Study of Decision Tree Classification Algorithms using Matrimonial System

  IJCOT-book-cover
 
International Journal of Computer & Organization Trends  (IJCOT)          
 
© 2015 by IJCOT Journal
Volume - 5 Issue - 2
Year of Publication : 2015
Authors : Pallavi Mude, Prof Rahila Sheikh
  10.14445/22492593/IJCOT-V18P301

MLA

Pallavi Mude, Prof Rahila Sheikh "Study of Decision Tree Classification Algorithms using Matrimonial System", International Journal of Computer & organization Trends (IJCOT), V5(2):1-6 Mar - Apr 2015, ISSN:2249-2593, www.ijcotjournal.org. Published by Seventh Sense Research Group.

Abstract—Marriage information has always been an integral part of the knowledge base in any civilized society. Usually some agencies and other de-institutionalized sources become operative in producing and transferring great variety of matrimonial information. In recent time, online matrimony portals accelerate the opportunities of providing newer matrimony services for sharing matrimonial information more comfortably and selectively, though often criticized in terms of adequacy and authenticity of such information. This paper aims to present the matrimonial information system using web data mining. Design and implementation of matrimonial system is based on web data mining which is the application of data mining technique help us to determine pattern from web. The performance of matrimony system uses the C4.5 with bagging and CART decision tree classification algorithm for classifying the perfect match.

References-

[1] Jiban K Pal , ―Review on matrimonial information systems and services – an Indian perspective‖, International Research Journal of Library, Information and Archival Studies Vol. 1(4) pp. 126-135, November, 2011.
[2] Anju Rathee ―survey on decision tree classification algorithms for the evaluation of the student performance‖ ijct Vol. 4 no. 2
[3] Anuja Priyam, Abhijeet, Rahul Gupta, Anju Rathee, and Saurabh Srivastava, ―Comparative Analysis of Decision Tree Classification Algorithms‖, International Journal of Current Engineering and Technology, ISSN 2277 – 4106, Vol.3, No.2 ,June 2013.
[4] Matthew N. Anyanwu and Sajjan G.shiva ―Comparative analysis of serial decision tree classification algorithms‖, International journal of computer science and security, (IJCSS) Volume 3: Issue (3).
[5] Duan, L., W. N. Street, and E. Xu. Healthcare information systems: data mining methods in the creation of a clinical recommender system. Enterprise Information Systems 5 (2), 169-181, 2011.
[6] Aman Kumar Sharma, Suruchi Sahni, ‖ A Comparative Study of Classification Algorithms for Spam Email Data Analysis‖, International Journal on Computer Science and Engineering, May 2011 ,Vol. 3 No. 5 ,pp 1890-1895.
[7] Nguyen Thai Nghe; Janecek, P.; Haddawy, P., "A comparative analysis of techniques for predicting academic performance‖, Frontiers In Education Conference – Global Engineering: Knowledge Without Borders, Opportunities Without Passports, 2007. FIE '07. 37th Annual , pp.T2G-7,T2G-12, Oct. 2007
[8] S.Wongpun, A. Srivihok, "Comparison of attribute selection techniques and algorithms in classifying bad behaviors of vocational education students", Digital Ecosystems and Technologies,2nd IEEE International Conference on , pp.526,531, Feb. 2008
[9] Shilpa Dharkar, Anand Rajavat ―Performance Analysis of Healthy Diet Recommendation System using Web Data Mining‖, International Journal of Scientific & Engineering Research Volume 3, Issue 5, May- 2012.
[10] T.Miranda Lakshmi , A.Martin , R.Mumtaj Begum, Dr.V.Prasanna Venkatesan, ―An Analysis on Performance of Decision Tree Algorithms using Student‘s Qualitative Data‖, I.J.Modern Education and Computer Science, 2013, 5, 18-27 Published Online June 2013 in MECS.
[11] D.Lavanya Dr. K.Usha Rani ―Performance Evaluation of Decision Tree Classifiers on Medical Datasets‖, International Journal of Computer Applications (0975 – 8887)Volume 26– No.4, July 2011.
[12] Devi Prasad bhukya and S. Ramachandram , ― Decision tree induction- An Approach for data classification using AVL –Tree‖, International journal of computer and electrical engineering, Vol. 2, no. 4, August 2010.
[13] Tarun Verma, Sweety raj,Mohammad Asif khan, Palak modi, ―Literacy Rate Analysis‖, International journal of science & engineering research volume 3, issue 7, ISSN 2229- 5518. 2012.
[14] Sunita B aher, Mr. LOBO L.M.R.J , ―Data mining in educational system using weka tool‖, International conference on emerging technology trends, 2011.
[15] S.Anupama Kumar and Dr. Vijayalakshmi M.N. , ―Efficiency of decision trees in predicting student‟ s academic performance‖, D.C. Wyld, et al. (Eds): CCSEA 2011, CS & IT 02, pp. 335-343, 2011.

Keywords-
Data mining, Matrimonial System, Decision Tree, Web Data Mining, C4.5, CART.