IInntteerrnnaattiioonnaall JJoouurrnnaall ooff EEnnggiinneeeerriinngg aanndd AAddvvaanncceedd TTeecchhnnoollooggyy ISSN : 2249 - 8958 Website: www.ijeat.org Volume-8 Issue-3S, FEBRUARY 2019 Published by: Blue Eyes Intelligence Engineering and Sciences Publication anced Tec dv hn A o d lo n g a y g n i r e e n IJEat I E i X n P N L O g O TI t e R A n ING OV INN r E n f a o t i l o a n n a r l u J o www.ijeat.org Exploring Innovation Editor-In-Chief Chair Dr. Shiv Kumar Ph.D. (CSE), M.Tech. (IT, Honors), B.Tech. (IT), Senior Member of IEEE Professor, Department of Computer Science & Engineering, Lakshmi Narain College of Technology Excellence (LNCTE), Bhopal (M.P.), India Associated Editor-In-Chief Chair Dr. Dinesh Varshney Professor, School of Physics, Devi Ahilya University, Indore (M.P.), India Associated Editor-In-Chief Members Dr. Hai Shanker Hota Ph.D. (CSE), MCA, MSc (Mathematics) Professor & Head, Department of CS, Bilaspur University, Bilaspur (C.G.), India Dr. Gamal Abd El-Nasser Ahmed Mohamed Said Ph.D(CSE), MS(CSE), BSc(EE) Department of Computer and Information Technology, Port Training Institute, Arab Academy for Science ,Technology and Maritime Transport, Egypt Dr. Mayank Singh PDF (Purs), Ph.D(CSE), ME(Software Engineering), BE(CSE), SMACM, MIEEE, LMCSI, SMIACSIT Department of Electrical, Electronic and Computer Engineering, School of Engineering, Howard College, University of KwaZulu- Natal, Durban, South Africa. Scientific Editors Prof. (Dr.) Hamid Saremi Vice Chancellor of Islamic Azad University of Iran, Quchan Branch, Quchan-Iran Dr. Moinuddin Sarker Vice President of Research & Development, Head of Science Team, Natural State Research, Inc., 37 Brown House Road (2nd Floor) Stamford, USA. Dr. Shanmugha Priya. Pon Principal, Department of Commerce and Management, St. Joseph College of Management and Finance, Makambako, Tanzania, East Africa, Tanzania Executive Editor Chair Dr. Deepak Garg Professor & Head, Department Of Computer Science And Engineering, Bennett University, Times Group, Greater Noida (UP), India Executive Editor Members Dr. Vahid Nourani Professor, Faculty of Civil Engineering, University of Tabriz, Iran. Dr. Saber Mohamed Abd-Allah Associate Professor, Department of Biochemistry, Shanghai Institute of Biochemistry and Cell Biology, Shanghai, China. Dr. Xiaoguang Yue Associate Professor, Department of Computer and Information, Southwest Forestry University, Kunming (Yunnan), China. Technical Program Committee Chair Dr. Mohd. Nazri Ismail Associate Professor, Department of System and Networking, University of Kuala (UniKL), Kuala Lumpur, Malaysia. Technical Program Committee Members Dr. Haw Su Cheng Faculty of Information Technology, Multimedia University (MMU), Jalan Multimedia (Cyberjaya), Malaysia. Dr. Hasan. A. M Al Dabbas Chairperson, Vice Dean Faculty of Engineering, Department of Mechanical Engineering, Philadelphia University, Amman, Jordan. Dr. Gabil Adilov Professor, Department of Mathematics, Akdeniz University, Konyaaltı/Antalya, Turkey. Dr. Ch.V. Raghavendran Professor, Department of Computer Science & Engineering, Ideal College of Arts and Sciences Kakinada (Andhra Pradesh), India. Manager Chair Mr. Jitendra Kumar Sen Blue Eyes Intelligence Engineering & Sciences Publication, Bhopal (M.P.), India Editorial Chair Dr. Sameh Ghanem Salem Zaghloul Department of Radar, Military Technical College, Cairo Governorate, Egypt. Editorial Members Dr. Uma Shanker Professor, Department of Mathematics, Muzafferpur Institute of Technology, Muzafferpur(Bihar), India Dr. Rama Shanker Professor & Head, Department of Statistics, Eritrea Institute of Technology, Asmara, Eritrea Dr. Vinita Kumar Department of Physics, Dr. D. Ram D A V Public School, Danapur, Patna(Bihar), India Dr. Brijesh Singh Senior Yoga Expert and Head, Department of Yoga, Samutakarsha Academy of Yoga, Music & Holistic Living, Prahladnagar, Ahmedabad (Gujarat), India. Dr. J. Gladson Maria Britto Professor, Department of Computer Science & Engineering, Malla Reddy College of Engineering, Secunderabad (Telangana), India. Dr. Sunil Tekale Professor, Dean Academics, Department of Computer Science & Engineering, Malla Reddy College of Engineering, Secunderabad (Telangana), India. Dr. K. Priya Professor & Head, Department of Commerce, Vivekanandha College of Arts & Sciences for Women (Autonomous, Elayampalayam, Namakkal (Tamil Nadu), India. Dr. Pushpender Sarao Professor, Department of Computer Science & Engineering, Hyderabad Institute of Technology and Management, Hyderabad (Telangana), India. Dr. Nitasha Soni Assistant Professor, Department of Computer Science, Manav Rachna International Institute of Research and Studies, Faridabad (Haryana), India. Dr. Siva Reddy Sheri Associate Professor, Department of Mathematics, School of Technology Hyderabad Campus, GITAM University, Visakhapatnam (Andhra Pradesh), India. Dr. Nihar Ranjan Panda Associate Professor, Department of Electronics and Communication Engineering, Sanketika Vidya Parishad Engineering College, Visakhapatnam (Andhra Pradesh), India. S. Volume-8 Issue 3S, February 2019, ISSN: 2249-8958 (Online) Page No. No Published By: Blue Eyes Intelligence Engineering & Sciences Publication Authors: R. Abiramy, Kumar Narayanan, R. Anandan, C. Swaraj Paul Paper Title: Fraud Detection for Online Retail Using Random Forest Abstract: The evolution of e-commerce has widely risked the electronic transaction over the past few years. This has significantly raised the issue of fake events worldwide with millions of buck deficits. This work aims to give a solution to frauds done through credit cards. Using datamining and machine learning techniques we provide a highly secured transaction to Web payment gateways (e.g. UPI). General Terms: Data Mining, Decision Tree, Random Forest, Bagging, Filtering Techniques. Keywords: Electronic Commerce, Credit Card Fraud, Fraud Detection, Online Banking Electronic. References: 1. Changjun Jiang, Jiahui Song, Guanjun Liu, Member, IEEE, Lutao Zheng, and Wenjing Luan "Credit Card Fraud Detection: A Novel Approach Using Aggregation Strategy and Feedback Mechanism" IEEE Internet of Things Journal, vol., no., March 2018. 2. Lutao Zheng, Guanjun Liu, Chungang Yan, Changjun Jiang. "Transaction Fraud Detection Based on Total Order Relation and Behavior Diversity", IEEE Transactions on Computational Social Systems, 2018. 1. 3. M. U. Sapozhnikova, A. V. Nikonov, A. M. Vulfin, M. M. Gayanova, K. V. Mironov, D. V. Kurennov. "Anti-fraud system on the basis of data mining technologies", 2017. 1-6 4. Alejandro Correa Bahnsen, Djamila Aouada, Aleksandar Stojanovic, Bjorn Ottersten. "Feature engineering strategies for credit card fraud detection", Expert Systems with Applications, 2016. 5. Bolton, R. J. and Hand, D. J. 2002. Statistical fraud detection: A review. Statistical Science 28(3):235-255. 6. David J. Wetson, David J.Hand,M Adams,Whitrow and Piotr Jusczak "Plastic Card Fraud Detection using Peer Group Analysis" Springer, Issue 2008. 7. Aleandro correa bahnsen, AleksandarStojanovic, DjamilaAouada and BjornOttersten" Cost Sensitive Credit Card Fraud Detection using Bayes Minimum Risk". 8. Maguire S. 2002. Identifying Risks During Information System Development: Managing the Process, Information Management & Computer Security, 10(3): 126-134. 9. Duncan M D G. 1995. The Future Threat of Credit Card Crime, RCMP Gazette, 57 (10): 25-26. 10. Evandro Caldeira, Gabriel Brandao, Adriano C. M. Pereira. "Characterizing and preventing chargebacks in next generation web payments services", 2012 Fourth International Conference on Computational Aspects of Social Networks (CASoN), 2012. 11. Breiman. L. Friedman, Isbell. R. & Stone, C. (1984). "Classification and regression trees". Wadsworth International Group. 12. J.A. Hartigan, and M.A. Wong, "Algorithm AS 136: A K-Means Clustering Algorithm," Journal of the Royal Statistical Society, vol. 28, no. 1, pp. 100-108, 1979. 13. Philippe Fournier-Viger blog[online] Posted on 2018-12-03 by P. Fournier-VigerAvailablehttp://www.data-mining.philippe-fournier viger.com/datamining Decision trees for classification [online]. Availablehttps://www.lucidchart.com/decision 14. Web service-based communication [online] Availablehttps://www.java4s.com/web-services Authors: A. Afiya, Shaik Javed Parvez, Dr.S. Arun Paper Title: Effective Mining of Unstructured Twitter Data for Detecting User Persecution Abstract: With the increase in social media platform there has been heave in user spawn data. These data has generated in remarkable amount on daily basis through all micro blogging sites and most of the data are unstructured. Social media platform like Twitter has become a major platform for people to share their daily thoughts, opinions, suggestions and also pave a way for abusing other users verbally. We propose to investigate user oppression detection on twitter. In the paper we propose data mining techniques for mining unstructured twitter data and apply deep learning concept on tweets. We also present a case revise to exemplify the effectives of proposed system. In this paper we have tried to point the opportunities of future work by providing a expansive perspective on open forum for data mining. Keywords: Data Mining, Classification Algorithm, Unstructured Data, Deep Learning. References: 1. T.K.Das , P.Mohan Kumar, "BIG Data Analytics: A Framework for Unstructured Data Analysis" International Journal of Engineering and 2. Technology (IJET) Feb 2013 2. Qingtang Liu, Si Zhang, Qiyun Wang, and Wenli Chen. "Mining Online Discussion Data for Understanding