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Volumn 38, Issue 3, 2017, Pages 50-57

European union regulations on algorithmic decision making and a "right to explanation"

Author keywords

[No Author keywords available]

Indexed keywords

DECISION MAKING; DIGITAL STORAGE;

EID: 85030554293     PISSN: 07384602     EISSN: None     Source Type: Journal    
DOI: 10.1609/aimag.v38i3.2741     Document Type: Article
Times cited : (1489)

References (36)
  • 1
    • 84875552557 scopus 로고    scopus 로고
    • Do judges vary in their treatment of race?
    • Abrams, D.; Bertrand, M.; and Mullainathan, S. 2012. Do Judges Vary in Their Treatment of Race?. Journal of Legal Studies 41(2): 347-383. doi.org/10.1086/666006
    • (2012) Journal of Legal Studies , vol.41 , Issue.2 , pp. 347-383
    • Abrams, D.1    Bertrand, M.2    Mullainathan, S.3
  • 2
    • 71149107609 scopus 로고
    • Statistical theories of discrimination in labor markets
    • Aigner, D. J., and Cain, G. G. 1977. Statistical Theories of Discrimination in Labor Markets. Industrial and Labor Relations Review 30(2): 175. doi.org/10.1177/00197939770 3000204
    • (1977) Industrial and Labor Relations Review , vol.30 , Issue.2 , pp. 175
    • Aigner, D.J.1    Cain, G.G.2
  • 3
    • 85043318458 scopus 로고    scopus 로고
    • Discrimination
    • Fall edition, ed. E. N. Zalta. Stanford, CA: Stanford University
    • Altman, A. 2015. Discrimination. In The Stanford Encyclopedia of Philosophy, Fall edition, ed. E. N. Zalta. Stanford, CA: Stanford University.
    • (2015) Stanford Encyclopedia of Philosophy
    • Altman, A.1
  • 5
    • 84873152534 scopus 로고    scopus 로고
    • Exploring discrimination: A user-centric evaluation of discrimination-aware data mining
    • NJ: Institute for Electrical and Electronics Engineers
    • Berendt, B., and Preibusch, S. 2012. Exploring Discrimination: A User-Centric Evaluation of Discrimination-Aware Data Mining. 344-351. In 2012 IEEE 12th International Conference on Data Mining Workshops. Piscataway, NJ: Institute for Electrical and Electronics Engineers.
    • (2012) 2012 IEEE 12th International Conference on Data Mining Workshops. Piscataway , pp. 344-351
    • Berendt, B.1    Preibusch, S.2
  • 6
    • 84900864205 scopus 로고    scopus 로고
    • Better decision support through exploratory discrimination-aware data mining: Foundations and empirical evidence
    • Berendt, B., and Preibusch, S. 2014. Better Decision Support Through Exploratory Discrimination-Aware Data Mining: Foundations and Empirical Evidence. Artificial Intelligence and Law 22(2): 175-209. doi.org/ 10.1007/s10506-013-9152-0
    • (2014) Artificial Intelligence and Law , vol.22 , Issue.2 , pp. 175-209
    • Berendt, B.1    Preibusch, S.2
  • 8
    • 85074198691 scopus 로고    scopus 로고
    • How the machine "thinks": Understanding opacity in machine learning algorithms
    • Burrell, J. 2016. How the Machine "Thinks": Understanding Opacity in Machine Learning Algorithms. Big Data and Society 3(1).
    • (2016) Big Data and Society , vol.3 , Issue.1
    • Burrell, J.1
  • 9
    • 77958063401 scopus 로고    scopus 로고
    • Three naive bayes approaches for discrimination-free classification
    • Calders, T., and Verwer, S. 2010. Three Naive Bayes Approaches for Discrimination-Free Classification. Data Mining and Knowledge Discovery 21(2): 277-292. doi.org/ 10.1007/s10618-010-0190-x
    • (2010) Data Mining and Knowledge Discovery , vol.21 , Issue.2 , pp. 277-292
    • Calders, T.1    Verwer, S.2
  • 11
    • 84987644106 scopus 로고    scopus 로고
    • Algorithmic transparency via quantitative input influence
    • 23-25 May, San Jose, CA
    • Datta, A.; Sen, S.; and Zick, Y. 2016. Algorithmic Transparency via Quantitative Input Influence. Paper presented at the 37th IEEE Symposium on Security and Privacy, 23-25 May, San Jose, CA.
    • (2016) 37th IEEE Symposium on Security and Privacy
    • Datta, A.1    Sen, S.2    Zick, Y.3
  • 13
    • 85030550581 scopus 로고    scopus 로고
    • Nicosia, Cyprus: University of Nicosia.
    • European Commission - Legislation. Nicosia, Cyprus: University of Nicosia. (www.library.unic.ac.cy/EDC/EU-Resources /EU- Legislation.html.)
    • European Commission - Legislation
  • 14
    • 85030533989 scopus 로고    scopus 로고
    • General data protection regulation
    • European Union, Parliament and Council.
    • European Union, Parliament and Council. 2016. General Data Protection Regulation. Official Journal of the European Union L 119/1 April 5.
    • (2016) Official Journal of the European Union L 119/1 April 5
  • 16
    • 0742274240 scopus 로고    scopus 로고
    • The european union data privacy directive
    • Fromholz, J. M. 2000. The European Union Data Privacy Directive. Berkeley Technology Law Journal 15(1): 461-484.
    • (2000) Berkeley Technology Law Journal , vol.15 , Issue.1 , pp. 461-484
    • Fromholz, J.M.1
  • 19
    • 79961133070 scopus 로고    scopus 로고
    • Discrimination prevention in data mining for intrusion and crime detection
    • Piscataway, NJ: Institute for Electrical and Electronics Engineers
    • Hajian, S.; Domingo-Ferrer, J.; and Martinez-Balleste, A. 2011. Discrimination Prevention in Data Mining for Intrusion and Crime Detection. In 2011 IEEE Symposium on Computational Intelligence in Cyber Security (CICS), 4754. Piscataway, NJ: Institute for Electrical and Electronics Engineers. doi.org/10.1109/CICYBS.2011.5949405
    • (2011) 2011 IEEE Symposium on Computational Intelligence in Cyber Security (CICS) , pp. 4754
    • Hajian, S.1    Domingo-Ferrer, J.2    Martinez-Balleste, A.3
  • 21
    • 70849127154 scopus 로고    scopus 로고
    • Defining profiling: A new type of knowledge?
    • ed. M. Hildebrandt and S. Guthwirth, Berlin: Springer
    • Hildebrandt, M. 2008. Defining Profiling: A New Type of Knowledge?. In Profiling the European Citizen. Cross-Disciplinary Perspectives, ed. M. Hildebrandt and S. Guthwirth, 17-30. Berlin: Springer. doi.org/10.1007/ 978-1-4020-6914-7-2
    • (2008) Profiling the European Citizen. Cross-Disciplinary Perspectives , pp. 17-30
    • Hildebrandt, M.1
  • 22
    • 84993917524 scopus 로고
    • Mortgage redlining: Race, risk, and demand
    • Holmes, A., and Horvitz, P. 1994. Mortgage Redlining: Race, Risk, and Demand. Journal of Finance 49(1):81-100. doi.org/ 10.1111/ j.1540-6261.1994.tb04421.x
    • (1994) Journal of Finance , vol.49 , Issue.1 , pp. 81-100
    • Holmes, A.1    Horvitz, P.2
  • 25
    • 84877944005 scopus 로고    scopus 로고
    • The european commission's proposed data protection regulation: A copernican revolution in european data protection law
    • Kuner, C. 2012. The European Commission's Proposed Data Protection Regulation: A Copernican Revolution in European Data Protection Law. Bloomberg BNA. Privacy and Security 6(2012): 115.
    • (2012) Bloomberg BNA. Privacy and Security , vol.6 , Issue.2012 , pp. 115
    • Kuner, C.1
  • 27
    • 84910664535 scopus 로고    scopus 로고
    • The new profiling: Algorithms, black boxes, and the failure of anti-discriminatory safeguards in the european union
    • Leese, M. 2014. The New Profiling: Algorithms, Black Boxes, and the Failure of Anti-Discriminatory Safeguards in the European Union. Security Dialogue 45(5): 494-511. doi.org/ 10.1177/0967010614544204
    • (2014) Security Dialogue , vol.45 , Issue.5 , pp. 494-511
    • Leese, M.1
  • 28
    • 84893802980 scopus 로고    scopus 로고
    • Interpretability in machine learning - principles and practice
    • ed. F. Musulli, G. Pasi, and R. Yager. Lecture Notes in Computer Science, vol 8256. Berlin: Springer
    • Lisboa, P. J. 2013. Interpretability in Machine Learning - Principles and Practice. In Fuzzy Logic and Applications. (WILF 2013), ed. F. Musulli, G. Pasi, and R. Yager. Lecture Notes in Computer Science, vol 8256. Berlin: Springer. doi.org/10.1007/978-3-319-03200-9-2
    • (2013) Fuzzy Logic and Applications. (WILF 2013)
    • Lisboa, P.J.1
  • 29
    • 84994859046 scopus 로고    scopus 로고
    • Regime change?. Enabling big data through Europe's new data protection regulation
    • Spring
    • Mayer-Schönberger, V., and Padova, Y. 2016. Regime Change?. Enabling Big Data Through Europe's New Data Protection Regulation. The Columbia Science & Technology Law Review 17(1)(Spring): 315-335
    • (2016) The Columbia Science & Technology Law Review , vol.17 , Issue.1 , pp. 315-335
    • Mayer-Schönberger, V.1    Padova, Y.2
  • 34
    • 0016264378 scopus 로고
    • Judgment under uncertainty: Heuristics and biases
    • Tversky, A., and Kahneman, D. 1974. Judgment Under Uncertainty: Heuristics and Biases. Science 185(4157): 1124 1131. doi. org/10.1126/science.185.4157.112
    • (1974) Science , vol.185 , Issue.4157 , pp. 11241131
    • Tversky, A.1    Kahneman, D.2


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