This knowledge tracing dataset contains learning interaction data from 186 university students studying software engineering concepts over a 12-week period. The data was collected through weekly quizz

Figshare2025-06-11 更新110

impact of generative AI on PLEs

生成式AI教育应用

个性化学习

how undergraduates understand the effects, usage and challenges of generative AI in personalized learning environment.

Figshare2024-05-15 更新50

知识点掌握度精准评估场景

知识追踪

学习评估模型

本数据集基于教育测量学理论与深度知识追踪算法构建。建立覆盖知识点难度、区分度、错误类型、遗忘规律的多维度评估指标体系，通过时序数据建模、错误原因聚类、知识点关联分析，量化学生对每个知识点的掌握程度（0-100 分）。采用深度知识追踪（DKT）算法预测知识点掌握趋势，结合遗忘曲线模型生成最优复习间隔，运用归因分析算法定位知识薄弱根源。所有算法均依据国家课程标准设计，评估结果可解释、可验证，符合教学评

贵州省数据知识产权登记平台2026-06-05 更新180

Additional file 2 of Intelligent educational technologies in individual learning: a systematic literature review

教育技术

个性化学习

Additional file2.

DataCite Commons2025-01-03 更新70