| Presentation | 2006-07-21 Distributed Privacy-preserving Document Clustering Chunhua SU, Jianying ZHOU, Feng BAO, Kouichi SAKURAI, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Many government organizations and companies want to share their documents in a similar theme to get the joint benefits. Textual document clustering is a powerful data mining technique to analyze the large amount of documents and structure large sets of text or hypertext documents. While doing the document clustering in the distributed environment, it may involve the users' privacy of their own document. In this paper, we propose a framework to do the privacy-preserving text mining among the users under the distributed environment: multiple parties. each having their private documents, want to collaboratively execute agglomerative document clustering without disclosing their private contents to any other parties. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Documents Clustering / Privacy-preserving Data Mining / Secure Multi-party Computation |
| Paper # | ISEC2006-56 |
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| Conference Information | |
| Committee | ISEC |
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| Conference Date | 2006/7/14(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Vice Chair | |
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| Paper Information | |
| Registration To | Information Security (ISEC) |
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| Language | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Distributed Privacy-preserving Document Clustering |
| Sub Title (in English) | |
| Keyword(1) | Documents Clustering |
| Keyword(2) | Privacy-preserving Data Mining |
| Keyword(3) | Secure Multi-party Computation |
| 1st Author's Name | Chunhua SU |
| 1st Author's Affiliation | Department of Computer Science and Communication Engineering. Kyushu University() |
| 2nd Author's Name | Jianying ZHOU |
| 2nd Author's Affiliation | Institute for Infocomm Research (I^2R) |
| 3rd Author's Name | Feng BAO |
| 3rd Author's Affiliation | Institute for Infocomm Research (I^2R) |
| 4th Author's Name | Kouichi SAKURAI |
| 4th Author's Affiliation | Department of Computer Science and Communication Engineering. Kyushu University |
| Date | 2006-07-21 |
| Paper # | ISEC2006-56 |
| Volume (vol) | vol.106 |
| Number (no) | 176 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |