| Presentation | 2014-05-15 Working Patterns Extractions by Applying Nonnegative Matrix Factorization to PC Operation Logs Akihiko HIRAYAMA, Sunao HARA, Masanobu ABE, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, we tried to extract working patterns by nonnegative matrix factorization using PC operation logs. Experiments were carried out for three occupations, in terms of daily-basis working patterns, we successfully extracted particular patterns for each occupation and some common working patterns for all occupations. We also presented that the extracted patterns can be easily interpreted as the ways of working. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Life-Log / PC operation logs / Nonnegative Matrix Factorization |
| Paper # | LOIS2014-2 |
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| Conference Information | |
| Committee | LOIS |
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| Conference Date | 2014/5/8(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Life Intelligence and Office Information Systems (LOIS) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Working Patterns Extractions by Applying Nonnegative Matrix Factorization to PC Operation Logs |
| Sub Title (in English) | |
| Keyword(1) | Life-Log |
| Keyword(2) | PC operation logs |
| Keyword(3) | Nonnegative Matrix Factorization |
| 1st Author's Name | Akihiko HIRAYAMA |
| 1st Author's Affiliation | Graduate School of Natural Science and Technology, Okayama University() |
| 2nd Author's Name | Sunao HARA |
| 2nd Author's Affiliation | Graduate School of Natural Science and Technology, Okayama University |
| 3rd Author's Name | Masanobu ABE |
| 3rd Author's Affiliation | Graduate School of Natural Science and Technology, Okayama University |
| Date | 2014-05-15 |
| Paper # | LOIS2014-2 |
| Volume (vol) | vol.114 |
| Number (no) | 32 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |