CogTutorBugs
收藏arXiv2025-09-30 收录
下载链接:
https://github.com/umass-ml4ed/CogTutorBugs
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资源简介:
该数据集记录了学生在代数I课程中针对问题的一步一步的回应日志,这些日志是在学生与名为认知导师的智能教学系统互动时记录的。该数据集包含了5,744个步骤,其中检测到了学生错误。此外,数据集还包括了一组92条预定义的反馈信息规则,并为错误步骤设置了19个独特的标签。在规模上,数据集包含了130,823次互动、9,590个回应以及95名独特学生。该数据集的任务是对代数中的错误进行分类。
This dataset captures step-by-step response logs from students solving problems in Algebra I courses, collected during their interactions with an intelligent tutoring system named Cognitive Tutor. It contains 5,744 steps where student errors were detected. Additionally, the dataset includes a set of 92 predefined feedback rules, along with 19 unique labels assigned to erroneous steps. In terms of scale, the dataset encompasses 130,823 interactions, 9,590 responses, and 95 unique students. The task associated with this dataset is to classify errors in algebraic problem-solving.
提供机构:
PSLC Datashop



