Paper Abstract and Keywords |
Presentation |
2019-10-03 11:15
[Poster Presentation]
A Study on the Effectiveness of Misinformation Minimization Algorithms on Multiplex Networks Yumi Fujita, Sho Tsugawa (Univ. Tsukuba) |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Diffusion of fake news on a social network is a major concern in our society. Therefore, several method- ologies for minimizing the diffusion of misinformation (e.g., fake news) have been proposed. Existing methodologies for minimizing misinformation diffusion are designed for a single-layer social network. In contrast, misinformation can be disseminated through several types of social ties. For instance, misinformation can be disseminated through a real world word-of-mouth network as well as through a social media network. In this paper, a network composed of several types of social ties is represented as a multilayer network, and we examine the effectiveness of existing misinformation minimization algorithms in the multilayer network. In particular, we apply the existing misinfor- mation minimization algorithms for single-layer networks to a two-layered multiplex network and examine their effectiveness. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Multiplex networks / Information diffusion / Misinformation minimization, / Social networks / / / / |
Reference Info. |
IEICE Tech. Rep. |
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Conference Information |
Committee |
MIKA |
Conference Date |
2019-10-02 - 2019-10-04 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Hokkaido Univ. |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Wireless Communication System, etc. |
Paper Information |
Registration To |
MIKA |
Conference Code |
2019-10-MIKA |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
A Study on the Effectiveness of Misinformation Minimization Algorithms on Multiplex Networks |
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Multiplex networks |
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Information diffusion |
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Misinformation minimization, |
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Social networks |
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1st Author's Name |
Yumi Fujita |
1st Author's Affiliation |
University of Tsukuba (Univ. Tsukuba) |
2nd Author's Name |
Sho Tsugawa |
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University of Tsukuba (Univ. Tsukuba) |
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Date Time |
2019-10-03 11:15:00 |
Presentation Time |
50 minutes |
Registration for |
MIKA |
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