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Paper Abstract and Keywords
Presentation
A Proposal of Classification Method of Audiovisual Contents using Machine Learning and Biometric Information
Kaito Kaneko, Ryosuke Anzai, Masayuki Iwai (Tokyo Denki Univ.)
Abstract (in Japanese) (See Japanese page) 
(in English) In recent years, due to expansion of flat rate distribution service, it became possible to view audiovisual contents not only on television and movie theaters but also portable small portable terminals such as smart phones and tablets. Since these distribution services deal with enormous amounts of content, they have recommendation functions tailored to the user's preferences. However, it is considered that it is possible to recommend from a multilateral viewpoint not only by existing recommendation methods but also by recommendation methods more suitable for individuals. In this paper, we tried to classify the presence or absence of impressions on audiovisual contents by machine learning based on the heart rate data of content users measured by wearable devices which users are expanding in recent years.
Keyword (in Japanese) (See Japanese page) 
(in English) Machine Learning / Wearable Device / / / / / /  
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Conference Information
Committee HCGSYMPO  
Conference Date 2018-12-12 - 2018-12-14 
Place (in Japanese) (See Japanese page) 
Place (in English) Sinfonia Technology Hibiki Hall Ise 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Human Communication, etc. 
Paper Information
Registration To HCGSYMPO 
Conference Code 2018-12-HCGSYMPO 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) A Proposal of Classification Method of Audiovisual Contents using Machine Learning and Biometric Information 
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Keyword(1) Machine Learning  
Keyword(2) Wearable Device  
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1st Author's Name Kaito Kaneko  
1st Author's Affiliation Tokyo Denki University (Tokyo Denki Univ.)
2nd Author's Name Ryosuke Anzai  
2nd Author's Affiliation Tokyo Denki University (Tokyo Denki Univ.)
3rd Author's Name Masayuki Iwai  
3rd Author's Affiliation Tokyo Denki University (Tokyo Denki Univ.)
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