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| Presentation | 2016-11-16 15:00 Algorithm for Detecting Overlapped Communities in Networks Kiyotaka Mori, Kaneharu Nishino, Hiroshi Tezuka, Mary Inaba (UTokyo)  IBISML2016-66 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | The Community is defined as the set of nodes which is densely connected internally in complex networks. The existing Extended Modularity which evaluates overlapped community structure uses equal contribution ratio for each belonging communities. The existing algorithm of overlapped community detection are difficult for practical usages. In this paper, we propose CEPTOR, overlapped community detection algorithm using disjoint community detection and border nodes searching. We also propose NIEE-Modularity, internally edges based Extended Modularity to adapt unbalanced contribution ratio. The experiments show that CEPTOR is fast algorithm for most datasets and able to run datasets over million nodes. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Community Detection / Modularity / Complex Networks / Overlapped Communities / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 116, no. 300, IBISML2016-66, pp. 143-150, Nov. 2016. | |
| Paper # | IBISML2016-66 | |
| Date of Issue | 2016-11-09 (IBISML) | |
| 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 | IBISML2016-66 |
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| Conference Information | |
| Committee | IBISML |
| Conference Date | 2016-11-16 - 2016-11-18 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kyoto Univ. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Information-Based Induction Science Workshop (IBIS2016) |
| Paper Information | |
| Registration To | IBISML |
| Conference Code | 2016-11-IBISML |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Algorithm for Detecting Overlapped Communities in Networks |
| Sub Title (in English) | |
| Keyword(1) | Community Detection |
| Keyword(2) | Modularity |
| Keyword(3) | Complex Networks |
| Keyword(4) | Overlapped Communities |
| Keyword(5) | |
| Keyword(6) | |
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| Keyword(8) | |
| 1st Author's Name | Kiyotaka Mori |
| 1st Author's Affiliation | The University of Tokyo (UTokyo) |
| 2nd Author's Name | Kaneharu Nishino |
| 2nd Author's Affiliation | The University of Tokyo (UTokyo) |
| 3rd Author's Name | Hiroshi Tezuka |
| 3rd Author's Affiliation | The University of Tokyo (UTokyo) |
| 4th Author's Name | Mary Inaba |
| 4th Author's Affiliation | The University of Tokyo (UTokyo) |
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| Speaker | Author-1 |
| Date Time | 2016-11-16 15:00:00 |
| Presentation Time | 180 minutes |
| Registration for | IBISML |
| Paper # | IBISML2016-66 |
| Volume (vol) | vol.116 |
| Number (no) | no.300 |
| Page | pp.143-150 |
| #Pages | 8 |
| Date of Issue | 2016-11-09 (IBISML) |
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