Presentation 2011-05-26
Gathering and Utilizing Human Activity Data Globally
Sozo INOUE,
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Abstract(in English) In this paper, we show a large-scale activity gathering system with mobile sensor devices such as smart phones and accelerometers. We gathered over 35,000 activity data points from more than 200 people over approximately 13 months. We describe the design rationale of the system, and analyze the gathered data through statistics, clustering, and application of an existing activity recognition method. Our results show that there is a challenging field for activity recognition in larger-scale activity data.
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Keyword(in English) Human activity sensing / activity recognition / smart phones
Paper # AI2011-6
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Conference Information
Committee AI
Conference Date 2011/5/19(1days)
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Registration To Artificial Intelligence and Knowledge-Based Processing (AI)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Gathering and Utilizing Human Activity Data Globally
Sub Title (in English)
Keyword(1) Human activity sensing
Keyword(2) activity recognition
Keyword(3) smart phones
1st Author's Name Sozo INOUE
1st Author's Affiliation Faculty of Engineering, Kyushu Institute of Technology()
Date 2011-05-26
Paper # AI2011-6
Volume (vol) vol.111
Number (no) 70
Page pp.pp.-
#Pages 5
Date of Issue