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Big data privacy: The datafication of personal information

Jens-Erik Mai
2016 The Information Society  
In the age of big data we need to think differently about privacy. We need to shift our thinking from definitions of privacy (characteristics of privacy) to models of privacy (how privacy works).  ...  Moreover, in addition to the existing models of privacy-surveillance model and capture model, we need to also consider a new model -the datafication model presented in this paper, wherein new personal  ...  with personal information, then we need to ascertain what privacy means in the era of big data and datafication.  ... 
doi:10.1080/01972243.2016.1153010 fatcat:ql6dmlgcb5ar7gyaaozi6w3bru

Privacy with Big Data: A Framework

David Hoffman
2018 Americas Conference on Information Systems  
Big data compromises the privacy of individuals and groups. There seems to be no defense but privacy is crucial for personal autonomy and the preservation of democracy.  ...  The framework is intended to assist in understanding how the facets of privacy and big data interact at a macro level.  ...  Journal Totals 110 61 49 Table 2 -Cross Reference by Articles of Privacy and Big Data 2 Facets of Big Data Active / Passive Commercialization of Data Data Aggregation Datafication Knowledge Creation  ... 
dblp:conf/amcis/Hoffman18 fatcat:iio2ixspcjbhtml3o3sgtpfo3u

Big Data in the workplace: Privacy Due Diligence as a human rights-based approach to employee privacy protection

Isabel Ebert, Isabelle Wildhaber, Jeremias Adams-Prassl
2021 Big Data & Society  
How can employee privacy be protected in the age of datafication?  ...  Based on this notion, we develop a process-oriented model of Privacy Due Diligence to complement existing frameworks for safeguarding employee privacy in an era of Big Data surveillance.  ...  Acknowledgements We would like to thank Gabriel Kasper for useful discussions, and the Swiss National Science Foundation, and Economic and Social Research Council (UKRI) for their support.  ... 
doi:10.1177/20539517211013051 fatcat:bxk6n26ls5hf5d7bl32haott34

Trust and privacy in the context of user-generated health data

Kirsten Ostherr, Svetlana Borodina, Rachel Conrad Bracken, Charles Lotterman, Eliot Storer, Brandon Williams
2017 Big Data & Society  
This study identifies and explores evolving concepts of trust and privacy in the context of user-generated health data.  ...  The widespread rhetoric of personalization and social sharing in "user-generated culture" appears to facilitate an understanding of user-generated health data that deemphasizes the risk of exploitation  ...  This study contributes to the growing body of research on the role of big data, personal data, and data sharing in healthcare by illuminating how members of the general public, health researchers, and  ... 
doi:10.1177/2053951717704673 fatcat:ltferppkwne5jevtpgsftmyyce

Big Data and Consumer Participation in Privacy Contracts: Deciding who Decides on Privacy

Michiel Rhoen
2015 Utrecht Journal of International and European Law  
Consumers granting permission to process their personal data are increasingly opening up their personal lives, thanks to the "datafication" of everyday life, indefinite data retention and the increasing  ...  The privacy implications of big data call for serious consideration of consumers' opportunities to participate in decision-making processes about their contracts.  ...  In any case, legal developments in response to big data need to coherently address privacy contracts, non-contractual relations, the reasonable expectation of privacy and the possible effects of datafication  ... 
doi:10.5334/ fatcat:j65p2iti2nd55ipnnhptoefdqe

Hacking the social life of Big Data

Jennifer Pybus, Mark Coté, Tobias Blanke
2015 Big Data & Society  
Such interventions in the enclosed processes of datafication are meant as a preliminary investigation into the possibilities that arise when young people are given back the data which they are normally  ...  We outline the MobileMiner, an app we created to consider how gaining access to one's own data not only augments the agency of the individual but of the collective user.  ...  Datafication frames us as primarily passive generators in the social life of Big Data. Conversely, valorising 'making data' opens the possibility of becoming more active.  ... 
doi:10.1177/2053951715616649 fatcat:ouj6w6ecdfc5jl7zi3lymdoryq

Personal data are political. A feminist view on privacy and big data

Sara Suárez-Gonzalo
2019 Recerca: Revista de Pensament i Anàlisi  
Key Words: big data, privacy, personal data protection, feminist theory, data domination, the personal is political.  ...  Drawing on these contributions, this article reviews the social and political implications of big data exploitation and questions whether personal data protection must remain a matter of «privacy self-management  ...  big data affects the personal affairs of all of us.  ... 
doi:10.6035/recerca.2019.24.2.9 fatcat:sgvaiurqnbbwzm4x7ttjdlw7n4

Era of big data

Andra Gumbus, Frances Grodzinsky
2016 Computers & society  
This data, mined for our behaviors, habits, likes and dislikes, is referred to as the "creep factor" of big data [1] .  ...  The rise of computational power plus cheaper and faster devices to capture, collect, store and process data, translates into the "datafication" of society [4] .  ...  The rise of computational power plus cheaper and faster devices to capture, collect, store and process data, translates into the "datafication" of society [4] .  ... 
doi:10.1145/2874239.2874256 fatcat:n3av6iefv5a47a5e35d6w4st74

Big Data ethics

Andrej Zwitter
2014 Big Data & Society  
The speed of development in Big Data and associated phenomena, such as social media, has surpassed the capacity of the average consumer to understand his or her actions and their knock-on effects.  ...  This essay elaborates on the ways Big Data impacts on ethical conceptions.  ...  Acknowledgement The author wishes to thank Barteld Braaksma, Anno Bunnik and Lawrence Kettle for their help and feedback as well as the editors and the anonymous reviewers for their invaluable insights  ... 
doi:10.1177/2053951714559253 fatcat:x7c34wfowvbtzp4nzpawv6q6tq

Technological, Organizational and Environmental Security and Privacy Issues of Big Data: A Literature Review

Khairulliza Ahmad Salleh, Lech Janczewski
2016 Procedia Computer Science  
The main objectives of the review are to identify security and privacy issues of big data and to categorize the issues into a classification framework.  ...  This paper provides a literature review on security and privacy issues of big data.  ...  The first author would also like to thank Malaysia's Ministry of Higher Education and Universiti Teknologi Mara, Malaysia for financing her PhD research.  ... 
doi:10.1016/j.procs.2016.09.119 fatcat:vsaxszfmybhmldlrx5htquhsrq

Three Models of Privacy

Jens-Erik Mai
2020 Nordicom Review  
I will in this commentary propose that a different model of privacy is needed when it comes to big data and digital media, namely a datafication model of informational privacy.  ...  Informational privacy There are currently two major conceptualisations of the privacy of (personal) information: one that regards privacy as the ability to "limit or restrict others from information about  ...  In the datafication model of privacy the focus is on the anonymous creation of new personal information, the reinterpretation and statistical analysis of data, and the commodified nature of personal information  ... 
doi:10.1515/nor-2016-0031 fatcat:i5ouv3ibtvgqpmigfkuxeqoulm

Critical big data literacy tools—Engaging citizens and promoting empowered internet usage

Ina Sander
2020 Data & Policy  
Datafied societies need informed public debate about the implications of data science technologies.  ...  At present, internet users are often unaware of the potential consequences of disclosing personal data online and few citizens have the knowledge to participate in such debates.  ...  I would also like to show my gratitude to the Center for Advanced Internet Studies (CAIS) for their generous support and a pleasant and productive working atmosphere.  ... 
doi:10.1017/dap.2020.5 fatcat:luql7cfwlvgpvcou7lmcjqztne

The social imaginaries of data activism

Tuukka Lehtiniemi, Minna Ruckenstein
2019 Big Data & Society  
their personal data.  ...  Data activism, promoting new forms of civic and political engagement, has emerged as a response to problematic aspects of datafication that include tensions between data openness and data ownership, and  ...  Declaration of conflicting interests The authors declared no potential conflicts of interest with respect to the research, authorship, and/or publication of this article.  ... 
doi:10.1177/2053951718821146 fatcat:oyv6gzkhp5a5tmf4ycsorw2mqi

Introduction. Politics of Big Data

Mark Coté, Paolo Gerbaudo, Jennifer Pybus
2016 Digital Culture & Society  
The trope of the enormity of Big Data is now well established, with constantly updating numbers: 95 % of all data was created in the past two years; data doubles in size every two years; the number of  ...  This is not to suggest that Big Data -more specifically processes of datafication 1 -are best or at all understood as socially constructed.  ...  which calibrate the harvesting and flows of our personal data.  ... 
doi:10.14361/dcs-2016-0202 fatcat:vnkec3tv6vbsfi7wfcrge6qshy

Big Data Surveillance: Introduction

Mark Andrejevic, Kelly Gates
2014 Surveillance & Society  
The self-regulatory approach to privacy protection relies on so-called voluntary disclosure of personal data, written into the incomprehensible, small-type "privacy policies" that people agree to daily  ...  celebratory view of datafication espoused by big data proponents-the resurgence of a flawed faith in the objectivity of quantification, and a misguided view of metadata as the "raw material" of social  ...  One is the tension between the promise of predictive control embodied in the big data paradigm, and the realities of biased, incomplete data.  ... 
doi:10.24908/ss.v12i2.5242 fatcat:di7hrd354vbs3knpzqp5yok5ue
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