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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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
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
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)