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文章基本信息

  • 标题:A Comprehensive Review of Course Recommender Systems in e-Learning
  • 本地全文:下载
  • 作者:Erum Ashraf
  • 期刊名称:Journal of Educators Online
  • 印刷版ISSN:1547-500X
  • 出版年度:2021
  • 卷号:18
  • 期号:1
  • 页码:1
  • 出版社:Matthew Elbeck
  • 摘要:The amount of information available online for higher education could be overwhelming to students in deciding the appropriate and relevant courses they should take. This issue has led to the need for automated and intelligent adaptive mechanisms to assist students in finding resources that match their individual goals, interests, and current knowledge. Although various course recommendation approaches have been introduced in recent years, they suffer from complexity, efficiency, and trust issues. This paper aims to categorize various course recommendation approaches put forward by researchers in recent years and to review the strengths and limitations of them.
  • 关键词:collaborative filtering (CF); content-based (CB); knowledge-based (KB); course recommendation system (CRS); online learning
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