| Presentation | 2017-11-24 Developing Music Recommendation System Considering Mood Information Based on Discourse with Interactive Agents Takumi Kakuda, Tadachika Ozono, Toramatsu Shintani, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Due to the spread of music distribution service, demand for music recommendation for enormous number of songs is increasing. One of problems of existing recommendation methods such as collaborative filtering is that popular songs are recommended, but recommendations that to be considerate of the user's situation have not been realized. In this research, we propose a method for realizing music recommendation using dialogue agents by estimating mood. The recommendation agents have individual domain knowledge for music. The agents recommend music by estimating mood of a situation of a user. The system uses multiple agents to realize effective recommendation to deal with a variety of preferences of users. We show how the system can be effectively used to recommend music. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | mood estimation / dialogue agent / discourse |
| Paper # | AI2017-14 |
| Date of Issue | 2017-11-17 (AI) |
| Conference Information | |
| Committee | AI |
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| Conference Date | 2017/11/24(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Tsunenori Mine(Kyushu Univ.) |
| Vice Chair | Daisuke Katagami(Tokyo Polytechnic Univ.) / Naoki Fukuta(Shizuoka Univ.) |
| Secretary | Daisuke Katagami(Ritsumeikan Univ.) / Naoki Fukuta(Univ. of Electro-Comm.) |
| Assistant | Yuko Sakurai(AIST) |
| Paper Information | |
| Registration To | Technical Committee on Artificial Intelligence and Knowledge-Based Processing |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Developing Music Recommendation System Considering Mood Information Based on Discourse with Interactive Agents |
| Sub Title (in English) | |
| Keyword(1) | mood estimation |
| Keyword(2) | dialogue agent |
| Keyword(3) | discourse |
| 1st Author's Name | Takumi Kakuda |
| 1st Author's Affiliation | Nagoya Institute of Technology(NIT) |
| 2nd Author's Name | Tadachika Ozono |
| 2nd Author's Affiliation | Nagoya Institute of Technology(NIT) |
| 3rd Author's Name | Toramatsu Shintani |
| 3rd Author's Affiliation | Nagoya Institute of Technology(NIT) |
| Date | 2017-11-24 |
| Paper # | AI2017-14 |
| Volume (vol) | vol.117 |
| Number (no) | AI-326 |
| Page | pp.pp.43-48(AI), |
| #Pages | 6 |
| Date of Issue | 2017-11-17 (AI) |