Browsing by Subject "Online learning platform"

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    A content engagement score for online learning platforms
    (Association for Computing Machinery, 2018-06-26) Singh, Vivek; Padmanabhan, Balaji; de Vreede, Triparna; de Vreede, Gert-Jan; Andel, Stephanie A.; Spector, Paul E.; Benfield, Steve; Aslami, Ahmad
    Engagement on online learning platforms is essential for user retention, learning, and performance. However, there is a paucity of research addressing latent engagement measurement using user activities. In this work in progress paper, we present a novel engagement score consisting of three sub-dimensions - cognitive engagement, emotional engagement, and behavioral engagement using a comprehensive set of user activities. We plan to evaluate our score on a large scale online learning platform and compare our score with measurements from a user survey-based engagement scale from the literature.