Friday 29th of March 2024
 

Credit Card Fraud Detection using Decision Tree for Tracing Email and IP


R.Dhanapal and Gayathiri.P

Credit card fraud is a wide-ranging term for theft and fraud committed using a credit card or any similar payment mechanism as a fraudulent source of funds in a transaction. The purpose may be to obtain goods without paying, or to obtain unauthorized funds from an account. Transactions completed with credit cards seem to become more and more popular with the introduction of online shopping and banking. Correspondingly, the number of credit card frauds has also increased .Currently; data mining is a popular way to combat frauds because of its effectiveness. Data mining is a well-defined procedure that takes data as input and produces output in the forms of models or patterns. In other words, the task of data mining is to analyze a massive amount of data and to extract some usable information that we can interpret for future uses. Frauds has also increased .Currently, data mining is a popular way to combat frauds because of its effectiveness. Data mining is a well-defined procedure that takes data as input and produces output in the forms of models or patterns. In other words, the task of data mining is to analyze a massive amount of data and to extract some usable information that we can interpret for future uses.

Keywords: DecisionTree,Entropy,Gini,Hunts Algorithm, Online Frauds, Tracing Email, Tracing IP.

Download Full-Text


ABOUT THE AUTHORS

R.Dhanapal
Dr.R.Dhanapal obtained his PhD in Computer Science from Bharathidasan University, Tamil Nadu, India. He is currently Professor & Head, Research Department of Computer Applications, SRM Easwari Engineering College, Affiliated to Anna University Chennai, Tamil Nadu, India. He has 25 years of teaching, research and administrative experience his includes 21 years of Government Service. Besides being Professor, he is also a prolific writer, having authored twenty one books on various topics in Computer Science. His books have been prescribed as text books in Bharathidasan University and Autonomous Colleges affiliated to Bharathidasan University. He has served as Chairman of Board of Studies in Computer Science of Bharathidasan University, member of Board of Studies in Computer Science of several universities and autonomous colleges. Member of standing committee of Artificial Intelligence and Expert Systems of IASTED, Canada and Senior Member of International Association of Computer Science and Information Technology (IACSIT), Singapore and Member of International Association of Engineers, Hongkong. He has Visited USA, Japan, Malaysia, and Singapore for presenting papers in the International conferences And to demonstrate the software developed by him. He is the recipient of the prestigious ‘Life-time Achievement’ And ‘Excellence’ Awards instituted by Government of India. He served as Principal Investigator for UGC and AICTE, New Delhi funded innovative, major and minor research projects worth of 1.7 crore especially in the area of Intelligent Systems, Data Mining and Soft Computing. He is the recognized supervisor for research programmes in Computer Science leading to Ph.D. and MS by research in several universities including Anna University Chennai, Bharathiar University Coimbatore, Manonmaniam Sundaranar University Tirunelveli, Periyar University Salem, Mother Teresa University Kodaikanal and many Deemed Universities. He has got 63 papers on his Credit in international and national journals. He has been serving as Editor In Chief for the International Journal of Research and Reviews in Artificial Intelligence (IJRRAI) United Kingdom and serving as reviewer and member of editorial in edited peer reviewed national and international Journals including Elsevier Journals.

Gayathiri.P
P.Gayathiri is Research Scholar in Manon Maniam Sundaranar University .She Received her MSc Degree in Kanchi Sri Krishna College and did her MPhil from Bharathidasan University. She is working in Kanchi Sri Krishna College as Assistant Professor. She has Published 4 International and National Conferences. Her Areas of Interest Data Mining and Mat lab.


IJCSI Published Papers Indexed By:

 

 

 

 
+++
About IJCSI

IJCSI is a refereed open access international journal for scientific papers dealing in all areas of computer science research...

Learn more »
Join Us
FAQs

Read the most frequently asked questions about IJCSI.

Frequently Asked Questions (FAQs) »
Get in touch

Phone: +230 911 5482
Email: info@ijcsi.org

More contact details »