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Titlebook: Discrimination and Privacy in the Information Society; Data Mining and Prof Bart Custers,Toon Calders,Tal Zarsky Book 2013 Springer-Verlag

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发表于 2025-3-21 17:14:31 | 显示全部楼层 |阅读模式
书目名称Discrimination and Privacy in the Information Society
副标题Data Mining and Prof
编辑Bart Custers,Toon Calders,Tal Zarsky
视频video
概述Latest technological developments in data mining and profiling.Interesting for information scientists as well as for law, ethics, sociology, politics and public administration, and other people who ma
丛书名称Studies in Applied Philosophy, Epistemology and Rational Ethics
图书封面Titlebook: Discrimination and Privacy in the Information Society; Data Mining and Prof Bart Custers,Toon Calders,Tal Zarsky Book 2013 Springer-Verlag
描述.Vast amounts of data are nowadays collected, stored and processed, in an effort to assist in  making a variety of administrative and governmental decisions. These innovative steps considerably improve the speed, effectiveness and quality of decisions. Analyses are increasingly performed by data mining and profiling technologies that statistically and automatically determine patterns and trends. However, when such practices lead to unwanted or unjustified selections, they may result in unacceptable forms of  discrimination..Processing vast amounts of data may lead to situations in which data controllers know many of the characteristics, behaviors and whereabouts of people. In some cases, analysts might know more about individuals than these individuals know about themselves. Judging people by their digital identities sheds a different light on our views of privacy and data protection. .This book discusses discrimination and privacy issues related to data mining and profiling practices. It provides technological and regulatory solutions, to problems which arise in these innovative contexts. The book explains that common measures for mitigating privacy and discrimination, such as acc
出版日期Book 2013
关键词Anonymity; Classfication; Criminal law; Data mining; Database; Discrimination; Information security; Maskin
版次1
doihttps://doi.org/10.1007/978-3-642-30487-3
isbn_softcover978-3-642-44113-4
isbn_ebook978-3-642-30487-3Series ISSN 2192-6255 Series E-ISSN 2192-6263
issn_series 2192-6255
copyrightSpringer-Verlag Berlin Heidelberg 2013
The information of publication is updating

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Studies in Applied Philosophy, Epistemology and Rational Ethicshttp://image.papertrans.cn/e/image/281223.jpg
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B. A. Harmon,W. D. Goran,R. S. Harmonand privacy issues of data mining and profiling and solutions (both technological and non-technological) for these issues. A large part of this book is based on research results of a project on how and to what extent legal and ethical rules can be integrated in data mining algorithms to prevent disc
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https://doi.org/10.1007/978-94-007-7161-1he ability to interpret and analyze the data, and to base future policies and decisions on the outcome of the analysis determines the value of data. The amounts of data collected nowadays not only offer unprecedented opportunities to improve decision procedures for companies and governments, but als
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Informal Housing and Marginal Settlementson records.We discuss the challenging problems in discrimination discovery, and present, in a unified form, a framework based on classification rules extraction and filtering on the basis of legally-grounded interestingness measures. The framework is implemented in the publicly available DCUBE tool.
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Global Housing Policies and Governancelude discrimination, de-individualisation and stereotyping. To mitigate these risks, the right to privacy is traditionally invoked. However, given the rapid technological developments in the area of profiling, it is questionable whether the right to informational privacy and data protection law prov
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https://doi.org/10.1007/978-4-431-78147-9ssifiers) premised on historical data. If the historical data was discriminating towards socially and legally protected groups, a model learnt over this data will make discriminatory decisions in the future. As a solution, most of the discrimination free modeling techniques force the treatment of th
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