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Paper Abstract and Keywords
Presentation 2022-02-12 09:00
Construction of an automatic music recommendation system based on user's physical condition
Yuma Ishii, Yasuyuki Saito (NITKC)
Abstract (in Japanese) (See Japanese page) 
(in English) Various streaming services are becoming more and more popular, and users can access many songs by using these services. However, since it is difficult to find music pieces which user likes from the huge amount of music, each service uses collaborative filtering to recommend music pieces. In this study, we develop an application that recommends music based on physical condition as a new method of recommending music. We use the features of user's physical condition obtained with the Oura Ring, and music features from Spotify that represent the positivity of the music. By combining these two kinds of features, we construct an application that recommends positive songs when the user is in good physical condition and negative songs when the user is in bad physical condition.
Keyword (in Japanese) (See Japanese page) 
(in English) music recommendation / wearable device / serverless application / / / / /  
Reference Info. ITE Tech. Rep., vol. 46, no. 4, ME2022-1, pp. 1-4, Feb. 2022.
Paper # ME2022-1 
Date of Issue 2022-02-05 (ME) 
ISSN Print edition: ISSN 1342-6893    Online edition: ISSN 2424-1970
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Conference Information
Committee ME  
Conference Date 2022-02-12 - 2022-02-12 
Place (in Japanese) (See Japanese page) 
Place (in English) online 
Topics (in Japanese) (See Japanese page) 
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Paper Information
Registration To ME 
Conference Code 2022-02-ME 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Construction of an automatic music recommendation system based on user's physical condition 
Sub Title (in English)  
Keyword(1) music recommendation  
Keyword(2) wearable device  
Keyword(3) serverless application  
1st Author's Name Yuma Ishii  
1st Author's Affiliation National Institute of Technology Kisarazu College (NITKC)
2nd Author's Name Yasuyuki Saito  
2nd Author's Affiliation National Institute of Technology Kisarazu College (NITKC)
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Speaker Author-1 
Date Time 2022-02-12 09:00:00 
Presentation Time 15 minutes 
Registration for ME 
Paper # ME2022-1 
Volume (vol) vol.46 
Number (no) no.4 
Page pp.1-4 
Date of Issue 2022-02-05 (ME) 

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