Paper Abstract and Keywords |
Presentation |
2012-09-02 10:00
A Survey on Fairness/Discrimination-Aware Mining Toshihiro Kamishima (AIST) PRMU2012-30 IBISML2012-13 |
Abstract |
(in Japanese) |
(See Japanese page) |
(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) |
(in English) |
fairness-aware mining / discrimination-aware mining / privacy-preserving data mining / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 112, no. 198, IBISML2012-13, pp. 1-8, Sept. 2012. |
Paper # |
IBISML2012-13 |
Date of Issue |
2012-08-26 (PRMU, IBISML) |
ISSN |
Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 |
Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) |
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PRMU2012-30 IBISML2012-13 |
Conference Information |
Committee |
PRMU IBISML IPSJ-CVIM |
Conference Date |
2012-09-02 - 2012-09-03 |
Place (in Japanese) |
(See Japanese page) |
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(See Japanese page) |
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Paper Information |
Registration To |
IBISML |
Conference Code |
2012-09-PRMU-IBISML-CVIM |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
A Survey on Fairness/Discrimination-Aware Mining |
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fairness-aware mining |
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discrimination-aware mining |
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privacy-preserving data mining |
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1st Author's Name |
Toshihiro Kamishima |
1st Author's Affiliation |
National Institute of Advanced Industrial Science and Technology (AIST) (AIST) |
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Speaker |
Author-1 |
Date Time |
2012-09-02 10:00:00 |
Presentation Time |
30 minutes |
Registration for |
IBISML |
Paper # |
PRMU2012-30, IBISML2012-13 |
Volume (vol) |
vol.112 |
Number (no) |
no.197(PRMU), no.198(IBISML) |
Page |
pp.1-8 |
#Pages |
8 |
Date of Issue |
2012-08-26 (PRMU, IBISML) |
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