Paper Abstract and Keywords |
Presentation |
2022-05-12 10:15
A Study on the Effectiveness of of Using link Weights and Link Direction for Community Detection in Multilayer Networks Daiki Suzuki, Sho Tsugawa (Univ. of Tsukuba) CQ2022-2 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Multilayer networks are useful representations of real-world complex networks,
and community detection in multilayer networks has been a hot research topic.
There are several options in the graph representation of a multilayer network;
e.g., directed or undirected, and weighted or unweighted.
These options may affect the results of community detection from a multilayer network.
This paper experimentally investigates how the graph representations of a multilayer network affects
the results of community detection.
Through experiments using multilayer networks of Twitter users,
we show that using a directed graph for representing each layer of a multilayer network contributes
in improving the accuracy of estimating the communities of the Twitter users. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
multilayer network / community detection / social network / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 122, no. 15, CQ2022-2, pp. 7-12, May 2022. |
Paper # |
CQ2022-2 |
Date of Issue |
2022-05-05 (CQ) |
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 |
CQ2022-2 |
Conference Information |
Committee |
CQ CS |
Conference Date |
2022-05-12 - 2022-05-13 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Fukui (Fuku Pref.) |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Optical/Wireless Access and Their Integration, Communication Behavior, QoE and Psychology, Assessment / Measurement / Control / Optimization of Communication Quality, Network Services, Wireless Networks, MIMO/Diversity/Multiplexing Techniques, etc. |
Paper Information |
Registration To |
CQ |
Conference Code |
2022-05-CQ-CS |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
A Study on the Effectiveness of of Using link Weights and Link Direction for Community Detection in Multilayer Networks |
Sub Title (in English) |
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multilayer network |
Keyword(2) |
community detection |
Keyword(3) |
social network |
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1st Author's Name |
Daiki Suzuki |
1st Author's Affiliation |
University of Tsukuba (Univ. of Tsukuba) |
2nd Author's Name |
Sho Tsugawa |
2nd Author's Affiliation |
University of Tsukuba (Univ. of Tsukuba) |
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Speaker |
Author-1 |
Date Time |
2022-05-12 10:15:00 |
Presentation Time |
25 minutes |
Registration for |
CQ |
Paper # |
CQ2022-2 |
Volume (vol) |
vol.122 |
Number (no) |
no.15 |
Page |
pp.7-12 |
#Pages |
6 |
Date of Issue |
2022-05-05 (CQ) |
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