Full metadata record
DC Field | Value | Language |
---|---|---|
dc.contributor.author | 박용수 | - |
dc.date.accessioned | 2018-04-03T05:30:04Z | - |
dc.date.available | 2018-04-03T05:30:04Z | - |
dc.date.issued | 2014-03 | - |
dc.identifier.citation | IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS,권: E97D,호: 6,페이지: 1664-1667 | en_US |
dc.identifier.issn | 1745-1361 | - |
dc.identifier.uri | https://www.jstage.jst.go.jp/article/transinf/E97.D/6/E97.D_1664/_article | - |
dc.identifier.uri | http://hdl.handle.net/20.500.11754/56470 | - |
dc.description.abstract | A burst of social network services increases the need for in-depth analysis of network activities. Privacy breach for network participants is a concern in such analysis efforts. This paper investigates structural and property changes via several privacy preserving methods (anonymization) for social network. The anonymized social network does not follow the power-law for node degree distribution as the original network does. The peak-hop for node connectivity increases at most 1 and the clustering coefficient of neighbor nodes shows 6.5 times increases after anonymization. Thus, we observe inconsistency of privacy preserving methods in social network analysis. | en_US |
dc.description.sponsorship | This work was supported by (1) the National Research Foundation of Korea (NRF) (No. 2011-0029181), (2) Business for Cooperative R&D between Industry, Academy, and Research Institute in 2013 (No. C0006278), (3) Ministry of Culture, Sports and Tourism (MCST) and Korea Copyright Commission in 2013, and (4) the Ministry of Science, ICT and Future Planning (MSIP) of Korea, under the ITRC program (NIPA-2013-H0301-13-4009). | en_US |
dc.language.iso | en | en_US |
dc.publisher | IEICE-INST ELECTRONICS INFORMATION COMMUNICATIONS ENG, KIKAI-SHINKO-KAIKAN BLDG, 3-5-8, SHIBA-KOEN, MINATO-KU, TOKYO, 105-0011, JAPAN | en_US |
dc.subject | network privacy preserving | en_US |
dc.subject | privacy breach | en_US |
dc.subject | structural disparity | en_US |
dc.title | Analyzing Network Privacy Preserving Methods: A Perspective of Social Network Characteristics | en_US |
dc.type | Article | en_US |
dc.identifier.doi | 10.1587/transinf.E97.D.1664 | - |
dc.relation.page | 331-332 | - |
dc.contributor.googleauthor | Bae, Duck-Ho | - |
dc.contributor.googleauthor | Lee, Jong-Min | - |
dc.contributor.googleauthor | Kim, Sang-Wook | - |
dc.contributor.googleauthor | Won, Youngjoon | - |
dc.contributor.googleauthor | Park, Yongsu | - |
dc.relation.code | 20140201 | - |
dc.sector.campus | S | - |
dc.sector.daehak | COLLEGE OF ENGINEERING[S] | - |
dc.sector.department | DEPARTMENT OF COMPUTER SCIENCE | - |
dc.identifier.pid | yongsu | - |
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