KnowledgeZoom for Java:一个基于概念的考试学习工具,具有可缩放的开放学生模型

Peter Brusilovsky, Dhruba J. Baishya, R. Hosseini, Julio Guerra, MinEr Liang
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引用次数: 15

摘要

本文介绍了基于Java知识的细粒度概念模型,开发一个面向Java/OOP类的个性化备考工具的尝试。我们的目标是探索两种最流行的基于学生模型的方法:开放学生建模和问题排序。我们的工作成果是一个Java考试准备工具,Knowledge Zoom。该工具结合了一个开放的概念级学生模型组件,知识探索者和一个基于概念的排序组件,知识最大化到一个单一的界面。本文介绍了知识缩放的两个组成部分,报告了其评估结果,并讨论了经验教训。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
KnowledgeZoom for Java: A Concept-Based Exam Study Tool with a Zoomable Open Student Model
This paper presents our attempt to develop a personalized exam preparation tool for Java/OOP classes based on a fine-grained concept model of Java knowledge. Our goal was to explore two most popular student model-based approaches: open student modeling and problem sequencing. The result of our work is a Java exam preparation tool, Knowledge Zoom. The tool combines an open concept-level student model component, Knowledge Explorer and a concept-based sequencing component, Knowledge Maximizer into a single interface. This paper presents both components of Knowledge Zoom, reports results of its evaluation, and discusses lessons learned.
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