%0 Book Section
%T From Privacy to Algorithms’ Fairness
%+ Chercheur indépendant
%+ Università cattolica del Sacro Cuore [Piacenza e Cremona] (Unicatt)
%A Sabelli, Chiara
%A Tallacchini, Mariachiara
%Z Part 3: Privacy in the Era of the Smart Revolution
%@ 978-3-319-92924-8
%B Privacy and Identity Management. The Smart Revolution : 12th IFIP WG 9.2, 9.5, 9.6/11.7, 11.6/SIG 9.2.2 International Summer School, Ispra, Italy, September 4-8, 2017, Revised Selected Papers
%E Marit Hansen
%E Eleni Kosta
%E Igor Nai-Fovino
%E Simone Fischer-Hübner
%I Springer International Publishing
%S IFIP Advances in Information and Communication Technology
%V AICT-526
%P 86-110
%8 2018
%D 2018
%R 10.1007/978-3-319-92925-5_7
%K Privacy
%K Law
%K Ethics
%K Fairness
%K Equal opportunities
%K Models of justice
%Z Computer Science [cs]Book sections
%X This article aims to show how the legal and ethical debate – as far as ethics has become an indispensable complementary normative tool within legal frameworks – on the digital world in the United States (US) and the European Union (EU) has significantly opened up to include new dimensions other than privacy, particularly in connection with machine learning algorithms and Big Data. If privacy still remains the main interpretive construct to normatively forge the digital space, increasingly issues of discrimination, equal opportunity, fairness and, more broadly, models of justice, are entering the picture. While offering some examples of the inadequacy of privacy to cover new normative concerns related to Big Data and machine learning, the article also argues that attempts to grant algorithmic fairness represent just the first step in addressing the wider question about what models of digital justice we are willing to apply.
%G English
%Z TC 9
%Z TC 11
%Z WG 9.2
%Z WG 9.5
%Z WG 9.6
%Z WG 11.7
%Z WG 11.6
%2 https://inria.hal.science/hal-01883619/document
%2 https://inria.hal.science/hal-01883619/file/468319_1_En_7_Chapter.pdf
%L hal-01883619
%U https://inria.hal.science/hal-01883619
%~ IFIP
%~ IFIP-AICT
%~ IFIP-TC
%~ IFIP-WG
%~ IFIP-TC9
%~ IFIP-TC11
%~ IFIP-WG9-2
%~ IFIP-WG9-5
%~ IFIP-WG9-6
%~ IFIP-WG11-7
%~ IFIP-WG11-6
%~ IFIP-AICT-526