Web Structure Mining: Exploring Hyperlinks and Algorithms for Information Retrieval
This paper focus on the Hyperlink analysis, the algorithms used for link analysis, compare those algorithms and the role of hyperlink analysis in Web searching. In the hyperlink analysis, the number of incoming links to a page and the number of outgoing links from that page will be analyzed and the...
| Main Authors: | , |
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| Other Authors: | |
| Format: | Conference Paper |
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CSM, Sarawak
2009
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| Subjects: | |
| Online Access: | http://hdl.handle.net/20.500.11937/19925 |
| _version_ | 1848750167265640448 |
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| author | Ravi, K. Singh, Ashutosh Kumar |
| author2 | CUTSE |
| author_facet | CUTSE Ravi, K. Singh, Ashutosh Kumar |
| author_sort | Ravi, K. |
| building | Curtin Institutional Repository |
| collection | Online Access |
| description | This paper focus on the Hyperlink analysis, the algorithms used for link analysis, compare those algorithms and the role of hyperlink analysis in Web searching. In the hyperlink analysis, the number of incoming links to a page and the number of outgoing links from that page will be analyzed and the reliability of the linking will be analyzed. Authorities and Hubs concept of Web pages will be explored. The different algorithms used for Link analysis like PageRank, HITS (Hyperlink-Induced Topic Search) and other algorithms will be discussed and compared. The formula used by those algorithms will be explored. |
| first_indexed | 2025-11-14T07:32:31Z |
| format | Conference Paper |
| id | curtin-20.500.11937-19925 |
| institution | Curtin University Malaysia |
| institution_category | Local University |
| last_indexed | 2025-11-14T07:32:31Z |
| publishDate | 2009 |
| publisher | CSM, Sarawak |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | curtin-20.500.11937-199252017-10-02T02:26:57Z Web Structure Mining: Exploring Hyperlinks and Algorithms for Information Retrieval Ravi, K. Singh, Ashutosh Kumar CUTSE Web Graph Web Mining Web Content PageRank Information Retrieval Web Structure Weighted PageRank and HITS Hyperlink Analysis This paper focus on the Hyperlink analysis, the algorithms used for link analysis, compare those algorithms and the role of hyperlink analysis in Web searching. In the hyperlink analysis, the number of incoming links to a page and the number of outgoing links from that page will be analyzed and the reliability of the linking will be analyzed. Authorities and Hubs concept of Web pages will be explored. The different algorithms used for Link analysis like PageRank, HITS (Hyperlink-Induced Topic Search) and other algorithms will be discussed and compared. The formula used by those algorithms will be explored. 2009 Conference Paper http://hdl.handle.net/20.500.11937/19925 CSM, Sarawak fulltext |
| spellingShingle | Web Graph Web Mining Web Content PageRank Information Retrieval Web Structure Weighted PageRank and HITS Hyperlink Analysis Ravi, K. Singh, Ashutosh Kumar Web Structure Mining: Exploring Hyperlinks and Algorithms for Information Retrieval |
| title | Web Structure Mining: Exploring Hyperlinks and Algorithms for Information Retrieval |
| title_full | Web Structure Mining: Exploring Hyperlinks and Algorithms for Information Retrieval |
| title_fullStr | Web Structure Mining: Exploring Hyperlinks and Algorithms for Information Retrieval |
| title_full_unstemmed | Web Structure Mining: Exploring Hyperlinks and Algorithms for Information Retrieval |
| title_short | Web Structure Mining: Exploring Hyperlinks and Algorithms for Information Retrieval |
| title_sort | web structure mining: exploring hyperlinks and algorithms for information retrieval |
| topic | Web Graph Web Mining Web Content PageRank Information Retrieval Web Structure Weighted PageRank and HITS Hyperlink Analysis |
| url | http://hdl.handle.net/20.500.11937/19925 |