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Fuzzy dialog analysis in reciprocal learning

机译:互惠学习中的模糊对话分析

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The dialog behavior between two learning companions in RTS (Reciprocal Tutoring System) is analyzed through fuzzy set theory. RTS is a collaborative learning system with two learning companions playing two roles: tutor and tutee. By communication, these two learners share their ideas and solve programming exercises cooperatively. Each linguistic sentence of their talks belongs to a fuzzy set that indicates different kinds of dialog style. Through processing the experimental data, the fuzzy dialog vectors of different styles can be calculated and all the fuzzy transition relations can also be estimated to find out all kinds of dialog path. As results, students use different dialog styles to express their intention, instead of just using one dialog mode and tutee likes to ask tutor "Why" to make tutor find some correct key point. All these results can also be useful in studying student model and implementing a good virtual learning companion.
机译:通过模糊集理论分析RTS中的两个学习伴侣(互惠辅导系统)之间的对话行为。 RTS是一个协作学习系统,具有两个学习同伴,演奏两个角色:导师和TUTEE。通过沟通,这两位学习者分享他们的想法并解决方案练习。他们的谈判的每个语言句子都属于一个模糊集,指示不同类型的对话方式。通过处理实验数据,可以计算不同风格的模糊对话框向量,也可以估计所有模糊过渡关系,以找出各种对话路径。作为结果,学生使用不同的对话框来表达他们的意图,而不是使用一个对话模式,而不是使用一个对话模式,并喜欢询问导师“为什么”使导师找到一些正确的关键点。所有这些结果也可用于研究学生模型并实施一个良好的虚拟学习伴侣。

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