Discovering prerequisite relations using large language models

IF 3.7 3区教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH

Interactive Learning Environments Pub Date : 2024-07-29 DOI:10.1080/10494820.2024.2375338

Mehmet Cem Aytekin, Yücel Saygín

引用次数: 0

Abstract

Automatic detection of prerequisite relations between concepts in education has always been a challenging AI task for researchers. Identification of prerequisite relations enables students to study...

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利用大型语言模型发现前提关系

自动检测教育概念之间的前提关系一直是研究人员面临的一项具有挑战性的人工智能任务。先决条件关系的识别使学生能够学习...

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Interactive Learning Environments EDUCATION & EDUCATIONAL RESEARCH-

CiteScore

12.10

自引率

11.10%

发文量

249

期刊介绍： Founded in 1990, Interactive Learning Environments publishes peer-reviewed articles on all aspects of the design and use of interactive learning environments in the broadest sense, encompassing environments that support individual learners through to environments that support collaboration amongst groups of learners or co-workers. Relevant domains of application include education and training at all levels, life-long learning and knowledge sharing. Relevant topics for articles include: adaptive systems, learning theory, pedagogy and learning design, the electronically-enhanced classroom, computer mediated communications of all kinds, computer aided assessment, the design and use of virtual learning environments and learning management systems.

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