Presentation | 2014-09-11 Finding Method of Replaceable Ingredients using Large Mounts of Cooking Recipes Kento NOZAWA, Yoshiki NAKAOKA, Shuhei YAMAMOTO, Tetsuji SATOH, |
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Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | Recently, large amounts of cooking recipes are posted for sharing and searching them by many consumers. Hence there exist some similar recipes which were replaced a part of ingredients. In this study, we propose a replaceable ingredient finding method for modifying recipes by using large amounts of cooking recipes. For achieving the proposed method, we extract ingredients and cooking methods from cooking steps in each recipe. The similarities among ingredients are calculated with the word2vec, which are known as a language model based on neural network. Replaceable ingredients are indicated according to the degree of similarity among ingredients. Our experimental evaluations using several hundred thousand actual recipes demonstrate the efficiency of our proposed method. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | Cooking directions / Cooking Methods / Replaceable ingredients |
Paper # | DE2014-30 |
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Committee | DE |
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Conference Date | 2014/9/3(1days) |
Place (in Japanese) | (See Japanese page) |
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Paper Information | |
Registration To | Data Engineering (DE) |
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Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | Finding Method of Replaceable Ingredients using Large Mounts of Cooking Recipes |
Sub Title (in English) | |
Keyword(1) | Cooking directions |
Keyword(2) | Cooking Methods |
Keyword(3) | Replaceable ingredients |
1st Author's Name | Kento NOZAWA |
1st Author's Affiliation | College of Knowledge and Library Sciences, School of Informatics, University of Tsukuba() |
2nd Author's Name | Yoshiki NAKAOKA |
2nd Author's Affiliation | Graduate School of Library, Information and Media Studies, University of Tsukuba |
3rd Author's Name | Shuhei YAMAMOTO |
3rd Author's Affiliation | Graduate School of Library, Information and Media Studies, University of Tsukuba |
4th Author's Name | Tetsuji SATOH |
4th Author's Affiliation | Graduate School of Library, Information and Media Studies, University of Tsukuba |
Date | 2014-09-11 |
Paper # | DE2014-30 |
Volume (vol) | vol.114 |
Number (no) | 204 |
Page | pp.pp.- |
#Pages | 6 |
Date of Issue |