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Volumn , Issue , 2013, Pages 98-103

Use data warehouse and data mining to predict student academic performance in schools: A case study (perspective application and benefits)

Author keywords

data mining; data warehouse; student performance

Indexed keywords

ACADEMIC PERFORMANCE; LOW ACHIEVERS; STUDENT PERFORMANCE;

EID: 84892637170     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/TALE.2013.6654408     Document Type: Conference Paper
Times cited : (22)

References (19)
  • 3
    • 43849109171 scopus 로고    scopus 로고
    • Data mining application in higher learning institutions
    • N. Delavari, S. Phon-Amnuaisuk, and M. R. Beikzadeh, "Data Mining Application in Higher Learning Institutions, " In Informatics in Education, vol. 7, No. 1, 2008, pp. 31-54.
    • (2008) Informatics in Education , vol.7 , Issue.1 , pp. 31-54
    • Delavari, N.1    Phon-Amnuaisuk, S.2    Beikzadeh, M.R.3
  • 4
    • 84892629039 scopus 로고    scopus 로고
    • Predicting student success: An application of data mining techniques in higher educational systems
    • H. Waguih, "Predicting Student Success: An Application of Data Mining Techniques in Higher Educational Systems, " in Egyptian Computer Science Journal, vol. 30, No. 2, 2008.
    • (2008) Egyptian Computer Science Journal , vol.30 , Issue.2
    • Waguih, H.1
  • 5
    • 78649878295 scopus 로고    scopus 로고
    • Use data mining to improve student retention in higher education-A case study
    • Y. Zhang, S. Oussena, T. Clark, and H. Kim, "Use data mining to improve student retention in higher education-A case study, " In ICEIS (1), 2010, pp. 190-197.
    • (2010) ICEIS , Issue.1 , pp. 190-197
    • Zhang, Y.1    Oussena, S.2    Clark, T.3    Kim, H.4
  • 6
    • 77949601665 scopus 로고    scopus 로고
    • Data mining algorithms to classify students
    • C. Romero, S. Ventura, P. G. Espejo, and C. Hervás, "Data mining algorithms to classify students, ". In EDM, 2008, pp. 8-17.
    • (2008) EDM , pp. 8-17
    • Romero, C.1    Ventura, S.2    Espejo, P.G.3    Hervás, C.4
  • 9
    • 0003836690 scopus 로고    scopus 로고
    • 3rd edition, Canada: John Wiley &Sons, Inc
    • W. H. Inmon, "Building the Data Warehouse, " 3rd edition, Canada: John Wiley &Sons, Inc., 2005.
    • (2005) Building the Data Warehouse
    • Inmon, W.H.1
  • 10
    • 14544293269 scopus 로고    scopus 로고
    • Hidden messages
    • May 22
    • N. Rubenking, "Hidden Messages, " PC Magazine, May 22, vol. 20, No. 10, 2001, pp. 86-88.
    • (2001) PC Magazine , vol.20 , Issue.10 , pp. 86-88
    • Rubenking, N.1
  • 11
    • 77954605151 scopus 로고    scopus 로고
    • The state of educational data mining in 2009: A review future visions
    • R. Baker and K. Yacef, "The State of Educational Data mining in 2009: A Review Future Visions, " in Journal of Educational Data Mining, vol. 1, No. 1, 2009.
    • (2009) Journal of Educational Data Mining , vol.1 , Issue.1
    • Baker, R.1    Yacef, K.2
  • 13
    • 51949102480 scopus 로고    scopus 로고
    • Predicting academic performance by data mining methods
    • J. P. Vandamme, N. Meskens, and J. F. Superby, "Predicting Academic Performance by Data Mining Methods, " in Education Economics, vol. 15, No. 4, 2007, pp. 405-419
    • (2007) Education Economics , vol.15 , Issue.4 , pp. 405-419
    • Vandamme, J.P.1    Meskens, N.2    Superby, J.F.3
  • 16
    • 0003585297 scopus 로고    scopus 로고
    • 2nd edition, The Morgan Kaufmann Series in Data Management Systems, Jim Gray, Series Editor
    • J. Han and M. Kamber, "Data Mining: Concepts and Techniques, " 2nd edition, The Morgan Kaufmann Series in Data Management Systems, Jim Gray, Series Editor, 2006.
    • (2006) Data Mining: Concepts and Techniques
    • Han, J.1    Kamber, M.2
  • 17
    • 71549141667 scopus 로고    scopus 로고
    • Academic analytics: A new tool for a new era
    • J. P.Campbell, P. B. DeBlois, and D. G. Oblinger, "Academic analytics: A new tool for a new era, " Educause Review, vol. 42, No. 4, 2007, pp. 40-52.
    • (2007) Educause Review , vol.42 , Issue.4 , pp. 40-52
    • Campbell, J.P.1    Deblois, P.B.2    Oblinger, D.G.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.