Performance analysis of study material recommendation system to reduce dropout in online learning using optimal behavior prediction cluster and online poll bot

• Published in: Interactive learning environments Vol. 32; no. 9; pp. 5779 - 5800
• Main Authors: Sageengrana, S., Selvakumar, S., Srinivasan, S.
• Format: Journal Article
• Language: English
• Published: Abingdon Routledge 20.10.2024; Taylor & Francis Ltd
• Subjects: Accuracy; Algorithms; CAI; Chi-square test; Classrooms; Clusters; Computer assisted instruction; Course Content; Distance learning; dropout; Dropout Rate; Educational Environment; Electronic Learning; live behavior analysis; Machine learning; online learning; online poll bot; optimal behavior prediction cluster; Psychological Patterns; Recommender systems; Student Surveys; Students; Students behaviors; Teachers; Virtual environments

Students are termed "multitaskers," and it is likely that they easily fall prey to other subjects or topics that most interest them. They occasionally took heed or gave close and thoughtful attention to the lectures they were on. In the current educational system, our young generations rec...