pp. 345-389
    • Murthy, S.1
  • 9
    • 3843142878 scopus 로고    scopus 로고
    • A study of variables that predict dropout from distance education
    • Parker, A.: A study of variables that predict dropout from distance education. International Journal of Educational Technology, 1 (1999) 1-10.
    • (1999) International Journal of Educational Technology , vol.1 , pp. 1-10
    • Parker, A.1
  • 10
    • 0001171722 scopus 로고    scopus 로고
    • Using sparseness and analytic QP to speed training of support vector machines
    • Kearns, M. S., Solla, S. A. & Cohn D. A. (Eds.), MA: MIT Press
    • Platt, J.: Using sparseness and analytic QP to speed training of support vector machines. In: Kearns, M. S., Solla, S. A. & Cohn D. A. (Eds.), Advances in neural information processing systems 11. MA: MIT Press (1999).
    • (1999) Advances in Neural Information Processing Systems , vol.11
    • Platt, J.1
  • 12
    • 27144463192 scopus 로고    scopus 로고
    • On comparing classifiers: Pitfalls to avoid and a recommended approach
    • Salzberg, S.: On Comparing Classifiers: Pitfalls to Avoid and a Recommended Approach. Data Mining and Knowledge Discovery 1 (1997) 317-328.
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    • An exploration of learner progress and drop-out in Korea National Open University
    • Shin, N., Kim, J.: An exploration of learner progress and drop-out in Korea National Open University. Distance Education - An International Journal, 20 (1999).
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    • A survey on student dropout rates and dropout causes concerning the students in the course of informatics of the Hellenic Open University
    • Xenos, M., Pierrakeas C., Pintelas P.: A survey on student dropout rates and dropout causes concerning the students in the course of informatics of the Hellenic Open University, Computers & Education, 39 (2002) 361-377.
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    • Xenos, M.1    Pierrakeas, C.2    Pintelas, P.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.