| Presentation | 2001/7/12 An Approach to Find Related Communities Based on Bipartite Graphs P.Krishna Reddy, Masaru Kitsuregawa, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper we investigate the problem of extracting related community information from a large collection of Web-pages by performing hyperlink analysis. We consider a group of communities(say related community set)related if they have common interests on some topic. In the proposed approach, we employ dense bipartite graph(DBG)abstraction for two purposes. From the given page collection, we first extract all the communities by mathematically abstracting the community as a DBG over a set of pages. Next, our approach extracts related communities among the communities by abstracting related community set as a DBG over set of communities. We report experimental results on 10 GB TREC(Text REtrieval Conference)data collection that contains 1.7 million pages and 21.5 million links. The results demonstrate that the proposed approach extracts related community structures. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Web mining / Communities / trawling / Link analysis |
| Paper # | DE2001-79 |
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| Committee | DE |
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| Conference Date | 2001/7/12(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Data Engineering (DE) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | An Approach to Find Related Communities Based on Bipartite Graphs |
| Sub Title (in English) | |
| Keyword(1) | Web mining |
| Keyword(2) | Communities |
| Keyword(3) | trawling |
| Keyword(4) | Link analysis |
| 1st Author's Name | P.Krishna Reddy |
| 1st Author's Affiliation | Institute of Industrial Science, The University of Tokyo() |
| 2nd Author's Name | Masaru Kitsuregawa |
| 2nd Author's Affiliation | Institute of Industrial Science, The University of Tokyo |
| Date | 2001/7/12 |
| Paper # | DE2001-79 |
| Volume (vol) | vol.101 |
| Number (no) | 193 |
| Page | pp.pp.- |
| #Pages | 8 |
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