Title : ( A heuristic method for curriculum planning based on students’ interest )
Authors: Amir Tavakoli Haghighi , Behshid Behkamal , Behrouz Bolourian Haghighi ,
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Abstract
Nowadays scheduling courses in universities could be a challenge for university authorities due to time interference, students’ preferring and teachers’ and student’s limitations. This paper addresses the inefficient course schedule challenge and proposes a practical heuristic method to overcome it. Discovering students’ favorite courses and courses that are picked together usually could be informative for university authorities. In this paper we try to discover students’ favorite courses, using their educational data and correlation analysis and frequent pattern mining, and then, using this knowledge to help scheduling courses so that all students can have the optimal curriculum.
Keywords
, Educational data mining, Learning analytics, Course scheduling, students’ interest
@inproceedings{paperid:1078725,
author = {Tavakoli Haghighi, Amir and Behkamal, Behshid and Bolourian Haghighi, Behrouz},
title = {A heuristic method for curriculum planning based on students’ interest},
booktitle = {The 6th Iran International Conference on Engineering Education},
year = {2019},
location = {Mashhad, IRAN},
keywords = {Educational data mining; Learning analytics; Course scheduling; students’ interest},
}
%0 Conference Proceedings
%T A heuristic method for curriculum planning based on students’ interest
%A Tavakoli Haghighi, Amir
%A Behkamal, Behshid
%A Bolourian Haghighi, Behrouz
%J The 6th Iran International Conference on Engineering Education
%D 2019
