| Paper Abstract and Keywords |
| Presentation |
2025-01-23 15:30
Analysis of the influence of graph structure on the suppression of the diffusion of false information Sota Kawashima, Norihiko Shinomiya (Soka Univ.) CAS2024-89 ICTSSL2024-47 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
In recent years, social media has become increasingly popular. While it has advantages such as high advertising effectiveness and wide-ranging disaster notification, the diffusion of false information has become a social problem. Therefore, there is a need to create a model to suppress the diffusion of false information. In the previous study, influence maximization and influence minimization problems were solved from scale-free graphs, and diffusion verification was performed. As a result, the influence-maximization problem was more effective in suppressing the diffusion of false information. However, since the results were obtained for a single graph, the optimization problem has not been verified for all graph structures. Therefore, in this study, we analyze graphs of various patterns related to social media and analyze the effectiveness of the influence maximization and influence minimization problems based on graph structures. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
social network / suppressing the information diffusion / graph theory / optimization problem / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 124, no. 339, CAS2024-89, pp. 61-64, Jan. 2025. |
| Paper # |
CAS2024-89 |
| Date of Issue |
2025-01-16 (CAS, ICTSSL) |
| 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) |
| Download PDF |
CAS2024-89 ICTSSL2024-47 |
| Conference Information |
| Committee |
ICTSSL CAS |
| Conference Date |
2025-01-23 - 2025-01-24 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
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| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
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| Paper Information |
| Registration To |
CAS |
| Conference Code |
2025-01-ICTSSL-CAS |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Analysis of the influence of graph structure on the suppression of the diffusion of false information |
| Sub Title (in English) |
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| Keyword(1) |
social network |
| Keyword(2) |
suppressing the information diffusion |
| Keyword(3) |
graph theory |
| Keyword(4) |
optimization problem |
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| 1st Author's Name |
Sota Kawashima |
| 1st Author's Affiliation |
Soka University (Soka Univ.) |
| 2nd Author's Name |
Norihiko Shinomiya |
| 2nd Author's Affiliation |
Soka University (Soka Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2025-01-23 15:30:00 |
| Presentation Time |
15 minutes |
| Registration for |
CAS |
| Paper # |
CAS2024-89, ICTSSL2024-47 |
| Volume (vol) |
vol.124 |
| Number (no) |
no.339(CAS), no.340(ICTSSL) |
| Page |
pp.61-64 |
| #Pages |
4 |
| Date of Issue |
2025-01-16 (CAS, ICTSSL) |