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Automating Open Educational Resource Assessments: A Machine Learning Generalization Study, Heather Leary, Mimi Recker, Andrew Walker, Philipp Wetzler, Tamara Sumner, James Martin
Automating Open Educational Resource Assessments: A Machine Learning Generalization Study, Heather Leary, Mimi Recker, Andrew Walker, Philipp Wetzler, Tamara Sumner, James Martin
Heather Leary, Ph.D.
Assessing the quality of online educational resources in a cost effective manner is a critical issue for educational digital libraries. This study reports on the approach for extending the Open Educational Resource Assessments (OPERA) algorithm from assessing vetted to peer-produced content. This article reports details of changes to the algorithm, comparisons between human raters and the algorithm, and the extent the algorithm can automate the review process.