| Presentation | 2015-03-03 Study on Application Usage Monitoring for User Life Pattern Analysis Yuki SHITARA, Tatsuya YAMAZAKI, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Smart phones and PC tablets have become popular as a mobile device, because they are light and equipped with long-life batteries. Usage of the mobile device is closely linked to user's life pattern, therefore service requirements that the mobile device provides are different from each user. Moreover, since the mobile device manages various types of information about the user, it has a role of the user's "concierge" or "secretary". In this study, we aim to analyze user's life pattern in his/her mobile device focused on application usage installed in the mobile device. This token it is expected to offer the context-aware services that adapt to user's life pattern. Firstly, an application is developed to monitor the applications usage for Android OS. Then a real-life experiment is conducted to measure the applications usage for 18 days. Lastly, these monitoring data are categorized into two classes "daily usage" and "non-daily usage" and a method is proposed to predict the next day usage using the available "daily usage" data. The prediction error diminishes compared with the prediction without the categorization and it may be possible to provide real-time adaptive context-aware services based on the proposed method. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Life Pattern / Mobile Device / Usage Monitoring / Context-Aware Service |
| Paper # | CQ2014-117 |
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| Committee | CQ |
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| Conference Date | 2015/2/24(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Communication Quality (CQ) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Study on Application Usage Monitoring for User Life Pattern Analysis |
| Sub Title (in English) | |
| Keyword(1) | Life Pattern |
| Keyword(2) | Mobile Device |
| Keyword(3) | Usage Monitoring |
| Keyword(4) | Context-Aware Service |
| 1st Author's Name | Yuki SHITARA |
| 1st Author's Affiliation | Department of Information Engineering, Faculty of Engineering, Niigata University() |
| 2nd Author's Name | Tatsuya YAMAZAKI |
| 2nd Author's Affiliation | Graduate School of Science and Technology, Niigata University |
| Date | 2015-03-03 |
| Paper # | CQ2014-117 |
| Volume (vol) | vol.114 |
| Number (no) | 488 |
| Page | pp.pp.- |
| #Pages | 6 |
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