Presentation 2015-03-03
Prediction of Personal Dietary Habits Based on Summarized Expressions of Meal Names
Ryota KOMIYAMA, Sosuke AMANO, Kiyoharu AIZAWA, Makoto OGAWA,
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Abstract(in English) We tried to extract characteristics of personal dietary habits by abstracting a vast amount of personal food records accumulated in FoodLog, a food recording service based on a smartphone app, using summarized expressions of meal names. We used the results to predict which meals users (especially newcomers) will record in the future, by finding users with similar dietary habits.
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Keyword(in English) meal name / text mining / recommender system / collaborative filtering
Paper # IMQ2014-37,IE2014-98,MVE2014-85
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Committee MVE
Conference Date 2015/2/24(1days)
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Registration To Media Experience and Virtual Environment (MVE)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Prediction of Personal Dietary Habits Based on Summarized Expressions of Meal Names
Sub Title (in English)
Keyword(1) meal name
Keyword(2) text mining
Keyword(3) recommender system
Keyword(4) collaborative filtering
1st Author's Name Ryota KOMIYAMA
1st Author's Affiliation Dept. of Electronics and Information Science, The University of Tokyo:Grad. School of Interdisciplinary Information Studies, The University of Tokyo:Dept. of Information and Communication Eng., The University of Tokyo()
2nd Author's Name Sosuke AMANO
2nd Author's Affiliation Dept. of Electronics and Information Science, The University of Tokyo:Grad. School of Interdisciplinary Information Studies, The University of Tokyo:Dept. of Information and Communication Eng., The University of Tokyo
3rd Author's Name Kiyoharu AIZAWA
3rd Author's Affiliation Dept. of Electronics and Information Science, The University of Tokyo:Grad. School of Interdisciplinary Information Studies, The University of Tokyo:Dept. of Information and Communication Eng., The University of Tokyo
4th Author's Name Makoto OGAWA
4th Author's Affiliation foo.log, Inc. Entrepreneur Plaza
Date 2015-03-03
Paper # IMQ2014-37,IE2014-98,MVE2014-85
Volume (vol) vol.114
Number (no) 487
Page pp.pp.-
#Pages 2
Date of Issue