Paper Abstract and Keywords |
Presentation |
2023-03-17 10:20
A method of suppressing false information diffusion in OSN Atsushi Wakamatsu, Masaaki Miyashita, Norihiko Shinomiya (Soka Univ.) MSS2022-95 NLP2022-140 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
The diffusion of false information in online social networks is a serious problem.Despite various countermeasures, it is not possible to eliminate false information instantly.In order to make false information be correctly interpreted as false and to suppress its spread, it is considered effective to spread new true information.However, if there are a certain number of users believing false information and not believing true information, the spread of true information will not lead to correct interpretation of the facts.Thus, it is important not only to spread the true information widely, but also to spread it so that the number of users who correctly interpret the information will increase.In this study, we model information diffusion by considering the interpretation of information.Using the model, we formulate a problem of maximizing the number of users receiving true information and a problem of maximizing the number of users correctly interpreting the true information.Furthermore, we conduct comparative experiments between true information maximization and correct interpretation maximization, and show the effectiveness of correct interpretation maximization. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
correct interpretation maximization / influence maximization / information diffusion / online social network / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 122, no. 435, MSS2022-95, pp. 156-159, March 2023. |
Paper # |
MSS2022-95 |
Date of Issue |
2023-03-08 (MSS, NLP) |
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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MSS2022-95 NLP2022-140 |
Conference Information |
Committee |
NLP MSS |
Conference Date |
2023-03-15 - 2023-03-17 |
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(See Japanese page) |
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MSS |
Conference Code |
2023-03-NLP-MSS |
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Japanese |
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(See Japanese page) |
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(See Japanese page) |
Title (in English) |
A method of suppressing false information diffusion in OSN |
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Keyword(1) |
correct interpretation maximization |
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influence maximization |
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information diffusion |
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online social network |
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1st Author's Name |
Atsushi Wakamatsu |
1st Author's Affiliation |
Soka University (Soka Univ.) |
2nd Author's Name |
Masaaki Miyashita |
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Soka University (Soka Univ.) |
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Norihiko Shinomiya |
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Soka University (Soka Univ.) |
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Speaker |
Author-1 |
Date Time |
2023-03-17 10:20:00 |
Presentation Time |
20 minutes |
Registration for |
MSS |
Paper # |
MSS2022-95, NLP2022-140 |
Volume (vol) |
vol.122 |
Number (no) |
no.435(MSS), no.436(NLP) |
Page |
pp.156-159 |
#Pages |
4 |
Date of Issue |
2023-03-08 (MSS, NLP) |
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