文章基本信息

标题：Onomatoperori : Ranking Cooking Recipes by using Onomatopoeias which Express their Tastes and Textures
本地全文：下载
作者：Chiemi Watanabe ; Satoshi Nakamura
期刊名称：人工知能学会論文誌
印刷版ISSN：1346-0714
电子版ISSN：1346-8030
出版年度：2015
卷号：30
期号：1
页码：340-352
DOI：10.1527/tjsai.30.340
出版社：The Japanese Society for Artificial Intelligence
摘要：This paper proposes a ranking methodology of cooking recipe by using fitness value between a recipe and onomatopoeia. This system is implemented as a function of a cooking recipe search site “Onomatoperori”. By using onomatopoeia, users can find what they want to cook from their ambiguous idea. We defined formulas for calculating fitness value between recipe and onomatopoeia by using mutual information between onomatopoeia and a word in title or description of recipes. In addition, we defined the similarity measure between onomatopeia words by mapping their words by using 15 sentimental dimensions for expressing the tastes and textures of the dishes. And we improve the ranking methodology by using the similarity among onomatopoeia words. By using these ranking methodologies we can search the cooking recipes which are related to the onomatopoeia although they do not include the onomatopeia word in the recipes.
关键词：Recipe retrieval ; Ranking algorithm ; Co-occurrence factor ; sentiment search