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Volumn 59, Issue 2, 2015, Pages 75-80

The skinny on big data in education: Learning analytics simplified

Author keywords

big data; learning analytics; trends in education

Indexed keywords


EID: 84925867873     PISSN: 87563894     EISSN: None     Source Type: Journal    
DOI: 10.1007/s11528-015-0842-1     Document Type: Article
Times cited : (97)

References (14)
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    • (2012) from
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    • Perspectives on learning analytics: Issues and challenges. Observations from Shane Dawson and Phil Long [Electronic version]
    • Clarke, J., & Nelson, K. (2013). Perspectives on learning analytics: Issues and challenges. Observations from Shane Dawson and Phil Long [Electronic version]. The International Journal of the First Year in Higher Education, 4(1), 1-8.
    • (2013) The International Journal of the First Year in Higher Education , vol.4 , Issue.1 , pp. 1-8
    • Clarke, J.1    Nelson, K.2
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    • Learning analytics: Drivers, developments and challenges [Electronic version]
    • Ferguson, R. (2012). Learning analytics: Drivers, developments and challenges [Electronic version]. International Journal of Technology Enhanced Learning, 4(5/6), 304-317.
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    • Ferguson, R.1
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    • Translating learning into numbers: A generic framework for learning analytics [Electronic version]
    • Greller, W., & Drachsler, H. (2012). Translating learning into numbers: A generic framework for learning analytics [Electronic version]. Educational Technology & Society, 15(3), 42-57.
    • (2012) Educational Technology & Society , vol.15 , Issue.3 , pp. 42-57
    • Greller, W.1    Drachsler, H.2
  • 8
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    • The NMC Horizon Report: 2013 Higher Education Edition. Austin, TX: The New Media Consortium. Retrieved October 2, 2013
    • Johnson, L., Adams, S., Cummins, M., Estrada, V., Freeman, A., & Ludgate, H. (2013). The NMC Horizon Report: 2013 Higher Education Edition. Austin, TX: The New Media Consortium. Retrieved October 2, 2013, from http://www.nmc.org/pdf/2013-horizon-report-HE.pdf
    • (2013) from
    • Johnson, L.1    Adams, S.2    Cummins, M.3    Estrada, V.4    Freeman, A.5    Ludgate, H.6
  • 9
    • 81055138684 scopus 로고    scopus 로고
    • Big data: The next frontier for innovation, competition, and productivity. Retrieved October 2, 2013
    • Manyika, J., Chui, M., Brown, B., Bughin, J., Dobbs, R., Roxburgh, C., & Byers, A. H. (2011). Big data: The next frontier for innovation, competition, and productivity. Retrieved October 2, 2013, from http://www.mckinsey.com/insights/business_technology/big_data_the_next_frontier_for_innovation
    • (2011) from
    • Manyika, J.1    Chui, M.2    Brown, B.3    Bughin, J.4    Dobbs, R.5    Roxburgh, C.6    Byers, A.H.7
  • 11
    • 84864663313 scopus 로고    scopus 로고
    • Siemens, G. (2012, April). Learning analytics: envisioning a research discipline and a domain of practice. In Proceedings of the 2nd International Conference on Learning Analytics and Knowledge (pp. 4-8). ACM. SoLAR, (n.d.). About. Society for learning analytics research. Retrieved October 1, 2013, from
    • Siemens, G. (2012, April). Learning analytics: envisioning a research discipline and a domain of practice. In Proceedings of the 2nd International Conference on Learning Analytics and Knowledge (pp. 4-8). ACM. SoLAR, (n.d.). About. Society for learning analytics research. Retrieved October 1, 2013, from http://www.solaresearch.org/mission/about/
  • 12
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    • Dataset-driven research to support learning and knowledge analytics [Electronic version]
    • Verbert, K., Manouselis, N., Drachsler, H., & Duval, E. (2012). Dataset-driven research to support learning and knowledge analytics [Electronic version]. Educational Technology & Society, 15(3), 133-148.
    • (2012) Educational Technology & Society , vol.15 , Issue.3 , pp. 133-148
    • Verbert, K.1    Manouselis, N.2    Drachsler, H.3    Duval, E.4
  • 13
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    • Data changes everything: Delivering on the promise of learninganalytics in higher education
    • Wagner, E., & Ice, P. (2012). Data changes everything: Delivering on the promise of learninganalytics in higher education. Educause Review, 47(4), 32-36.
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    • Wagner, E.1    Ice, P.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.