Education, Science, Technology, Innovation and Life
Open Access
Sign In

Research on the application of decision tree algorithm in private universities

Download as PDF

DOI: 10.23977/jaip.2024.070120 | Downloads: 12 | Views: 206

Author(s)

Qing Guan 1

Affiliation(s)

1 Nanchang Normal University of Applied Technology, Nanchang, 330108, China

Corresponding Author

Qing Guan

ABSTRACT

This paper explores the application of decision tree algorithms in the analysis of private university students' online lending behavior. We utilize the decision tree classification algorithm to analyze and predict the risk levels of students' online lending behavior, and employ association rule mining techniques to identify potential risk patterns. Additionally, various data analysis methods are discussed to identify abnormal online lending behavior. The research results indicate that by comprehensively applying these methods, it is possible to effectively identify and prevent online lending risks.

KEYWORDS

Decision Tree Algorithm, Online Lending Behavior, Data Mining, Risk Prediction, Anomaly Detection

CITE THIS PAPER

Qing Guan, Research on the application of decision tree algorithm in private universities. Journal of Artificial Intelligence Practice (2024) Vol. 7: 132-138. DOI: http://dx.doi.org/10.23977/jaip.2024.070120.

REFERENCES

[1] Shi Yansong. Analysis of blind advanced consumption behavior of college students based on "online lending platform" [J]. Chinese market. 2022(35):54-57.
[2] Yang Shan. Research on network learning behavior based on clustering algorithm and decision tree algorithm [J]. Computer knowledge and technology. 2021,17(10):213-216.
[3] Zhou Li. A CSSA model based on the decision tree algorithm [J]. computer simulation. 2021,38(05):264-268.
[4] Zhang Xiaoyun. Design and evaluation of a network intrusion detection system based on a decision tree algorithm [J]. information technology. 2023,47(02):117-122. 
[5] Zhong Yunsheng. Research on the optimization method of situational awareness for network information security based on decision tree algorithm [J]. Information and computer (theoretical version). 2023,35(06):239-241.
[6] Song Lili. Intelligent evaluation algorithm for power supply reliability of real civil buildings based on decision tree [J]. total utilization of PCA. 2023,37(06):128-133.

Downloads: 8011
Visits: 210810

Sponsors, Associates, and Links


All published work is licensed under a Creative Commons Attribution 4.0 International License.

Copyright © 2016 - 2031 Clausius Scientific Press Inc. All Rights Reserved.