Educational Process Mining (EPM): A Learning Analytics Data Set Data Set

## Data Set Information: The experiments have been carried out with a group of 115 students of first-year, undergraduate Engineering major of the University of Genoa. We carried out this study over a simulation environment named Deeds (Digital Electronics Education and Design Suite) which is used for e-learning in digital electronics. The environment provides learning materials through specialized browsers for the students, and asks them to solve various problems with different levels of difficulty. For more information about the Deeds simulator used for this course look at: [Web Link] and to know more about the exercises contents of each session see exercises_info.txt . Our data set contains the students time series of activities during six sessions of laboratory sessions of the course of digital electronics. There are 6 folders containing the students’ data per session. Each Session folder contains up to 99 CSV files each dedicated to a specific student log during that ses

本研究在热那亚大学一年级工程专业的115名学生群体中展开。我们采用名为Deeds（数字电子教育与设计套件）的仿真环境进行了这项研究，该环境被用于数字电子学的在线学习。Deeds环境通过专用浏览器为学生提供学习资料，并要求他们解决不同难度的各种问题。关于本课程所使用的Deeds仿真器的详细信息，请参阅[网络链接]，欲了解每节课的练习内容，请参阅exercises_info.txt文件。我们的数据集包含了学生在六个实验室课程会话中的活动时间序列数据。每个会话文件夹包含多达99个CSV文件，每个文件专门记录了该会话中特定学生的操作日志。