Paper Abstract and Keywords |
Presentation |
2020-03-06 14:50
A Feature Acquisition Method for Implementing High Dimension Content Based Information Recommendation Ryo Murakami, Taiju Mikoshi, Katsunori Oyama, Toshihiro Nishizono (Nihon Univ.) NS2019-255 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
This paper proposes a method for acquiring high-dimensional features used in a menu recommendation system based on content-based filtering. A weight unit conversion table is formed from information on the website that describes the weight of various shapes and units of ingredients. Insufficient information is replaced with similar ingredients. In addition, a nutrients content table is formed by matching Standard Tables of Food Composition in Japan with the ingredients in the recipe. Using these tables, the unit of weight is unified for the ingredients used for each dish, and the nutrient content is determined. As a result, 20,349 content features are acquired. |
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Reference Info. |
IEICE Tech. Rep., vol. 119, no. 460, NS2019-255, pp. 443-448, March 2020. |
Paper # |
NS2019-255 |
Date of Issue |
2020-02-27 (NS) |
ISSN |
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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NS2019-255 |
Conference Information |
Committee |
NS IN |
Conference Date |
2020-03-05 - 2020-03-06 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Royal Hotel Okinawa Zanpa-Misaki |
Topics (in Japanese) |
(See Japanese page) |
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General |
Paper Information |
Registration To |
NS |
Conference Code |
2020-03-NS-IN |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
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(See Japanese page) |
Title (in English) |
A Feature Acquisition Method for Implementing High Dimension Content Based Information Recommendation |
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1st Author's Name |
Ryo Murakami |
1st Author's Affiliation |
Nihon University (Nihon Univ.) |
2nd Author's Name |
Taiju Mikoshi |
2nd Author's Affiliation |
Nihon University (Nihon Univ.) |
3rd Author's Name |
Katsunori Oyama |
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Nihon University (Nihon Univ.) |
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Toshihiro Nishizono |
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Nihon University (Nihon Univ.) |
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Speaker |
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Date Time |
2020-03-06 14:50:00 |
Presentation Time |
20 minutes |
Registration for |
NS |
Paper # |
NS2019-255 |
Volume (vol) |
vol.119 |
Number (no) |
no.460 |
Page |
pp.443-448 |
#Pages |
6 |
Date of Issue |
2020-02-27 (NS) |
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