| Presentation | 2014-03-06 Recommendation Method for Consumption Data of Seasonings Based on the Extraction of User's Taste Preferences Michitaka FUKUSHIMA, Kazuaki NAKAMURA, Noboru BABAGUCHI, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In recent years, recipe recommendation systems focusing on user's taste preferences have been actively studied. However, most of manually created cooking recipes do not have detailed description about consumption of seasonings. This paper proposes a framework for recommending consumption data of seasonings that are measured as numerical data by automated measuring systems. In our framework, the proposed recommendation method first extracts "taste clusters" by clustering a set of the seasoning consumption data and then apply a technique of collaborative filtering to the taste clusters. The effectiveness of the proposed method was roughly demonstrated by an experiment. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | consumption of seasonings / recommendation / preference extraction / collaborative filtering |
| Paper # | IMQ2013-39,IE2013-148,MVE2013-77 |
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| Conference Information | |
| Committee | MVE |
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| Conference Date | 2014/2/27(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Media Experience and Virtual Environment (MVE) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Recommendation Method for Consumption Data of Seasonings Based on the Extraction of User's Taste Preferences |
| Sub Title (in English) | |
| Keyword(1) | consumption of seasonings |
| Keyword(2) | recommendation |
| Keyword(3) | preference extraction |
| Keyword(4) | collaborative filtering |
| 1st Author's Name | Michitaka FUKUSHIMA |
| 1st Author's Affiliation | School of Engineering, Osaka Universirty() |
| 2nd Author's Name | Kazuaki NAKAMURA |
| 2nd Author's Affiliation | Graduate School of Engineering, Osaka Universirty |
| 3rd Author's Name | Noboru BABAGUCHI |
| 3rd Author's Affiliation | Graduate School of Engineering, Osaka Universirty |
| Date | 2014-03-06 |
| Paper # | IMQ2013-39,IE2013-148,MVE2013-77 |
| Volume (vol) | vol.113 |
| Number (no) | 470 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |