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Arnold, K. E. & Pistilli, M. D.( 2012). Course Signals at Purdue: Using learning analytics to increase student success. Proceedings of the 2nd International Conference on Learning Analytics & Knowledge. New York: ACM.
de Quincey, E., Stoneham, R.( 2015) Student Engagement: An evaluation of the effectiveness of explicit and implicit Learning Analytics. In Proceedings of ePIC2014, the 12th International ePortfolio and Identity Conference. ADPIOS, Poitiers, France.
Essa, A. and Hanan. A.( 2012) Improving student success using predictive models and data visualisations, Research in Learning Technology, [ S. l.], v. 20, aug. 2012. ISSN 2156-7077.
Macfadyen, L. P. & Dawson, S.( 2010) Mining LMS Data to Develop an‘ Early Warning System’ for Educators: A Proof of Concept, Computers & Education, vol. 54, no. 2, pp. 588 – 599.
MacQueen, J. B.( 1967) Some Methods for classification and Analysis of Multivariate Observations. Proceedings of 5-th Berkeley Symposium on Mathematical Statistics and Probability, Berkeley, University of California Press, 1:281-297
JISC( n. d.) Effective learning analytics Helping further and higher education organisations to analyse and understand their data. [ online ] Available at: < https:// www. jisc. ac. uk / rd / projects / effectivelearning-analytics > [ Accessed 8th July 2016 ]
Johnson, L., Adams Becker, S., Cummins, M., Estrada, V., Freeman, A., and Ludgate, H.( 2013) NMC Horizon Report: 2013 Higher Education Edition, Austin, Texas: TheNew MediaConsortium.
Macfadyen, L. P. & Dawson, S.( 2010) Mining LMS Data to Develop an‘ Early Warning System’ for Educators: A Proof of Concept, Computers & Education, vol. 54, no. 2, pp. 588 – 599.
Park, K. H. & Kerr, P.( 1990) Determinants of Academic Performance: A Multinomial Logit Approach. Journal of Economic Education 21: 101-111.
Perry, K.( 2014) New IT system will identify failing university students. [ online ] Available at: < http:// www. telegraph. co. uk / education / educationnews / 10805717 / New-IT-system-will-identifyfailing-university-students. html > [ Accessed 9th June 2014 ].