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Volumn , Issue , 2012, Pages 158-161

Student success system: Risk analytics and data visualization using ensembles of predictive models

Author keywords

data fusion; data visualization; learner success; predictive analytics; predictor ensembles

Indexed keywords

ANALYTICAL SYSTEMS; CASE MANAGEMENT; CASE-BASED APPROACH; DESIGN CRITERION; EARLY WARNING SYSTEM; ENSEMBLE METHODS; LEARNER SUCCESS; NOVEL DESIGN; PRACTICAL IMPLEMENTATION; PREDICTIVE ANALYTICS; PREDICTIVE MODELING; PREDICTIVE MODELS; PREDICTOR ENSEMBLES; RESEARCH CHALLENGES; RISK EARLY WARNING; SEMANTIC UNITS; STUDENT SUCCESS; UNDERLYING MECHANISM;

EID: 84864686026     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2330601.2330641     Document Type: Conference Paper
Times cited : (63)

References (6)
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    • Campbell, J.P.1    DeBlois, P.B.2    Oblinger, D.G.3
  • 2
    • 84864663634 scopus 로고    scopus 로고
    • Towards Ubiquitous Learning
    • 6th European Conference on Technology Enhanced Learning, EC-TEL 2011, volume Palermo, Italy, September Springer
    • Carlos Delgado Kloos, Denis Gillet, Raquel M. Crespo Garcia, Fridolin Wild, and Martin Wolpers, editors. Towards Ubiquitous Learning. 6th European Conference on Technology Enhanced Learning, EC-TEL 2011, volume LNCS:6964, Palermo, Italy, September 2011. Springer.
    • (2011) LNCS , pp. 6964
    • Kloos, C.D.1    Gillet, D.2    Crespo Garcia, R.M.3    Wild, F.4    Wolpers, M.5
  • 3
    • 71549171729 scopus 로고    scopus 로고
    • Mining lms data to develop an "early warning system" for educators: A proof of concept
    • Leah P. Macfadyen and Shane Dawson. Mining lms data to develop an "early warning system" for educators: A proof of concept. Computers & Education, 54:588{599, 2010.
    • (2010) Computers & Education , vol.54 , pp. 588-599
    • Macfadyen, L.P.1    Dawson, S.2
  • 4
    • 35348915328 scopus 로고    scopus 로고
    • Classifier ensembles: Select real-world applications
    • January
    • Nikunj C. Oza and Kagan Tumer. Classifier ensembles: Select real-world applications. Information Fusion, v.9 n.1:4{20, January 2008.
    • (2008) Information Fusion , vol.9 , Issue.1 , pp. 4-20
    • Oza, N.C.1    Tumer, K.2
  • 5
    • 33748611921 scopus 로고    scopus 로고
    • Ensemble based systems in decision making
    • Third Quarter
    • Robi Polikar. Ensemble based systems in decision making. IEEE Circuits and Systems Magazine, Third Quarter:21{45, 2006.
    • (2006) IEEE Circuits and Systems Magazine , pp. 21-45
    • Polikar, R.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.