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Validating domain ontologies: A methodology exemplified for concept maps

机译:验证领域本体:一种用于概念图的方法

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摘要

Ontologies play an important role as knowledge domain representations in technology-enhanced learning and instruction. Represented in form of concept maps they are commonly used as teaching and learning material and have the potential to enhance positive educational outcomes. To ensure the effective use of an ontology representing a knowledge domain it needs to be validated. In this paper a previously presented validation methodology for concept maps is exemplified. Two different types of concept map validity are distinguished, referring to the correctness of the concept map’s content (content validity) and to the applicability of the concept map for its designated purpose (application validity), like its use in intelligent tutoring. To demonstrate the usefulness of the two validation types and approaches, they are illustrated by an empirical study. The content validity of a concept map on elementary geometry has been investigated by comparing it with empirically collected criterion maps through similarity measures. To demonstrate application validity an approach utilising methods of Knowledge Space Theory for predicting problem-solving behaviour has been applied. The obtained results show appropriate content validity as well as application validity for the given concept map and argue for the practical relevance of the proposed validation framework.
机译:本体在技术增强的学习和指导中作为知识领域的表示形式发挥着重要作用。它们以概念图的形式表示,通常用作教学材料,并有可能增强积极的教育成果。为了确保有效使用代表知识领域的本体,需要对其进行验证。在本文中,以先前介绍的概念图验证方法为例。区分概念图有效性的两种不同类型,分别指概念图内容的正确性(内容有效性)和概念图针对其指定目的的适用性(应用程序有效性),例如其在智能补习中的用途。为了证明这两种验证类型和方法的有用性,通过一项实证研究对其进行了说明。通过将其与基于经验的准则图通过相似性度量进行比较,研究了概念图在基本几何上的内容有效性。为了证明应用程序的有效性,已采用了一种利用知识空间理论的方法预测问题解决行为的方法。获得的结果显示了给定概念图的适当的内容有效性以及应用程序有效性,并证明了所提出的验证框架的实际相关性。

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