| Presentation | 2002/5/10 Common Sequence Analysis of Web Logs Junji UNEDA, Haruo YOKOTA, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The usability of a web site has to be dramatically changed by a configuration of the web site. We can expect a desirable web site configuration with the knowledge of user access patterns by analyzing web access logs of the web site. The knowledge of high frequent common access sequence patterns will also be useful for the placement strategy of advertisement, and so on. In this paper, we propose to derive frequent access sequence patterns by applying the Longest Common Subsequence (LCS) algorithm to access routes, transition of URLs accessed by a user in a session with in the web logs. We also propose a preprocess of the web logs using the web configuration with session ID to apply the proposed method. We then show the effect on the application of the LCS by an experimentation using access logs of an actual web site. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Web / Data mining / access log analysis / Longest Common Subsequence / extract access seuquence |
| Paper # | DE2002-2 |
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| Conference Information | |
| Committee | DE |
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| Conference Date | 2002/5/10(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
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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) | Common Sequence Analysis of Web Logs |
| Sub Title (in English) | |
| Keyword(1) | Web |
| Keyword(2) | Data mining |
| Keyword(3) | access log analysis |
| Keyword(4) | Longest Common Subsequence |
| Keyword(5) | extract access seuquence |
| 1st Author's Name | Junji UNEDA |
| 1st Author's Affiliation | Dept. of Electrical and Electronic Engineering, Tokyo Institute of Technology() |
| 2nd Author's Name | Haruo YOKOTA |
| 2nd Author's Affiliation | Global Scientific Information & Computing Center, Tokyo Institute of Technology |
| Date | 2002/5/10 |
| Paper # | DE2002-2 |
| Volume (vol) | vol.102 |
| Number (no) | 64 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |