Paper Abstract and Keywords |
Presentation |
2022-09-15 15:25
A shopping support system considering preferences for multiple information sources Weijian Li, Masato Kikuchi, Tadachika Ozono (Nitech) AI2022-23 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
When purchasing products online, it is desirable to collect information not only from the site of purchase, but also from various information sources. Gathering information from diverse sources can help combat the negative impact of inadequate information, such as fake reviews. Here, it is necessary to take into consideration that the reliable information source differs for each user. In this research, we weighted the user’s preferences regarding what kind of information sources they trust and to what extent, using Analytic Hierarchy Process (AHP). Furthermore, we prototyped a system that ranks multiple products by considering the weight of information sources. This paper describes the improvement and evaluation of this system. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Analytic Hierarchy Process / Content-based Filtering / Multiple Criteria Decision Making / TF-IDF / Information Retrieval / / / |
Reference Info. |
IEICE Tech. Rep., vol. 122, no. 186, AI2022-23, pp. 31-36, Sept. 2022. |
Paper # |
AI2022-23 |
Date of Issue |
2022-09-08 (AI) |
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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AI2022-23 |
Conference Information |
Committee |
AI |
Conference Date |
2022-09-15 - 2022-09-16 |
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(See Japanese page) |
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Paper Information |
Registration To |
AI |
Conference Code |
2022-09-AI |
Language |
Japanese |
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(See Japanese page) |
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(See Japanese page) |
Title (in English) |
A shopping support system considering preferences for multiple information sources |
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Analytic Hierarchy Process |
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Content-based Filtering |
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Multiple Criteria Decision Making |
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TF-IDF |
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Information Retrieval |
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1st Author's Name |
Weijian Li |
1st Author's Affiliation |
Nagoya Institute of Technology (Nitech) |
2nd Author's Name |
Masato Kikuchi |
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Nagoya Institute of Technology (Nitech) |
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Tadachika Ozono |
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Nagoya Institute of Technology (Nitech) |
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Speaker |
Author-1 |
Date Time |
2022-09-15 15:25:00 |
Presentation Time |
20 minutes |
Registration for |
AI |
Paper # |
AI2022-23 |
Volume (vol) |
vol.122 |
Number (no) |
no.186 |
Page |
pp.31-36 |
#Pages |
6 |
Date of Issue |
2022-09-08 (AI) |
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