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Volumn , Issue , 2012, Pages 53-58

Predicting GPA and academic dismissal in LMS using educational data mining: A case mining

Author keywords

C5.0 Algorithm; Educational Data Mining (EDM); Prediction; Regression

Indexed keywords

CAN DESIGN; DROP-OUT; EDUCATION SYSTEMS; EDUCATIONAL DATA MINING; EDUCATIONAL INSTITUTIONS; EDUCATIONAL SYSTEMS; EFFICIENT STRATEGY; ELECTRONIC EDUCATION; FIRST YEAR STUDENTS; IF THERE ARE; LEARNING MANAGEMENT SYSTEM; ONLINE COURSE; REGRESSION; RESEARCH COMMUNITIES; SCIENCE AND TECHNOLOGY;

EID: 84869470123     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICELET.2012.6333365     Document Type: Conference Paper
Times cited : (37)

References (11)
  • 1
    • 0003585297 scopus 로고    scopus 로고
    • Second Edition, University of Illinois at Urbana-Champaign
    • Jiawei Han and Micheline Kamber, "Data Mining: Concepts and Techniques", Second Edition, University of Illinois at Urbana-Champaign, 2006
    • (2006) Data Mining: Concepts and Techniques
    • Han, J.1    Kamber, M.2
  • 8
    • 33845652376 scopus 로고    scopus 로고
    • Data mining in the e-learning domain
    • Hanna, M., "Data mining in the e-learning domain", Computers & Education Journal, 42(3), 267-287, 2004
    • (2004) Computers & Education Journal , vol.42 , Issue.3 , pp. 267-287
    • Hanna, M.1
  • 10
    • 84870636304 scopus 로고    scopus 로고
    • Rebecca nugent and nema dean, skill set profile clustering based on weighted student responses
    • Montréal, Québec, Canada, June 20-21
    • Elizabeth Ayers, "Rebecca Nugent and Nema Dean, Skill Set Profile Clustering Based on Weighted Student Responses", The 1st International Conference on Educational Data Mining Proceedings, Montréal, Québec, Canada, June 20-21, 2008
    • (2008) The 1st International Conference on Educational Data Mining Proceedings
    • Ayers, E.1
  • 11
    • 77958152418 scopus 로고    scopus 로고
    • Predicting student grades in learning management systems with multiple instance genetic programming
    • Cordoba, Spain, July 1-3
    • Amelia Zafra and Sebastan Ventura, "Predicting Student Grades in Learning Management Systems with Multiple Instance Genetic Programming", 2nd International Conference On Educational Data Mining Proceedings, Cordoba, Spain, July 1-3, 2009
    • (2009) 2nd International Conference On Educational Data Mining Proceedings
    • Zafra, A.1    Ventura, S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.