Open academic analytics initiative

• DOI: 10.1145/2460296.2460325
• Publication Date: 2013-04-09T12:19:32Z
• Authors: Eitel J. M. Lauría; Erik W. Moody; Sandeep M. Jayapr...; Nagamani Jonnalag...; Joshua D. Baron
• Keywords: Software portability; Learning Analytics; Predictive Analytics; Data Analysis

This paper describes the results on research work performed by Open Academic Analytics Initiative, an on-going project aimed at developing early detection system of college students academic risk, using data mining models trained student personal and demographic data, as well course management data. We report initial findings predictive performance those models, their portability across pilot programs in different institutions interventions applied pilots.