Title :
ID3 Decision Tree in Fraud Detection Application
Author :
Zou, Kaiqi ; Sun, Wenming ; Yu, Hongzhi ; Liu, Fengxin
Author_Institution :
Coll. of Inf. Eng., Dalian Univ., Dalian, China
Abstract :
In this paper, data mining technology is applied to fraud detection, established the fraud detection model, described the process of creating the fraud detection model, then established data model with ID3 decision tree, and established example of fraud detection model by using this model. At last, pointed out the application fields of fraud detection model.
Keywords :
data mining; decision trees; fraud; law; ID3 decision tree; data mining technology; fraud detection application; Classification algorithms; Computational modeling; Data mining; Data models; Decision trees; Educational institutions; ID3 decision tree; data mining; fraud detection;
Conference_Titel :
Computer Science and Electronics Engineering (ICCSEE), 2012 International Conference on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-4673-0689-8
DOI :
10.1109/ICCSEE.2012.241
