| Presentation | 2006-11-10 Sequential Pattern Mining for Web Access Logs : Analysis of page-staying time sequences Osamu YOSHIDA, Koji IWANUMA, Hidetomo NABESHIMA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In analyzing WEB site structures, both of access patterns and page-staying times of users are very important factors. These two factors, however, are usually considered in a separate way in the analysis for WEB sites. It is clear to be very useful and productive of considering access patterns together with page-staying times in an integrated manner. Ordinary sequential data mining methods can extract access patterns form WEB logs, but can not find out page-staying time sequences. In this paper, we give a new fast data mining method, which can extract sequential patterns with time periods of each event occurring the pattern. We applied this new method for analyzing WEB access logs, and confirmed that this method can successfully find out some important patterns which helps us to rebuild the WEB site in a more user-friendly design. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Data Mining / Access Log / Sequential Pattern Mining / Time Interval / Web |
| Paper # | AI2006-14 |
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| Conference Information | |
| Committee | AI |
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| Conference Date | 2006/11/3(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Artificial Intelligence and Knowledge-Based Processing (AI) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Sequential Pattern Mining for Web Access Logs : Analysis of page-staying time sequences |
| Sub Title (in English) | |
| Keyword(1) | Data Mining |
| Keyword(2) | Access Log |
| Keyword(3) | Sequential Pattern Mining |
| Keyword(4) | Time Interval |
| Keyword(5) | Web |
| 1st Author's Name | Osamu YOSHIDA |
| 1st Author's Affiliation | Interdisciplinary graduate School of Medicine and Engineering, University of Yamanashi() |
| 2nd Author's Name | Koji IWANUMA |
| 2nd Author's Affiliation | Interdisciplinary graduate School of Medicine and Engineering, University of Yamanashi |
| 3rd Author's Name | Hidetomo NABESHIMA |
| 3rd Author's Affiliation | Interdisciplinary graduate School of Medicine and Engineering, University of Yamanashi |
| Date | 2006-11-10 |
| Paper # | AI2006-14 |
| Volume (vol) | vol.106 |
| Number (no) | 340 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |