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Reseach Article

Recommendation System for Web Mining: A Review

by Purvi Dubey, Pramod S. Nair
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 109 - Number 11
Year of Publication: 2015
Authors: Purvi Dubey, Pramod S. Nair
10.5120/19229-0941

Purvi Dubey, Pramod S. Nair . Recommendation System for Web Mining: A Review. International Journal of Computer Applications. 109, 11 ( January 2015), 1-6. DOI=10.5120/19229-0941

@article{ 10.5120/19229-0941,
author = { Purvi Dubey, Pramod S. Nair },
title = { Recommendation System for Web Mining: A Review },
journal = { International Journal of Computer Applications },
issue_date = { January 2015 },
volume = { 109 },
number = { 11 },
month = { January },
year = { 2015 },
issn = { 0975-8887 },
pages = { 1-6 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume109/number11/19229-0941/ },
doi = { 10.5120/19229-0941 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T22:44:29.143564+05:30
%A Purvi Dubey
%A Pramod S. Nair
%T Recommendation System for Web Mining: A Review
%J International Journal of Computer Applications
%@ 0975-8887
%V 109
%N 11
%P 1-6
%D 2015
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Today the huge amount of information is available online due to the acceptance and understanding of the possibilities of internet. This reason makes the World Wide Web as an important research area. In this paper we review some of the recommendation systems. We discuss by looking at its merits and demerits accordance to the applications.

References
  1. P. Maes. "Agent that reduce work and information overload"Communication of ACM,30-40,1994.
  2. C. Chakrabarti, "Data mining for hyper text: A tutorial survey" ACM MIGKDD Explorations, 1-11, 2000.
  3. C. J rijsbergen, "Information retrieval" buttor-worths, 1979.
  4. R. Baeza-yates and e. Berthjer ribejro-neto "Modern information retrieval" Addison –Wesley Longman publishing company, 1999.
  5. J. Cowie and W. Lehnert, "Information extraction", communication of ACM, 80-91, 1996.
  6. M. T. Pazienza, editor, "Information extraction: A multidisciplinary approach to an emerging information technology", Springer, volume 1299 of lecture notes in computer science information, 1997.
  7. Y. Wilks "Information extraction as a core language technology", Springer, volume 1299, 1-9, 1997.
  8. Vijayshri. Losawar, Dr. Madhuri Joshi, "Data processing in web usage mining", ICAIES, Singapor, July 15-16, 2012.
  9. Quercia, D. ; Lathia, N. ; Calabrese,F. ; Di Lorenzo, G. ; Crowcroft, J. , "Recommendation social events from mobile phone location data ", IEEE 10th conference on, vol. ,no. ,971-976,13-17 Dec,2010.
  10. Qi Liu; Young Ge; Zhongmou Li; Enhong Chen; Hui Xiong, "Personalized Travel Package Recommendation ", IEEE 11th conference on, vol. ,no. ,407-416, 11-14 dec, 2011.
  11. Qingyan Yang; Ju Fan; Jianyong Wang ; Lizhu Zhou; , "Web page Recommendation via collaborating filtering and Topic aware Markov Model", IEEE 10th International conference on, Vol. ,no. ,1145-1150,13-17 Dec. 2010.
  12. Huj ci;fejcai;zhifany ciao "content based filter recommendation algorithm using HMM " IEEE fourth international conference, aug 2012.
  13. Emichlmayer and s. cryzer "Learning user profile from tagging data and leveraging them for personalized information access"workshop on tagging and metadata for social information organization, 237-240. May 2007.
  14. Davood,F. g; fate,;o. "tag based recommendation system for social bookmarking sites " IEEE/ACM international conference, 26 aug 2012.
  15. D. billsus m; pozzani "Learning collaborative filtering information filter " 15th conference on learning, 45-53,1998.
  16. J> breese, D. heclreman and C. ladie "Empherical analysis of algorithm for collaborating filtering" 14th conference on uncertainty in artificial intelligence, 43-52,1998.
  17. Jing wang; jian Yin," Enhancing accuracy of user based collaborative filtering recommendation system in social network " International conference on (ICJEM) 20-21, 2012.
  18. K. srikumar and b. Bhonker "Personalized product selection internet learing" journal of electronic commerce vol;5,nov,216-227,2004.
  19. A bdollan N; yue Xo, "Integrating collaborative filtering and search based technique for personalized online product recommendation " IEEE 11th conference on 11-dec-2011.
  20. Ghazan, M. A, Prugel-Bennett, "A scalable, accurate hybrid recommender system" knowledge discovery and data mining, Third international conference IEEE, 9-10 Jan, 2010.
  21. R. Burke, "Hybrid recommender system : survey and experiments" user modelling and user adapted interaction ACM, vol. 12, no. 4,331-370,2002.
  22. B. Surwar, G. Karypis, T. Konath and J. Reidl, "Item based collaborating filtering recommendation algorithm" in proceedings of the the 1oth international conference on www. ACM, New york, NY, usa, 285-295,2001.
  23. J. S. S. Breese, D. Heckerman, and C. Kadie, "Empirical analysis of predictive algorithms for collaborative filtering," Morgan Kaufmann, 43-52, 1998.
  24. Ullah, F; sarwar, G. ; Suns chong Lee, Yun Kyung Park; Kyenong Deok, Moon; Jin Tac Kim, "Hybrid recommendation system with temporal information" international conference on IEEE, 1-3 feb,2012.
  25. Sanjay Tiwari, Renu Tilwani, "Web mining and pre processing of web usage data" international journal of advanced research in computer science and software engineering, vol. 3, issue 10,629-634, October, 2013.
  26. Aye, T. T. , "Web log cleaning for mining of web usage patterns" computer research and development (ICCRD), 3rd international conference IEEE, vol. 2,490-494, 11-13, march 2011.
  27. Priynaka Patel, Mitixa parmar, "A Review on user session identification through web server log" International journal of computer science and information technology, India, volume 5(1), 146-148, 2014.
  28. V. Chitraa, Dr. Antony selvadoss thanamani, "A novel technique for session identification in web usage mining processing" international journal of computer application, vol. 34, 2011.
  29. V. Chitraa, Dr. Antony selvadoss thanamani, "An efficient path completion technique for web log mining " international conference on computational intelligence and computing research, India, 2010.
  30. Ida mele and franceco bonch "The early adeptor graph and its application to web page recommendation" ACM, pp. 1686,2012.
Index Terms

Computer Science
Information Sciences

Keywords

Information retrieval web information extraction.