Some Reflections on 'Datafication': Data Governance and Legal Challenges
DOI:
https://doi.org/10.18662/eljpa/7.1/118Keywords:
Data governance, legal challenges, high-value data, business asset, data innovation EU Data Strategy, data protection.Abstract
Data is considered to be the new fuel for a business growth. By the Data Strategy, the EU made a big step in designing a vision of how data governance can be integrated in organizations’ management and activity, in governments’ systems and, ultimately, in people’s (digital) life. Translating data into competitive business outcomes through digital innovation while ensuring the protection and security of individuals' (non-) personal information raises ethical and legal questions that we need to prepare to answer.
References
Frazier J. Regulations and Investigations Raise the Stakes for Information Governance; 26 March 2020.(Internet) Available from: https://legalyaar.com/regulations-and-investigations-raise-the-stakes-for-information-governance/
Renda A. Data-rich scenarios for the future; 25 October 2018. Ispra: Joint Research Center. Available from: https://ec.europa.eu/jrc/communities/sites/jrccties/files/25oct_03_renda.pdf
European Commission. Guidelines for improving the synergy between the public and private sectors in the information market; 31 December 1989. (Internet). Available from: https://ec.europa.eu/digital-single-market/en/news/guidelines-improving-synergy-between-public-and-private-sectors-information-market
United Nations Economic Commission for Europe. Convention on access to information, public participation in decision-making and access to justice in environmental matters done; 25 June 1998. (Internet). Available from: https://www.unece.org/fileadmin/DAM/env/pp/documents/cep43e.pdf.
Data Policy and Innovation (Unit G1). European legislation on open data and the re-use of public sector information | Shaping Europe's digital future; 8 March 2020. (Internet). Available from https://ec.europa.eu/digital-single-market/en/european-legislation-reuse-public-sector-information
Directive 2007/2/EC of the European Parliament and of the Council of 14 March 2007 establishing an Infrastructure for Spatial Information in the European Community (INSPIRE); 14 March 2007. (Internet). Available from: https://inspire.ec.europa.eu/inspire-directive/2
Engin Z, Treleaven P. Algorithmic Government: Automating Public Services and Supporting Civil Servants in using Data Science Technologies. The Computer Journal. 2018; 62(3): 1-13. Available from: https://www.researchgate.net/publication/327350145_Algorithmic_Government_Automating_Public_Services_and_Supporting_Civil_Servants_in_using_Data_Science_Technologies
Crawford K, Roel D, Dryer T, Fried G, Green B, Kaziunas E, Kak,et alli. AI Now 2019 Report. NewYork: AI Now Institute; December 2019. (Internet). Available from: https://ainowinstitute.org/AI_Now_2019_Report.pdf
Vuleta B. How much data is created every day. Seed scientific; 30 January 2020. (Internet). Available from https://seedscientific.com/how-much-data-is-created-every-day/
Johnson B, Can information travel faster than light. HowStuffWorks.com; 12 December 2012. (Internet). Available from: https://electronics.howstuffworks.com/future-tech/information-travel-faster-than-light1.htm
European Digital Rights. Ending gag lawsuits in Europe – protecting democracy and fundamental rights. Open Letter; 8 June 2020. (Internet). Available from: https://www.ecpmf.eu/wp-content/uploads/2020/06/Ending-SLAPPs-NGO-Policy-Paper-119-FINAL.pdf
Privacy International. UK: Stop social media monitoring by local authorities; 10 June 2020. (Internet). Available from: https://edri.org/uk-stop-social-media-monitoring-by-local-authorities/
Suzor P, West S, Quodling A, York J. What Do We Mean When We Talk About Transparency? Toward Meaningful Transparency in Commercial Content Moderation. International Journal of Communication. 2019; 13(2019): 1526-1543. Available from: https://ijoc.org/index.php/ijoc/article/view/9736/2610
Cullen C. Over 43% of the internet is consumed by Netflix, Google, Amazon, Facebook, Microsoft, and Apple: Global Internet Phenomena Spotlight; 30 August 2019. (Internet). Available from: https://www.sandvine.com/blog/netflix-vs.-google-vs.-amazon-vs.-facebook-vs.-microsoft-vs.-apple-traffic-share-of-internet-brands-global-internet-phenomena-spotlight.
Coldewey D. IBM ends all facial recognition business as CEO calls out bias and inequality; 8 June 2020. (Internet). Available from: https://techcrunch-com.cdn.ampproject.org/c/s/techcrunch.com/2020/06/08/ibm-ends-all-facial-recognition-work-as-ceo-calls-out-bias-and-inequality/amp/
European Data Protection Supervisor. Opinion 3/2020 on the European Strategy for data; 16 June 2020. (Internet). Available from: https://edps.europa.eu/sites/edp/files/publication/20-06-16_opinion_data_strategy_en.pdf.
Leskin P, Bastone N. The 18 biggest tech scandals of 2018. Business Insider; 29 December 2018. (Internet). Available from: https://www.businessinsider.com/biggest-tech-scandals-2018-11
Whittaker M, Crawford K, Dobbe R, Fried G, Kaziunas E, Mathur V, West SM, Richarson R, Schultz J, Schwartz O. AI Now 2018 Report. New York: AI Now Institute. December 2018. (Internet). Available from: https://ainowinstitute.org/AI_Now_2018_Report.html
The Data Governance Institute. Definitions of data governance. (Internet). Available from http://www.datagovernance.com/adg_data_governance_definition/
Phanse K. Data Governance using SAP MDM: Part 1; 29 May 2008. (Internet). Available from: https://archive.sap.com/kmuuid2/60022998-5d17-2b10-dbaa-8e3ab357fa55/Data%20Governance%20using%20SAP%20Master%20Data%20Management%20-%20Part%201.pdf
Stedman C, Vaughan J. What is data governance and why does it matter?. Search Data Management. 26 July 2007. (Internet). Available from: https://searchdatamanagement.techtarget.com/definition/data-governance
Seiner RS. The Data Stewardship Approach to Data Governance: Chapter 1. The Data Administration Newsletter. 1 January 2006. (Internet). Available from https://tdan.com/the-data-stewardship-approach-to-data-governance-chapter-1/5037
Thomas G. Focus Areas for Data Governance. The Data Governance Institute. (Internet). Available from: http://www.datagovernance.com/category/guidance-by-gwen/focus-areas-of-data-governance/
European Commission. Communication from the Commission to the European Parliament, the Council, the European Economic and Social Committee and the Committee of the Regions: A European Strategy for data. COM(2020) 66 final; 19 February 2020. (Internet). Available from: https://ec.europa.eu/info/sites/info/files/communication-european-strategy-data-19feb2020_en.pdf
Micklitz H, Palka P. Sartor G. AI + BD & EU citizens/consumers. Joint Research Center. 24 October 2008. (Internet). Available from: https://ec.europa.eu/jrc/communities/sites/jrccties/files/24oct_08_sartor.pdf
Nissenbaum H. Privacy in Context: Technology, Policy, and the Integrity of Social Life. California: Stanford University Press. 2010
United Nations General Assembly. Summary of the Human Rights Council panel discussion on the right to privacy in the digital age: Report of the Office of the United Nations High Commissioner for Human Rights; 19 December 2014. (Internet). Available from www.un.org/en/ga/search/view_doc.asp?symbol=A/HRC/28/39
The United Kingdom Information Commissioner’s Office. Big data, artificial intelligence, machine learning and data protection. Version 2.2. ICO. March 2017. (Internet). Available from: https://ico.org.uk/media/for-organisations/documents/2013559/big-data-ai-ml-and-data-protection.pdf
European Data Protection Supervisor. Opinion 3/2020 on the European Strategy for data; 16 June 2020. (Internet). Available from https://edps.europa.eu/sites/edp/files/publication/20-06-16_opinion_data_strategy_en.pdf
Richardson R, Schultz J, Southerland V. Litigating Algorithms 2019 US Report: New Challenges to Government Use of Algorithmic Decision Systems. New York: AI Now Institute. September 2019. (Internet). Available from: https://ainowinstitute.org/litigatingalgorithms-2019-us.html.
Weichler J. How and why to use Creative Commons licensed work. OpenSource.com. 14 January 2020. (Internet). Available from https://opensource.com/article/20/1/what-creative-commons
Simons T. Me, My Data and I: the future of the personal data economy. Ispra: Joint Research Center. October 2018. Available from: https://ec.europa.eu/jrc/communities/sites/jrccties/files/24oct_02_symons_1.pdf
Klipfolio. What is a data dashboard?. (Internet). Available from: https://www.klipfolio.com/resources/articles/what-is-data-dashboard
Directorate General for Communications Networks, Content and Technology Unit G1 - Data Policy and Innovation. Public Open Data and the 2018 Data Package: Towards a Common European Data Space. In: The Governance of Data in a Digitally Transformed European Society, 24 October 2018. Ispra. Joint Research Center. (Internet). Available from https://ec.europa.eu/jrc/communities/sites/jrccties/files/24oct_04_rizzi.pdf
Kennedy R. Regulatory frameworks for the future governance of digital data. Joint Research Center. October 2018. (Internet). Available from: https://ec.europa.eu/jrc/communities/sites/jrccties/files/24oct_07_kennedy-min.pdf
Palka P. Artsy Project. European University Institute. (Internet). Available from: https://artsy.eui.eu/
Jabłonowska A, Kuziemski M, Nowak AM, Micklitz HW, Palika P, Sartor G. Consumer law and artificial intelligence: challenges to the EU consumer law and policy stemming from the business' use of artificial intelligence: final report of the ARTSY project. European University Institute Law. 2018: 11. (Working Paper). Available from: https://cadmus.eui.eu/handle/1814/57484
Micheler E, Whaley A. Regulatory Technology: Replacing Law with Computer Code. European Business Organization Law Review. 2019. (Internet). Available from: https://www.researchgate.net/publication/334772468_Regulatory_Technology_Replacing_Law_with_Computer_Code
Lippi M, Pałka P, Contissa G. et al. CLAUDETTE: an automated detector of potentially unfair clauses in online terms of service. Artif Intell Law: 2019: 27: 117–139. Available from: https://doi.org/10.1007/s10506-019-09243-2
Contissa G, Docter K, Lagioia F. et ali. CLAUDETTE meets GDPR Automating the Evaluation of Privacy Policies using Artificial Intelligence: Study Report; 2 July 2018. (Internet). Available from: http://www.beuc.eu/publications/beuc-x-2018-066_claudette_meets_gdpr_report.pdf
Bench-Capon T, Araszkiewicz M, Ashley K. et al. A history of AI and Law in 50 papers: 25 years of the international conference on AI and Law. Artificial Intelligence and Law. 2012; 20(3): 215-319. Available from: https://www.researchgate.net/publication/257449742_A_history_of_AI_and_Law_in_50_papers_25_years_of_the_international_conference_on_AI_and_Law
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