Retrieval and recommendation systems at the crossroads of artificial intelligence, ethics, and regulation

Schedl, Markus; Gómez Gutiérrez, Emilia, 1975-; Lex, Elisabeth

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dc.contributor.author	Schedl, Markus
dc.contributor.author	Gómez Gutiérrez, Emilia, 1975-
dc.contributor.author	Lex, Elisabeth
dc.date.accessioned	2023-02-07T07:13:19Z
dc.date.available	2023-02-07T07:13:19Z
dc.date.issued	2022
dc.identifier.citation	Schedl M, Gómez E, Lex E. Retrieval and recommendation systems at the crossroads of artificial intelligence, ethics, and regulation. In: SIGIR '22: Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval; 2022 Jul 11-15; Madrid, Spain. New York: Association for Computing Machinery; 2022. p. 3420-4. DOI: 10.1145/3477495.3532683
dc.identifier.uri	http://hdl.handle.net/10230/55651
dc.description	Comunicació presentada a: SIGIR ’22 celebrat del 11 a 15 de juliol de 2022 a Madrid, Espanya.
dc.description.abstract	This tutorial aims at providing its audience an interdisciplinary overview about the topics of fairness and non-discrimination, diversity, and transparency of AI systems, tailored to the research fields of information retrieval and recommender systems. By means of this tutorial, we would like to equip the mostly technical audience of SIGIR with the necessary understanding of the ethical implications of their research and development on the one hand, and of recent political and legal regulations that address the aforementioned challenges on the other hand.
dc.description.sponsorship	This work received financial support by the Austrian Science Fund (FWF): P33526 and DFH-23, by the State of Upper Austria and the Federal Ministry of Education, Science, and Research, through grant LIT-2020-9-SEE-113, and by the European Commission: HUMAINT project, Digital Economy Unit, Joint Research Centre.
dc.format.mimetype	application/pdf
dc.language.iso	eng
dc.publisher	ACM Association for Computer Machinery
dc.relation.ispartof	SIGIR '22: Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval; 2022 Jul 11-15; Madrid, Spain. New York: Association for Computing Machinery; 2022. p. 3420-4.
dc.relation.isreferencedby	https://github.com/socialcomplab/Retrieval-RecSys-AI-Ethics-Regulation-Tutorial-SIGIR22
dc.rights	© 2022 Copyright held by the owner/author(s). Publication rights licensed to ACM.
dc.title	Retrieval and recommendation systems at the crossroads of artificial intelligence, ethics, and regulation
dc.type	info:eu-repo/semantics/conferenceObject
dc.identifier.doi	http://dx.doi.org/10.1145/3477495.3532683
dc.subject.keyword	recommender systems
dc.subject.keyword	information retrieval
dc.subject.keyword	ethics
dc.subject.keyword	fairness
dc.subject.keyword	nondiscrimination
dc.subject.keyword	diversity
dc.subject.keyword	transparency
dc.subject.keyword	regulation
dc.rights.accessRights	info:eu-repo/semantics/openAccess
dc.type.version	info:eu-repo/semantics/publishedVersion