Algorithm aversion: Difference between revisions

Revision as of 12:42, 9 September 2021

Revision as of 12:42, 9 September 2021

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{{AfC submission|t||ts=20210908160922|u=Clementjd2|ns=118|demo=}}<!-- Important, do not remove this line before article has been created. -->

'''Algorithm aversion''' is "biased assessment of an algorithm which manifests in negative behaviours and attitudes towards the algorithm compared to a human agent."<ref name=":0">{{Cite journal|last1=Jussupow|first1=Ekaterina|last2=Benbasat|first2=Izak|last3=Heinzl|first3=Armin|date=2020|title=Why Are We Averse Towards Algorithms ? A Comprehensive Literature Review on Algorithm Aversion|url=https://aisel.aisnet.org/ecis2020_rp/168/|journal=Twenty-Eighth European Conference on Information Systems (ECIS2020)|pages=1–16}}</ref> It describes a phenomenon where humans reject advice from an algorithm in a case where they would accept the same advice if they thought it was coming from another human.

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== Proposed Factors Influencing Algorithm Aversion ==

Various frameworks have been proposed to explain the causes for algorithm aversion and techniques or system features that might help reduce aversion.<ref name=":0" /><ref>{{Cite journal|last1=Burton|first1=Jason W.|last2=Stein|first2=Mari-Klara|last3=Jensen|first3=Tina Blegind|date=2020|title=A systematic review of algorithm aversion in augmented decision making|url=https://onlinelibrary.wiley.com/doi/abs/10.1002/bdm.2155|journal=Journal of Behavioral Decision Making|language=en|volume=33|issue=2|pages=220–239|doi=10.1002/bdm.2155|issn=1099-0771}}</ref>

=== Decision control (Role of the "Human in the Loop") ===

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== References ==

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{{reflist}}

[[Category:Algorithmic information theory]]

{{AfC submission|||ts=20210908161830|u=Clementjd2|ns=118}}

[[Category:Psychological anthropology]]