| Presentation | 2015-10-02 Online Bayesian estimation of Randomized Response models Tota Suko, Shunsuke Horii, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, we treat the randomized-response technique. This is the estimation method for population proportion of a sensitive characteristic. The respondent selects a question from a group of questions by using a randomizing device. And the respondent answers the select question. The respondent's privacy is protected, because interviewer will not know which question is being answered. There are a lot of studies about estimation method for randomized response model. In this paper, we propose an online Bayesian estimation algorithm for randomized-response model. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Randomized Response / Bayes estimation / Privacy-Preserving Data mining / noisy data |
| Paper # | COMP2015-23 |
| Date of Issue | 2015-09-25 (COMP) |
| Conference Information | |
| Committee | COMP |
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| Conference Date | 2015/10/2(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Koichi Wada(Hosei Univ.) |
| Vice Chair | Toshimitsu Masuzawa(Osaka Univ.) |
| Secretary | Toshimitsu Masuzawa(Hiroshima Univ.) |
| Assistant | |
| Paper Information | |
| Registration To | Technical Committee on Theoretical Foundations of Computing |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Online Bayesian estimation of Randomized Response models |
| Sub Title (in English) | |
| Keyword(1) | Randomized Response |
| Keyword(2) | Bayes estimation |
| Keyword(3) | Privacy-Preserving Data mining |
| Keyword(4) | noisy data |
| 1st Author's Name | Tota Suko |
| 1st Author's Affiliation | Waseda University(Waseda Univ) |
| 2nd Author's Name | Shunsuke Horii |
| 2nd Author's Affiliation | Waseda University(Waseda Univ) |
| Date | 2015-10-02 |
| Paper # | COMP2015-23 |
| Volume (vol) | vol.115 |
| Number (no) | COMP-235 |
| Page | pp.pp.7-11(COMP), |
| #Pages | 5 |
| Date of Issue | 2015-09-25 (COMP) |