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| Presentation | 2017-11-17 11:55 A Study on the Effectiveness of Link Addition Strategies using Degree Centrality of Layer Node and Inter Degree-degree Difference for Improving Robustness of Multiplex Networks Yui Kazawa, Sho Tsugawa (Univ. Tsukuba)  CQ2017-83 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Recent research trends in network science are shifting from the analysis of single-layer networks to the analysis of multilayer networks. In particular, the robustness of multilayer networks has been actively studied. We aim to construct a methodology for effectively improving the robustness of multiplex networks against layer node-based attack. In previous work, we have investigated the effectiveness of link addition strategies using Inter Degree-degree Difference (IDD) for improving the robustness of multiplex networks. In this paper, we examine the effectiveness of improving the robustness of multiplex networks by link addition strategies, which are based on the degree of layer nodes and based on both of the degree of layer nodes and IDD. Through the network attack simulations, we show that link addition strategies using both of the degree of layer nodes and IDD can more effectively improve the robustness of multiplex networks than link addition strategies using only IDD. |
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| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Multiplex network / Layer node-based attack / Robustness / Link addition / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 117, no. 304, CQ2017-83, pp. 73-78, Nov. 2017. | |
| Paper # | CQ2017-83 | |
| Date of Issue | 2017-11-09 (CQ) | |
| ISSN | Print edition: ISSN 0913-5685 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 | CQ2017-83 |
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| Conference Information | |
| Committee | ICM CQ NS NV |
| Conference Date | 2017-11-16 - 2017-11-17 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | CQ |
| Conference Code | 2017-11-ICM-CQ-NS-NV |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Study on the Effectiveness of Link Addition Strategies using Degree Centrality of Layer Node and Inter Degree-degree Difference for Improving Robustness of Multiplex Networks |
| Sub Title (in English) | |
| Keyword(1) | Multiplex network |
| Keyword(2) | Layer node-based attack |
| Keyword(3) | Robustness |
| Keyword(4) | Link addition |
| Keyword(5) | |
| Keyword(6) | |
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| Keyword(8) | |
| 1st Author's Name | Yui Kazawa |
| 1st Author's Affiliation | University of Tsukuba (Univ. Tsukuba) |
| 2nd Author's Name | Sho Tsugawa |
| 2nd Author's Affiliation | University of Tsukuba (Univ. Tsukuba) |
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| Speaker | Author-1 |
| Date Time | 2017-11-17 11:55:00 |
| Presentation Time | 25 minutes |
| Registration for | CQ |
| Paper # | CQ2017-83 |
| Volume (vol) | vol.117 |
| Number (no) | no.304 |
| Page | pp.73-78 |
| #Pages | 6 |
| Date of Issue | 2017-11-09 (CQ) |
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