Paper Abstract and Keywords |
Presentation |
2015-12-04 16:35
Feature Extraction and Recipe Classification based on Recipe-Sharing Websites Mamoru Emoto, Yukio Ohsawa (Tokyo Univ.) AI2015-25 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
In this study, we are focused on review data posted by users of recipe-sharing websites. First by using posting dates of review data, we extracted particular months in which less reviews are posted than others. Second by using a scoring method we analyzed recipe categories in terms of posting dates of reviews and obtained recipe categories that are popular in particular month. Finally we obtained four-dimension vectors by applying natural language technique (NLP) to reviews. Each element of vectors is calculated by word counting and represents the degree of health-oriented, family-oriented, easy-cooking, and taste. From the analysis of vectors we identified months that have characteristic distribution at health-oriented and easy-cooking elements. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Recipe-Sharing Website / NLP / Text Mining / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 115, no. 337, AI2015-25, pp. 73-77, Dec. 2015. |
Paper # |
AI2015-25 |
Date of Issue |
2015-11-27 (AI) |
ISSN |
Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 |
Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) |
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AI2015-25 |
Conference Information |
Committee |
AI |
Conference Date |
2015-12-04 - 2015-12-04 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Kyutech-Salite |
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(See Japanese page) |
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Paper Information |
Registration To |
AI |
Conference Code |
2015-12-AI |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Feature Extraction and Recipe Classification based on Recipe-Sharing Websites |
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Recipe-Sharing Website |
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NLP |
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Text Mining |
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1st Author's Name |
Mamoru Emoto |
1st Author's Affiliation |
The University of tokyo (Tokyo Univ.) |
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Yukio Ohsawa |
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The University of tokyo (Tokyo Univ.) |
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Speaker |
Author-1 |
Date Time |
2015-12-04 16:35:00 |
Presentation Time |
20 minutes |
Registration for |
AI |
Paper # |
AI2015-25 |
Volume (vol) |
vol.115 |
Number (no) |
no.337 |
Page |
pp.73-77 |
#Pages |
5 |
Date of Issue |
2015-11-27 (AI) |
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