课程安排和学生推荐系统

Suleyman Uslu, C. Ozturan, Mehmet Fatih Uslu
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引用次数: 3

摘要

每个学期,大学生都需要决定他们的课程项目,随着课程数量的增加,制定学期课程计划成为一项挑战。此外,学生可能很难找到符合他们时间表和课程偏好的课程。为了解决这些问题,我们建立了Mecanin,一个为Boğaziçi大学生提供最佳时间表和课程推荐工具的在线平台。在本文中,我们提出了一个整数规划模型来优化课程计划,并提出了一个推荐算法来向学生推荐课程。对两种算法进行了测试和比较,并给出了结果。
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Course scheduler and recommendation system for students
Every semester, university students need to decide their course programs, and as the number of course offerings increase, it becomes challenge to form a schedule for the semester courses to be taken. In addition, students might have difficulty in finding courses that can match their schedules and course preferences. In order to address these problems, we build Mecanin, an online platform for Boğaziçi University students that provides an optimum schedule and course recommendation tools. In this paper, we propose an integer programming model to optimize course programs and also a recommendation algorithm to suggest courses to students. Both algorithms are tested and compared, and the results are presented.
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