An Application of Collaborative Filtering in Student Grade Prediction

DOI

説明

This research presents the process of student performance prediction by using the collaborative filtering (CF). The benefit of this research includes assist instructor to identify student performance, personalized advising, and student degree planning. The CF technique composes of similarity calculation and prediction. In our experiments, a prior course clustering with heuristic knowledge is adopted and different techniques of similarity calculation are compared. The performance of each student has been predicted by using existing grades available at that time.

収録刊行物

キーワード

詳細情報 詳細情報について

  • CRID
    1390564238097007488
  • DOI
    10.5954/icarob.2017.gs5-1
  • ISSN
    21887829
  • 本文言語コード
    en
  • データソース種別
    • JaLC
    • Crossref
  • 抄録ライセンスフラグ
    使用不可

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