Assist2012

该数据集是在2012-2013学年中，从八年级学生中收集的，所使用的数学辅导系统为ASSISTments。数据集中，将具有相似知识概念的练习组织成了作业。此外，还筛选出了那些相关知识点缺失的练习互动数据。该数据集的规模基于八年级学生，其任务是预测学生的表现。

This dataset was collected from 8th-grade students during the 2012–2013 academic year, using the ASSISTments math tutoring system. Exercises with similar knowledge concepts are grouped into assignments within this dataset. Furthermore, exercise interaction data that lack corresponding relevant knowledge concepts have been filtered out. This dataset is tailored for 8th-grade students, with the core task being to predict student academic performance.

搜集汇总

背景与挑战

背景概述

Assist2012是2012-2013学年的教育数据集合，记录学生与智能辅导系统的交互行为，并包含情感状态预测指标。数据集特点包括详细的问题解决过程记录和基于深度学习的情感检测功能，适用于教育数据挖掘和学习分析研究。