Search
 
loader loading subjects...
cover
A New Student Behavior Analysis Method Based on K-Means Algorithm and Consumption Data of Campus Smart Card
Jinglong Zuo, Marifel Grace C. Kummer
117 - 125
10.3233/FAIA220376
Research Article
Frontiers in Artificial Intelligence and Applications
Volume 358: Fuzzy Systems and Data Mining VIII
Abstract

In order to provide decision support for students’ education management, a new student behavior analysis method based on the K-means algorithm and consumption data of campus smart card is proposed in this paper. An optimized Apriori algorithm is used to analyze the relationship between consumption behavior and academic performance. This method effectively provides management decision support for student managers, and improves management efficiency. This should improve the process of intelligent management.

Download
Creative Commons License