动态故事板中的路径评估方法

Ronald Böck, R. Knauf, Yoshitaka Sakurai, S. Tsuruta
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引用次数: 2

摘要

大学学习是一个灵活而复杂的系统。因此,许多学生不能在规定的时间内完成学业。为了解决这一问题,东京电力大学推出了动态学习需求反思系统(DLNRS)。此外,还引入了一个故事板概念,对构成完整研究对象的机会网络进行建模。DLNRS支持学生安排学期和故事板,以进行长期的职业规划。在这里,我们将介绍通过故事板评估路径成功几率的方法。这些方法基于人工智能技术,如数据挖掘和基于案例的推理。通过对给定路径的学生进行分类,并在必要时计算替代路径或补充路径,学生可以获得成功机会的估计。
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Methods for Path Evaluation in Dynamic Storyboards
A university study is a flexible but complicated system. Therefore, many students are not able to finish their studies in the designated time. To face this problem, Tokyo Denki University introduced a Dynamic Learning Need Reflection System (DLNRS). Also, a storyboarding concept was introduced to model the network of opportunities to compose subjects towards a complete study. DLNRS supports students in scheduling a semester and storyboarding for long term career planning. Here, we introduce methods to estimate success chances for a path through a storyboard. The methods are based on AI technologies such as Data Mining and Case-Based Reasoning. By classifying the studentspsila given path and calculating an alternative one or a supplement, if necessary, the student gets an estimation of success chances.
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