| Paper Abstract and Keywords |
| Presentation |
2013-09-12 15:45
Recipe Ingredients Recommendation using Additional Recommendation Algorithm based on Basket Analysis Tsubasa Mayumida, Mutsuo Sano (Osaka Inst. of Tech.) DE2013-34 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
We propose an algorithm of recipe ingredients recommendation using Basket analysis based on Apriori algorithm as a general–purpose method that can recommend new additional ingredients. First, the proposed method gives category sets a rank based on historical database and extracts basic category sets. Next it calculates certification degree from the basic category sets and frequent category sets, and determines the additional elements. The effectiveness of proposed approach was verified by recommendation experiments about additional ingredients in daily life. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Recipe Recommendation / Food Log / Association Rule / / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 113, no. 214, DE2013-34, pp. 7-12, Sept. 2013. |
| Paper # |
DE2013-34 |
| Date of Issue |
2013-09-05 (DE) |
| 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) |
| Download PDF |
DE2013-34 |
| Conference Information |
| Committee |
DE |
| Conference Date |
2013-09-12 - 2013-09-13 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
NII、12F Room1208, 1210 |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
Data Engineering and Food Media |
| Paper Information |
| Registration To |
DE |
| Conference Code |
2013-09-DE |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Recipe Ingredients Recommendation using Additional Recommendation Algorithm based on Basket Analysis |
| Sub Title (in English) |
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| Keyword(1) |
Recipe Recommendation |
| Keyword(2) |
Food Log |
| Keyword(3) |
Association Rule |
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| 1st Author's Name |
Tsubasa Mayumida |
| 1st Author's Affiliation |
Osaka Institute of Technology (Osaka Inst. of Tech.) |
| 2nd Author's Name |
Mutsuo Sano |
| 2nd Author's Affiliation |
Osaka Institute of Technology (Osaka Inst. of Tech.) |
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| Speaker |
Author-2 |
| Date Time |
2013-09-12 15:45:00 |
| Presentation Time |
25 minutes |
| Registration for |
DE |
| Paper # |
DE2013-34 |
| Volume (vol) |
vol.113 |
| Number (no) |
no.214 |
| Page |
pp.7-12 |
| #Pages |
6 |
| Date of Issue |
2013-09-05 (DE) |