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Applying knowledge engineering methods to didactic knowledge : first steps towards an ultimate goal

机译:将知识工程方法应用于教学知识:迈向最终目标的第一步

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摘要

Generally, learning systems suffer from a lack of an explicit and adaptable didactic design. Since E-Learning systems are digital by their very nature, their introduction rises the issue of modeling the didactic design in a way that implies the chance to apply Knowledge Engineering Techniques (like Machine Learning and Data Mining). A modeling approach called storyboarding, is outlined here. Storyboarding is setting the stage to apply Knowledge Engineering Technologies to verify and validate the didactics behind a learning process. Moreover, didactics can be refined according to revealed weaknesses and proven excellence and successful didactic patterns can be inductively inferred by analyzing the particular knowledge processing and its alleged contribution to learning success.
机译:通常,学习系统缺乏明确的,适应性强的教学设计。由于电子学习系统本质上是数字化的,因此其引入引起了对教学设计建模的问题,这暗示着有机会应用知识工程技术(例如机器学习和数据挖掘)。这里概述了一种称为情节提要的建模方法。情节提要为应用知识工程技术来验证和验证学习过程背后的教学方法奠定了基础。此外,可以根据发现的弱点和已证明的卓越来完善教学方法,并且可以通过分析特定的知识处理及其据称对学习成功的贡献来归纳出成功的教学模式。

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