基于人工智能的学生学习评价工具

G. Jain, V. Gurupur, Eileen D. Faulkenberry
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引用次数: 9

摘要

在本文中,我们描述了一个被称为基于人工智能的学生学习评估工具(AISLE)的工具。该工具的主要目的是提高人工智能技术在使用概念图评估学生对特定学习主题的理解方面的使用。在这里,我们计算学生开发的概念图中确定的概念的概率分布。通过分析该工具生成的图形的曲线来评估学生对主题的理解。为了实验的目的,我们考虑了学生在数学领域开发的概念图。
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Artificial Intelligence Based Student Learning Evaluation Tool
In this paper we describe a tool coined as Artificial Intelligence Based Student Learning Evaluation Tool (AISLE). The main purpose of this tool is to improve the use of artificial intelligence techniques in evaluating a student's understanding of a particular topic of study using concept maps. Here we calculate the probability distribution of the concepts identified in the concept map developed by the student. The evaluation of a student's understanding of the topic is assessed by analyzing the curve of the graph generated by this tool. For the purpose of experimentation we have taken into consideration concept maps developed by students in the area of mathematics.
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