Presentation | 2017-11-15 [Poster Presentation] Implementation of Recognizing Indoor Activities Using Cloud Service for Machine Learning Kazunari Tamamizu, Seiji Sakakibara, Sachio Saiki, Masahide Nakamura, Kiyoshi Yasuda, |
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PDF Download Page | PDF download Page Link |
Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | Online changing point detection of activities is needed to achieve automatically monitoring service for home elderly. In the previous study, we proposed the system that captures activities of the elderly using speech dialog by Virtual Agent based on environmental changes. Specifically, in this paper, we focus on auto activity recognition using machine learning on the proposed system and implement this subsystem using machine learning service on the cloud. Also, we collect sensor data and activity logs and execute machine learning to evaluate Auto Recognition accuracy. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | elderly carehome caremachine learningactivity recognitioncloud service |
Paper # | IA2017-41 |
Date of Issue | 2017-11-08 (IA) |
Conference Information | |
Committee | IA |
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Conference Date | 2017/11/15(2days) |
Place (in Japanese) | (See Japanese page) |
Place (in English) | KMITL, Bangkok, Thailand |
Topics (in Japanese) | (See Japanese page) |
Topics (in English) | IA2017 - Workshop on Internet Architecture and Applications 2017 |
Chair | Katsuyoshi Iida(Hokkaido Univ.) |
Vice Chair | Rei Atarashi(IIJ) / Hiroyuki Osaki(Kwansei Gakuin Univ.) / Tomoki Yoshihisa(Osaka Univ.) |
Secretary | Rei Atarashi(Tokyo Metropolitan Univ.) / Hiroyuki Osaki(TOYOTA-IT) / Tomoki Yoshihisa |
Assistant | Kenji Ohira(Tokushima Univ.) / Ryohei Banno(NTT) / Toshiki Watanabe(NEC) |
Paper Information | |
Registration To | Technical Committee on Internet Architecture |
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Language | ENG |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | [Poster Presentation] Implementation of Recognizing Indoor Activities Using Cloud Service for Machine Learning |
Sub Title (in English) | |
Keyword(1) | elderly carehome caremachine learningactivity recognitioncloud service |
1st Author's Name | Kazunari Tamamizu |
1st Author's Affiliation | Kobe University(Kobe University) |
2nd Author's Name | Seiji Sakakibara |
2nd Author's Affiliation | Kobe University(Kobe University) |
3rd Author's Name | Sachio Saiki |
3rd Author's Affiliation | Kobe University(Kobe University) |
4th Author's Name | Masahide Nakamura |
4th Author's Affiliation | Kobe University(Kobe University) |
5th Author's Name | Kiyoshi Yasuda |
5th Author's Affiliation | Chiba Rosai Hospital(Chiba Rosai Hospital) |
Date | 2017-11-15 |
Paper # | IA2017-41 |
Volume (vol) | vol.117 |
Number (no) | IA-299 |
Page | pp.pp.49-52(IA), |
#Pages | 4 |
Date of Issue | 2017-11-08 (IA) |