| Presentation | 2011-03-03 Various music recommendation scheme based on listening record including tacit evaluation Daisuke YAMAGUCHI, Yoshiaki SHIRAISHI, Akira IWATA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | A variety of recommendation techniques for supplementing the flood of digital music are proposed, and a lot of applied techniques of the user's behavior and collaborative filtering based on the evaluation are designed especially. However, collaborative filtering is insufficient the feature vector that shows a different characteristic to do various recommendations from the character of the technique that the recommendation contents depend on similar user's feature vector by the music recommendation with huge number of contents. Then, the achievement of various music recommendations is tried by generating original and the feature vector of the concept of making the different preference involved to each user based on the reproduction history including a tacit evaluation an expression as a preprocessing that applies collaborative filtering in this text. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Collaborative Filtering / Music recommendation / Listening record |
| Paper # | LOIS2010-66 |
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| Conference Information | |
| Committee | LOIS |
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| Conference Date | 2011/2/24(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Vice Chair | |
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| Paper Information | |
| Registration To | Life Intelligence and Office Information Systems (LOIS) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Various music recommendation scheme based on listening record including tacit evaluation |
| Sub Title (in English) | |
| Keyword(1) | Collaborative Filtering |
| Keyword(2) | Music recommendation |
| Keyword(3) | Listening record |
| 1st Author's Name | Daisuke YAMAGUCHI |
| 1st Author's Affiliation | Graduate School of Engineering, Nagoya Institute of Technology() |
| 2nd Author's Name | Yoshiaki SHIRAISHI |
| 2nd Author's Affiliation | Graduate School of Engineering, Nagoya Institute of Technology |
| 3rd Author's Name | Akira IWATA |
| 3rd Author's Affiliation | Graduate School of Engineering, Nagoya Institute of Technology |
| Date | 2011-03-03 |
| Paper # | LOIS2010-66 |
| Volume (vol) | vol.110 |
| Number (no) | 450 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |