| Paper Abstract and Keywords |
| Presentation |
2007-02-22 16:15
A Note on Improvement of HITS using Clusters based on Link Analysis
Tomoya Takeyoshi, Miki Haseyama (Hokkaido Univ.) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
This paper proposes an effective Web page scoring method based on HITS, which is traditionally used for Web page scoring using a link analysis. Recently, some Web page scoring methods that modify the HITS have been proposed. However, they cannot solve the problem that many Web pages including almost the same links as one page and the pages linked by them have high scores. Therefore, the proposed method previously classifies the target Web pages based on similarity of link structure. Then each cluster tends to contain those controversial pages. Thus, our method introduces weights, that assign lower values to the links of the Web pages included in the same clusters than the others, into the HITS and calculates the scores. Consequently, the proposed method can solve the problem of the traditional schemes, and satisfies search requests of various users enough. The experimental results show the high performance of the proposed scoring method. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Web mining / link analysis / HITS / / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 106, pp. 159-164, Feb. 2007. |
| Paper # |
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| Date of Issue |
2007-02-15 (ITS, IE) |
| ISSN |
Print edition: ISSN 0913-5685 |
| Download PDF |
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| Conference Information |
| Committee |
ITE-ME ITS IE ITE-HI ITE-AIT |
| Conference Date |
2007-02-22 - 2007-02-23 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Hokkaido University |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
Image Processings, Video Media for ITS, etc. |
| Paper Information |
| Registration To |
ITE-ME |
| Conference Code |
2007-02-ITE-ME-ITS-IE-ITE-HI-ITE-CG |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
A Note on Improvement of HITS using Clusters based on Link Analysis |
| Sub Title (in English) |
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| Keyword(1) |
Web mining |
| Keyword(2) |
link analysis |
| Keyword(3) |
HITS |
| Keyword(4) |
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| 1st Author's Name |
Tomoya Takeyoshi |
| 1st Author's Affiliation |
Hokkaido University (Hokkaido Univ.) |
| 2nd Author's Name |
Miki Haseyama |
| 2nd Author's Affiliation |
Hokkaido University (Hokkaido Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2007-02-22 16:15:00 |
| Presentation Time |
25 minutes |
| Registration for |
ITE-ME |
| Paper # |
ITS2006-71, IE2006-256 |
| Volume (vol) |
vol.106 |
| Number (no) |
no.534(ITS), no.536(IE) |
| Page |
pp.159-164 |
| #Pages |
6 |
| Date of Issue |
2007-02-15 (ITS, IE) |
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