| 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 |
| Download PDF |
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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) |
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| Keyword(1) |
music recommendation |
| Keyword(2) |
wearable device |
| Keyword(3) |
serverless application |
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| 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 |
| #Pages |
4 |
| Date of Issue |
2022-02-05 (ME) |
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