Author’s Response: Opacity and Complexity of Learning Black Boxes
Elena Esposito
Log in to download the full text for free
> Citation
> Similar
> References
> Add Comment
Abstract
Abstract: Non-transparent machine learning algorithms can be described as non-trivial machines that do not have to be understood, but controlled as communication partners. From the perspective of sociological systems theory, the normative component of control should be addressed with a critical attitude, observing what is normal as improbable.
Citation
Esposito E. (2021) Author’s response: Opacity and complexity of learning black boxes. Constructivist Foundations 16(3): 377–380. https://constructivist.info/16/3/377
Export article citation data:
Plain Text ·
BibTex ·
EndNote ·
Reference Manager (RIS)
References
Burrell J. (2016) How the machine “thinks”: Understanding opacity in machine learning algorithms. Big Data & Society 1: 1–12.
▸︎ Google︎ Scholar
Foerster H. von (1985) Cibernetica ed epistemologia: Storia e prospettive [Cybernetics and epistemology: History and perspectives]. In: Bocchi G. & Ceruti M. (eds.) La sfida della complessità. Feltrinelli, Milano: 112–140.
▸︎ Google︎ Scholar
Harcourt B. E. (2007) Against prediction: Profiling, policing, and punishing in an actuarial age. University of Chicago Press, Chicago.
▸︎ Google︎ Scholar
Langville A. N. & Meyer C. D. (2006) Google’s PageRank and beyond: The science of search engine rankings. Princeton University Press, Princeton NJ.
▸︎ Google︎ Scholar
Luhmann N. (1984) Soziale systeme. Suhrkamp, Frankfurt am Main. English translation: Luhmann N. (1995) Social systems. Stanford University Press, Stanford CA.
▸︎ Google︎ Scholar
Luhmann N. (1993) “Was ist der Fall?” und “Was steckt dahinter?” – Die zwei Soziologien und die Gesellschaftstheorie [“What is the case?” and “What’s behind it?” – The two sociologies and the social theory]. Zeitschrift für Soziologie 22(4): 245–260.
▸︎ Google︎ Scholar
Pasquale F. (2015) The black box society: The secret algorithms that control money and information. Harvard University Press, Cambridge MA.
▸︎ Google︎ Scholar
Perrow C. (1984) Normal accidents: Living with high-risk technologies. Basic Books, New York.
▸︎ Google︎ Scholar
Comments: 0
To stay informed about comments to this publication and post comments yourself, please log in first.