| Presentation | 2012-09-02 A Survey on Fairness / Discrimination-Aware Mining Toshihiro KAMISHIMA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Fairness-aware / discrimination-aware mining is data analysis techniques while keeping aware of fairness, discrimination, neutrality, and independence. Data mining technologies are being used for determinations that seriously affect individuals' lives, such as credit scoring or employment application. A goal of fairness-aware mining is to analysis data while avoiding the use of socially sensitive information, such as gender or race |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | fairness-aware mining / discrimination-aware mining / privacy-preserving data mining |
| Paper # | PRMU2012-30,IBISML2012-13 |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 2012/8/26(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
| Assistant | |
| Paper Information | |
| Registration To | Pattern Recognition and Media Understanding (PRMU) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Survey on Fairness / Discrimination-Aware Mining |
| Sub Title (in English) | |
| Keyword(1) | fairness-aware mining |
| Keyword(2) | discrimination-aware mining |
| Keyword(3) | privacy-preserving data mining |
| 1st Author's Name | Toshihiro KAMISHIMA |
| 1st Author's Affiliation | National Institute of Advanced Industrial Science and Technology AIST() |
| Date | 2012-09-02 |
| Paper # | PRMU2012-30,IBISML2012-13 |
| Volume (vol) | vol.112 |
| Number (no) | 197 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |