| Presentation | 2014-07-24 An investigation of the life-log analysis methods for early detection of Alzheimer-type dementia Akiyo MATSUMOTO, Yasunobu SAKAMOTO, Shigeru MATSUZAWA, Atsushi TAKEDA, Shinsuke TAKAHASHI, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We developed an app for Android tablets and a database server. The purpose is early detection of dementia. Its function is to record the time of wake-up, sleep, going out, and so on. We propose an analysis method for detection of initial symptoms of dementia using life-log data collected in the long-term by our system. We assume that the frequency of forgetting or outliers will increase with the progression of dementia. Therefore, our system judges the difference between the earliest and latest data. In this regard, it pre-compensates data as needed because the rhythm of life changes depending on the day of the week. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | life-log / data mining / anomaly detection / time-series data / Alzheimer-type dementia |
| Paper # | LOIS2014-12 |
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| Conference Information | |
| Committee | LOIS |
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| Conference Date | 2014/7/17(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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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) | An investigation of the life-log analysis methods for early detection of Alzheimer-type dementia |
| Sub Title (in English) | |
| Keyword(1) | life-log |
| Keyword(2) | data mining |
| Keyword(3) | anomaly detection |
| Keyword(4) | time-series data |
| Keyword(5) | Alzheimer-type dementia |
| 1st Author's Name | Akiyo MATSUMOTO |
| 1st Author's Affiliation | Tohoku Gakuin University() |
| 2nd Author's Name | Yasunobu SAKAMOTO |
| 2nd Author's Affiliation | Tohoku Gakuin University |
| 3rd Author's Name | Shigeru MATSUZAWA |
| 3rd Author's Affiliation | Tohoku Gakuin University |
| 4th Author's Name | Atsushi TAKEDA |
| 4th Author's Affiliation | Tohoku Gakuin University |
| 5th Author's Name | Shinsuke TAKAHASHI |
| 5th Author's Affiliation | Tohoku Gakuin University |
| Date | 2014-07-24 |
| Paper # | LOIS2014-12 |
| Volume (vol) | vol.114 |
| Number (no) | 150 |
| Page | pp.pp.- |
| #Pages | 4 |
| Date of Issue | |