Research on the application of decision tree algorithm in private universities
DOI: 10.23977/jaip.2024.070120 | Downloads: 12 | Views: 377
Author(s)
Qing Guan 1
Affiliation(s)
1 Nanchang Normal University of Applied Technology, Nanchang, 330108, China
Corresponding Author
Qing GuanABSTRACT
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 DetectionCITE 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: | 9748 |
---|---|
Visits: | 260614 |
Sponsors, Associates, and Links
-
Power Systems Computation
-
Internet of Things (IoT) and Engineering Applications
-
Computing, Performance and Communication Systems
-
Advances in Computer, Signals and Systems
-
Journal of Network Computing and Applications
-
Journal of Web Systems and Applications
-
Journal of Electrotechnology, Electrical Engineering and Management
-
Journal of Wireless Sensors and Sensor Networks
-
Journal of Image Processing Theory and Applications
-
Mobile Computing and Networking
-
Vehicle Power and Propulsion
-
Frontiers in Computer Vision and Pattern Recognition
-
Knowledge Discovery and Data Mining Letters
-
Big Data Analysis and Cloud Computing
-
Electrical Insulation and Dielectrics
-
Crypto and Information Security
-
Journal of Neural Information Processing
-
Collaborative and Social Computing
-
International Journal of Network and Communication Technology
-
File and Storage Technologies
-
Frontiers in Genetic and Evolutionary Computation
-
Optical Network Design and Modeling
-
Journal of Virtual Reality and Artificial Intelligence
-
Natural Language Processing and Speech Recognition
-
Journal of High-Voltage
-
Programming Languages and Operating Systems
-
Visual Communications and Image Processing
-
Journal of Systems Analysis and Integration
-
Knowledge Representation and Automated Reasoning
-
Review of Information Display Techniques
-
Data and Knowledge Engineering
-
Journal of Database Systems
-
Journal of Cluster and Grid Computing
-
Cloud and Service-Oriented Computing
-
Journal of Networking, Architecture and Storage
-
Journal of Software Engineering and Metrics
-
Visualization Techniques
-
Journal of Parallel and Distributed Processing
-
Journal of Modeling, Analysis and Simulation
-
Journal of Privacy, Trust and Security
-
Journal of Cognitive Informatics and Cognitive Computing
-
Lecture Notes on Wireless Networks and Communications
-
International Journal of Computer and Communications Security
-
Journal of Multimedia Techniques
-
Automation and Machine Learning
-
Computational Linguistics Letters
-
Journal of Computer Architecture and Design
-
Journal of Ubiquitous and Future Networks