Research Article
Application of Data Analysis in Mental Health Education for College Students
203 downloads
@INPROCEEDINGS{10.1007/978-3-030-87900-6_2, author={Ying Liu}, title={Application of Data Analysis in Mental Health Education for College Students}, proceedings={Application of Big Data, Blockchain, and Internet of Things for Education Informatization. First EAI International Conference, BigIoT-EDU 2021, Virtual Event, August 1--3, 2021, Proceedings, Part I}, proceedings_a={BIGIOT-EDU}, year={2021}, month={10}, keywords={Data mining Decision tree ID3 Mental health education}, doi={10.1007/978-3-030-87900-6_2} }- Ying Liu
Year: 2021
Application of Data Analysis in Mental Health Education for College Students
BIGIOT-EDU
Springer
DOI: 10.1007/978-3-030-87900-6_2
Abstract
ID3 algorithm is used to construct decision tree to predict the mental health status of college freshmen, so as to provide decision support for college students’ mental health education. This paper introduces the main content of ID3 algorithm, discusses the data preprocessing, tree building algorithm, using decision tree to predict Freshmen mental health, and the application integration method of decision tree in MIS. The experimental results show that this method has a certain practical value in the construction of preventive mental health education mode for college students.
Copyright © 2021–2025 ICST
