Application of ID3 algorithm in ATM election prediction system

doi:10.3778/j.issn.1002-8331.2010.10.074

Computer Engineering and Applications ›› 2010, Vol. 46 ›› Issue (10): 239-241.DOI: 10.3778/j.issn.1002-8331.2010.10.074

• 工程与应用 • Previous Articles Next Articles

Application of ID3 algorithm in ATM election prediction system

YU Hai-tao，YAO Yao-wen

College of Computer Science and Engineering，South China University of Technology，Guangzhou 510006，China

Received:2008-09-23 Revised:2008-12-15 Online:2010-04-01 Published:2010-04-01
Contact: YU Hai-tao

ID3算法在ATM选点预测系统中的应用

于海涛，姚耀文

华南理工大学计算机科学与工程学院，广州 510006

通讯作者: 于海涛

Abstract

Abstract: ATMs are in widespread use.How to deploy a high utilization rate’s ATM is a problem which worths exploring.Analyzing the area’s characteristics of the ATMs which have been deployed by using the knowledge of data mining and decision tree（ID3 algorithm） can find the area’s features of the high utilization rate and establish the election model which gives financial institution an advice for the deployment of ATM machines.

Key words: Automatic Teller Machine（ATM）, deployment, data mining, decision trees, ID3 algorithm

摘要： ATM的应用日益广泛，如何部署一个利用率高的ATM已成为一个值得探讨的问题。运用数据挖掘知识和决策树ID3算法，可以对已经部署ATM的地区进行分析，从而找出高利用率ATM地区的特征，并建立ATM选点模型，作为金融机构在何处部署高效的ATM的参考。

关键词: 自动柜员机（ATM）, 部署, 数据挖掘, 决策树, ID3 算法

CLC Number:

TP311.131

YU Hai-tao，YAO Yao-wen. Application of ID3 algorithm in ATM election prediction system[J]. Computer Engineering and Applications, 2010, 46(10): 239-241.

于海涛，姚耀文. ID3算法在ATM选点预测系统中的应用 [J]. 计算机工程与应用, 2010, 46(10): 239-241.

[1]	ZONG Xiaoping, TAO Zeze. Knowledge Tracing Model Based on Mastery Speed [J]. Computer Engineering and Applications, 2021, 57(6): 117-123.
[2]	WANG Xiao, TANG Lun, HE Xiaoyu, CHEN Qianbin. Multi-dimensional Resource Optimization of Service Function Chain Based on Deep Reinforcement Learning [J]. Computer Engineering and Applications, 2021, 57(4): 68-76.
[3]	GAO Tianyu, WANG Qingrong, YANG Lei. Data Mining Model Based on Attribute Dependability Enhancement of Rough Set [J]. Computer Engineering and Applications, 2021, 57(3): 87-93.
[4]	MA Yang, ZHAO Xujun. Multi-source Outlier Detection Algorithm Based on Relevant Subspace [J]. Computer Engineering and Applications, 2021, 57(17): 88-95.
[5]	ZHANG Nianpeng, WU Xu, ZHU Qiang. Entropy-Based Oversampling Framework [J]. Computer Engineering and Applications, 2021, 57(13): 96-101.
[6]	ZHANG Bowen, LIU Zhi, SANG Guoming. Anomaly Detection Algorithm Based on Kernel Density Fluctuation [J]. Computer Engineering and Applications, 2021, 57(12): 132-136.
[7]	RAO Jiawang, MA Ronghua. Improved Kernel Density Estimator Based Spatial Point Density Algorithm [J]. Computer Engineering and Applications, 2021, 57(11): 260-265.
[8]	WANG Jie, CHEN Zhigang, LIU Jialing, CHENG Hongbing. Privacy Behavior Mining Technology for Cloud Computing Based on Clustering [J]. Computer Engineering and Applications, 2020, 56(5): 80-84.
[9]	WANG Zilong, LI Jin, SONG Yafei. Improved K-means Algorithm Based on Distance and Weight [J]. Computer Engineering and Applications, 2020, 56(23): 87-94.
[10]	JI Wenlu, WANG Hailong, SU Guibin, LIU Lin. Review of Recommendation Methods Based on Association Rules Algorithm [J]. Computer Engineering and Applications, 2020, 56(22): 33-41.
[11]	YI Junyan, WU Boya, YONG Qiaoling. Research on Clustering Algorithm of Elastic Net with Weighted Characteristics [J]. Computer Engineering and Applications, 2020, 56(22): 55-65.
[12]	LIU Wenfen, MU Xiaodong, HUANG Yuehua. Anomaly Detection Method Based on Multi-resolution Grid [J]. Computer Engineering and Applications, 2020, 56(17): 78-85.
[13]	TU Jingke, LIANG Junbin, JIANG Chan, WANG Tianshu. Research Progress of Mobile Internet of Things Monitoring in Large-Scale Acyclic Directed Pipe Network [J]. Computer Engineering and Applications, 2020, 56(17): 1-11.
[14]	LIU Yanpei, ZHU Qi, ZHAO Jinchao. Survey of Offloading Technology for Computing-Intensive Applications in Edge Environment [J]. Computer Engineering and Applications, 2020, 56(15): 1-14.
[15]	WU Qi, GUO Yu, HUANG Shaohua, GE Yanjiao, ZHANG Rong. Optimization Method of UWB Deployment for Real-Time Positioning in Discrete Manufacturing Workshop [J]. Computer Engineering and Applications, 2019, 55(9): 203-210.

Application of ID3 algorithm in ATM election prediction system

ID3算法在ATM选点预测系统中的应用

PDF

Knowledge

Abstract

Cite this article

share this article

References

Related Articles 15

Recommended Articles

Metrics