评估大脑信号在智能辅导系统中用于内容适应的可用性

A. Zammouri, Sanae Zrigui, A. A. Moussa
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摘要

设计智能辅导系统(ITS)需要合适的评估工具来保证学习者的良好可用性。本文探讨了信息系统的内容适应过程。我们研究和评估了一种基于大脑活动的方法的可用性,以解决ITS中的内容适应问题。该方法旨在持续评估学习者在学习任务中的心理状态。本研究结果对未来设计利用脑信号的智能交通系统内容适应架构具有启发意义。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Evaluating usability of brain signals for content adaptation in intelligent tutoring systems
Designing intelligent tutoring systems (ITS) requires appropriate assessment tools to ensure a good usability by learners. In this work we discuss the process of content adaptation in ITS. We study and assess the usability of a brain-activity-based approach to address the issue of content adaptation in ITS. The approach aims at continuously assessing the learners' mental states during a learning task. Results from this investigation are motivating to design future content adaptation architectures of ITS which take advantage from brain signals.
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