Development of Social Network Analysis Which Considers Privacy Preservation
| Project/Area Number |
24700088
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| Research Category |
Grant-in-Aid for Young Scientists (B)
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| Allocation Type | Multi-year Fund |
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| Research Field |
Media informatics/Database
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| Research Institution | University of Tsukuba (2013)
Ochanomizu University (2012) |
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Principal Investigator |
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| Project Period (FY) |
2012-04-01 – 2014-03-31
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| Project Status |
Completed (Fiscal Year 2013)
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| Budget Amount *help |
¥4,160,000 (Direct Cost: ¥3,200,000、Indirect Cost: ¥960,000)
Fiscal Year 2013: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2012: ¥2,600,000 (Direct Cost: ¥2,000,000、Indirect Cost: ¥600,000)
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| Keywords | プライバシ保護 / 匿名化 / ソーシャルネットワーク / データ分析 / データベース / データ公開 / データマイニング |
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| Research Abstract |
In order to publish the social network data to provide the data to many data analysts, we should apply anonymization for protecting users' privacy in the social network service. We investigate the useful and secure anonymization algorithm for social network data. Especially we focus on two anonymization measure named k-degree and k-automorphism, and we propose the algorithms which can deal with the social network graph with node attributes and the algorithms. In addition we propose the algorithms which can keep the feature of original SN data after anonymization.
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Report
(3 results)
Research Products
(10 results)
