The week's pick
Reseach Article
Page Ranking Algorithms for Web Mining: A Review
| International Conference on Advancements in Engineering and Technology |
| Foundation of Computer Science USA |
| ICAET2015 - Number 5 |
| August 2015 |
| Authors: Charanjit Singh, . S.k.kautish |
| ef90a3c7-36c7-4c1b-a9a5-d7bc80b7d037 |
Charanjit Singh, . S.k.kautish . Page Ranking Algorithms for Web Mining: A Review. International Conference on Advancements in Engineering and Technology. ICAET2015, 5 (August 2015), 17-21.
Abstract
It is becoming very difficult for the web search engines to provide relevant information to the users with the growth of the WWW One of the Data Mining technique called Web mining is defined to extract the hidden information from the web documents and services. As per the information that is hidden, web mining can be divided into three different types: web content mining, web structure mining and web usage mining. The main application of web mining can be seen in the case of search engines. In order to rank their search results, they are using various page ranking algorithms that are either based on the content of the web pages or on the link structure of WWW. In this paper, a survey of page ranking algorithms based on both content and link structure of the web page and comparison of some important algorithms in context of performance has been carried out.
References
- Kaur,M. , Singh,C. , 2014. Content based and Link based page ranking algorithm: A Survey. International Journal of Advanced and Innovative Research (IJAIR), ISSN: 2278-7844,Vol 3, Issue – 4, pp. 250-255.
- R. Cooley, B. Mobasher and J. Srivastava, 1997. Web Mining: Information and Pattern Discovery on the World Wide Web". In Proceedings of the 9th IEEE International Conference on Tools with Artificial Intelligence, (ICTAI'97).
- Dr. M. H. Dunham, 2002 Data Mining:Introductory and Advanced Topics, Prentice Hall.
- L. Page, S. Brin, R. Motwani, and T. Winograd, 1999. The Pagerank Citation Ranking: Bringing order to the Web. Technical report, Stanford Digital Libraries, SIDL-WP-1999-0120.
- Duhan, N. , Sharma, A. K. , Bhatia, K. K. , 2009. Page Ranking Algorithms: A Survey. Proceedings of the IEEE International Conference on Advance Computing.
- Kleinberg J. , 1998. Authorative Sources in a Hyperlinked Environment". Proceedings of the 23rd annual International ACM SIGIR Conference on Research and Development in Information Retrieval.
- C. Ding, X. He, P. Husbands, H. Zha, and H. Simon, 2001. Link Analysis: Hubs and Authorities on the World. Technical report: 47847.
- Bing Liu. , 2006. Web Data Mining: Exploring Hyperlinks, Contents, and Usage Data (Data-Centric Systems and Applications). Springer-Verlag NewYork, Inc. , Secaucus, NJ, USA.
- Lizorkin, D. , Velikhov, P. , Grinev, M. , Turdakov, D. , 2008 Accuracy estimate and optimization Techniques for Simrank Computation. Published in ACM, Print ISBN No: 978-1-60558-305-1, on 24-30 Aug 2008, pp. 422-433.
- Li, C. , Han, J. , He, G. , Jin, X. , Sun, Y. , Yu, Y. , Wu, T. , 2010. Fast Computation of SimRank for Static and Dynamic Information Networks. Published in ACM, Print ISBN No: 978-1-60558-9045-9, on 22-26 March 2010.
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