Personalized Course Sequence Recommendations

Given the variability in student learning, it is becoming increasingly important to tailor courses as well as course sequences to student needs. This paper presents a systematic methodology for offering personalized course sequence recommendations to students. First, a forward-search backward-induct...

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Bibliographic Details
Published in:IEEE transactions on signal processing 2016-10, Vol.64 (20), p.5340-5352
Main Authors: Jie Xu, Tianwei Xing, van der Schaar, Mihaela
Format: Article
Language:English
Subjects:
Adaptive systems
Aerospace engineering
Algorithms
Availability
Complexity theory
contextual bandits
course sequence recommendation
dynamic programming
Education
Electronic mail
Graduates
Heuristic algorithms
Optimization
Personalized
Personalized education
Recommendations
Signal processing algorithms
Students
Transaction processing
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