课程时间表对学习质量的影响:维持一个优化的压力水平,以促进提高理解

S. Razavi, A. Akgunduz, Yong Zeng
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摘要

本文旨在通过提出一种新的课程排课方法,优化学生在学习过程中的心理压力,从而提高学生的学习成绩。这种新方法是基于两个假设来阐述课程时间表和学习体验之间的联系:1)当学生受到适度的压力时,学生的学习成绩会更好;个体的心智能力在一天中根据昼夜节律而变化。学生在学习课程时的心理压力被定义为他们的心理能力和课程所需的工作量的函数。工作负荷的确定采用多标准优先级划分技术——层次分析法。因此,排课问题被表述为一个混合整数线性规划模型,并在一个工程项目上进行测试,以产生一个以学生为中心的排课时间表。这种新方法与传统的课程安排和时间表方法不同,传统的课程安排和时间表方法通常被视为一个约束优化问题,其目标是优化给定的一组标准,如学生和教师的偏好,连续课程之间的步行距离,教室利用率和运营费用。
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Impact of course timetabling on learning quality: sustaining an optimized stress level to stimulate enhanced comprehension
This paper aims to improve students’ learning performance by optimizing their mental stresses in learning through proposing a new course timetabling method. This new method is based on two hypotheses that formulate the link between course timetabling and learning experience: i) a student’s learning performance is superior when the student is subject to moderate stress; ii) an individual’s mental capacity varies during a day according to Circadian Rhythm. The student’s mental stress in taking a course is defined as a function of their mental capacity and the workload required by the course. The workload is determined by utilizing a multi-criteria prioritization technique—Analytic Hierarchy Process. As a result, the timetabling problem is formulated as a mixed-integer linear programming model, which is tested on an engineering program to produce a student-centered timetable for its scheduled courses. This new method differs from traditional course scheduling and timetabling approaches, which are usually tackled as a constrained optimization problem with an objective to optimize a given set of criteria, such as student and faculty preferences, walking distances between consecutive classes, classroom utilization and operating expenses.
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