MATHia X: The Next Generation Cognitive Tutor

MATHia X: The Next Generation Cognitive Tutor
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MATHia X:下一代认知导师

DOI:
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发表时间:
2016
期刊:
Educational Data Mining
影响因子:
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通讯作者:
Stephen E. Fancsali
Stephen E. Fancsali
中科院分区:
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文献类型:
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作者:
Steven Ritter;Stephen E. Fancsali

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MATHia X是卡内基学习的认知导师(CT)的下一代实现,CT是一种广泛部署的研究型数学课程,为许多教育数据挖掘研究提供了数据。虽然许多研究人员熟悉该系统的基本操作,但有几个特征可能会影响数据的分析和解释,而这些特征鲜为人知。我们描述了MATHia X和CT的特征,以及它在现实世界教室中的实际实施方面,这可能对使用MATHia X和CT数据集的研究人员很重要。
MATHia X is the next generation implementation of Carnegie Learning’s Cognitive Tutor (CT), a widely deployed, research-based mathematics curriculum that has provided data for many educational data mining studies. While many researchers are familiar with the basic operation of the system, there are several features that may affect analysis and interpretation of data that are less well known. We describe features of MATHia X and CT, as well as aspects of its practical implementation in real-world classrooms, that may be important for researchers using MATHia X and CT datasets.