Deep Learning and Collaborative Filtering-Based Methods for Students’ Performance Prediction and Course Recommendation

At the beginning of a new semester, due to the limited understanding of the new courses, it is difficult for students to make predictive choices about the courses of the current semester. In order to help students solve this problem, this paper proposed a hybrid prediction model based on deep learni...

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Veröffentlicht in:	Wireless communications and mobile computing 2021, Vol.2021 (1)
Hauptverfasser:	Liu, Jinyang, Yin, Chuantao, Li, Yuhang, Sun, Honglu, Zhou, Hong
Format:	Artikel
Sprache:	eng
Schlagworte:	Accuracy Algorithms Collaboration Colleges & universities Deep learning Education Filtration Internet of Things Machine learning Neural networks Performance prediction Prediction models Ranking Semantics Students
Online-Zugang:	Volltext
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