智能辅导系统已经忘记了导师:增加了人类导师的认知模型

N. Heffernan
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引用次数: 51

摘要

我提出一个更有效的代数符号化领域的智能辅导系统(ITS)可以通过建立人类导师的认知模型并将该模型纳入ITS来实现。具体来说,我将收集从事辅导的人类的协议,并使用这些协议来构建该领域的苏格拉底对话模型。然后,我将测试具有这种对话能力的ITS是否更有效。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Intelligent tutoring systems have forgotten the tutor: adding a cognitive model of human tutors
I propose that a more effective intelligent tutoring system (ITS) for the domain of algebra symbolization can be made by building a cognitive model of human tutors and incorporating that model into an ITS. Specifically, I will collect protocols of humans engaged in tutoring and use these to build a model of Socratic dialogue for this domain. I will then test whether the ITS is more effective with such dialogue capabilities.
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