Author:
Jayaprakash Sandeep M.,Moody Erik W.,Lauría Eitel J.M.,Regan James R.,Baron Joshua D.
Abstract
The Open Academic Analytics Initiative (OAAI) is a collaborative, multi-year grant program aimed at researching issues related to the scaling up of learning analytics technologies and solutions across all of higher education. The paper describes the goals and objectives of the OAAI, depicts the process and challenges of collecting, organizing and mining student data to predict academic risk, and report results on the predictive performance of those models, their portability across pilot programs at partner institutions, and the results of interventions on at-risk students.
Publisher
Society for Learning Analytics Research
Subject
Computer Science Applications,Education
Cited by
206 articles.
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