Research Article

A Semantic Web Search Personalization using Ontology

by  C.I. Arthi, Kajal Jewani, Pooja Nagdev, Varkha Jewani
journal cover
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 124 - Issue 5
Published: August 2015
Authors: C.I. Arthi, Kajal Jewani, Pooja Nagdev, Varkha Jewani
10.5120/ijca2015905477
PDF

C.I. Arthi, Kajal Jewani, Pooja Nagdev, Varkha Jewani . A Semantic Web Search Personalization using Ontology. International Journal of Computer Applications. 124, 5 (August 2015), 20-23. DOI=10.5120/ijca2015905477

                        @article{ 10.5120/ijca2015905477,
                        author  = { C.I. Arthi,Kajal Jewani,Pooja Nagdev,Varkha Jewani },
                        title   = { A Semantic Web Search Personalization using Ontology },
                        journal = { International Journal of Computer Applications },
                        year    = { 2015 },
                        volume  = { 124 },
                        number  = { 5 },
                        pages   = { 20-23 },
                        doi     = { 10.5120/ijca2015905477 },
                        publisher = { Foundation of Computer Science (FCS), NY, USA }
                        }
                        %0 Journal Article
                        %D 2015
                        %A C.I. Arthi
                        %A Kajal Jewani
                        %A Pooja Nagdev
                        %A Varkha Jewani
                        %T A Semantic Web Search Personalization using Ontology%T 
                        %J International Journal of Computer Applications
                        %V 124
                        %N 5
                        %P 20-23
                        %R 10.5120/ijca2015905477
                        %I Foundation of Computer Science (FCS), NY, USA
Abstract

Web is the effective source of information gallery where it’s retrieval is hampered by misunderstanding of user’s query and user diversity. Hence we support shifting to the Semantic Web that in turn provides best search results and browsing facilities by providing machine readability of information on web taking advantage of ontologies. In order to obtain the better than best results, we have combined the results of personalized log based web search results and the results of semantic web and reranked those combined results. So that the user could get more relevant results than normal search engine. The merge of these techniques together could enhances search results when compared to normal web search methods.

References
  • C. Silverstein, H. Marais, M. Henzinger, and M. Moricz, “Analysis of a Very Large Web Search Engine Query Log,” ACM SIGIR Forum, vol. 33, no. 1, pp. 6-12, 1999.
  • B.J. Jansen, A. Spink, and T. Saracevic, “Real Life, Real Users, and Real Needs: A Study and Analysis of User Queries on the Web,” Information Processing and Management, vol. 36, no. 2, pp. 207-227, 2000.
  • J. Trajkova and S. Gauch, “Improving Ontology-Based User Profiles,” Proc. Recherche d’Information Assiste´e par Ordinateur (RIAO ’04), pp. 380-389, 2004.
  • M. Speretta and S. Gauch, “Personalized Search Based on User Search Histories,” Proc. IEEE/WIC/ACM Int’l Conf. Web Intelligence (WI ’05), pp. 622-628, 2005.
  • L. Page, S. Brin, R. Motwani, and T. Winograd, “The PageRank Citation Ranking: Bringing Order to the Web,” technical report, Computer Science Dept., Stanford Univ., 1998.
  • J. Pitkow, H. Schutze, T. Cass, R. Cooley, D. Turnbull, A. Edmonds, E. Adar, and T. Breuel, “Personalized Search,” Comm. ACM, vol. 45, no. 9, pp. 50-55, 2002.
  • J. Teevan, S.T. Dumais, and E. Horvitz, “Beyond the Commons: Investigating the Value of Personalizing Web Search,” Proc. Workshop New Technologies for Personalized Information Access (PIA), 2005.
  • A. Pretschner and S. Gauch, “Ontology Based Personalized Search,” Proc. 11th IEEE Int’l Conf. Tools with Artificial Intelligence (ICTAI ’99), pp. 391-398, 1999.
  • A. Broder, “A Taxonomy of Web Search,” ACM SIGIR Forum, vol. 36, no. 2, pp. 3-10, 2002.
  • U. Lee, Z. Liu, and J. Cho, “Automatic Identification of User Goals in Web Search,” Proc. 14th Int’l World Wide Web Conf. (WWW ’05), pp. 391-400, 2005.
  • J.-T. Sun, H.-J. Zeng, H. Liu, Y. Lu, and Z. Chen, “CubeSVD: A Novel Approach to Personalized Web Search,” Proc. 14th Int’l World Wide Web Conf. (WWW ’05), pp. 382-390, 2005.
  • K. Sugiyama, K. Hatano, and M. Yoshikawa, “Adaptive Web Search Based on User Profile Constructed without Any Effort from Users,” Proc. 13th Int’l World Wide Web Conf. (WWW ’04), pp. 675-684, 2004.
  • J.S. Breese, D. Heckerman, and C. Kadie, “Empirical Analysis of Predictive Algorithms for Collaborative Filtering,” Proc. 14th Conf. Uncertainty in Artificial Intelligence (UAI ’98), pp. 43-52, 1998.
  • J.-R. Wen, Z. Dou, and R. Song, “Personalized Web Search,” Encyclopedia of Database Systems, 2009.
Index Terms
Computer Science
Information Sciences
No index terms available.
Keywords

Semantic Ontology Personalization Web Search Rank.

Powered by PhDFocusTM