| Presentation | 2011-03-03 PC Usage Pattern Analysis through Active Window Transition Logs at Work Ryohei SAITO, Yuta YAMAKAWA, Tetsuji KUBOYAMA, Hiroshi YASUDA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper proposes a simple method for analysing PC usage logs aiming to identify working patterns and behaviors of employees at work. The logs we analyse are recorded at individual PCs for employees in a company, and include active window transitions, the number of keystrokes, and mouse distance traveled per units of time. Through a simple method based on singular value decomposition (SVD), we show that aggragate PC usage patterns of employees are extracted. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Log Analysis / Pattern Extraction / Data Mining |
| Paper # | LOIS2010-77 |
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| Committee | LOIS |
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| Conference Date | 2011/2/24(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) | PC Usage Pattern Analysis through Active Window Transition Logs at Work |
| Sub Title (in English) | |
| Keyword(1) | Log Analysis |
| Keyword(2) | Pattern Extraction |
| Keyword(3) | Data Mining |
| 1st Author's Name | Ryohei SAITO |
| 1st Author's Affiliation | R&D Division, Humming Heads, Inc.() |
| 2nd Author's Name | Yuta YAMAKAWA |
| 2nd Author's Affiliation | R&D Division, Humming Heads, Inc. |
| 3rd Author's Name | Tetsuji KUBOYAMA |
| 3rd Author's Affiliation | Gakushuin University, Computer Centre |
| 4th Author's Name | Hiroshi YASUDA |
| 4th Author's Affiliation | Tokyo Denki University |
| Date | 2011-03-03 |
| Paper # | LOIS2010-77 |
| Volume (vol) | vol.110 |
| Number (no) | 450 |
| Page | pp.pp.- |
| #Pages | 6 |
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