Why Does the AI Say That I Am Too Far Away from the Job Market?

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dc.contributor.authorBerman, Alexander
dc.date.accessioned2023-10-30T14:23:41Z
dc.date.available2023-10-30T14:23:41Z
dc.date.issued2023
dc.description.abstractAs artificial intelligence (AI) is increasingly being deployed in various domains such as healthcare (Qayyum et al., 2021), finance (Dastile, Celik & Potsane, 2020) and public welfare (Saxena et al., 2020; Carney, 2020), there is a growing need for understanding how stakeholders are affected by AI (Vaassen, 2022) and how to design and present explanations of AI-based decisions in ways that humans can understand and use (Miller, 2019). This paper contributes to these efforts by examining an AI-based decision-support system (DSS) launched by the Swedish Public Employment Service (PES) in 2020. Specifically, the study investigates to what extent the studied system enables affected jobseekers to understand the basis of AI-assisted decisions, to negotiate or contest dispreferred decisions, and to use the AI as a tool for increasing their job chances.
dc.description.sponsorshipThis work has been funded by the Federal Ministry of Education and Research of Germany (BMBF) (grant no.: 16DII121, 16DII122, 16DII123, 16DII124, 16DII125, 16DII126, 16DII127, 16DII128 – “Deutsches Internet-Institut”).
dc.identifier.citationBerman, A. (2023). Why Does the AI Say That I Am Too Far Away from the Job Market? Weizenbaum Conference Proceedings 2023. AI, Big Data, Social Media, and People on the Move, 12–22. https://doi.org/10.34669/wi.cp/5.2
dc.identifier.doihttps://doi.org/10.34669/wi.cp/5.2
dc.identifier.issn2510-7666
dc.identifier.urihttps://doi.org/10.34669/wi.cp/5.2
dc.identifier.urihttps://www.weizenbaum-library.de/handle/id/393
dc.language.isoeng
dc.publisherWeizenbaum Institute
dc.relation.ispartofhttps://doi.org/10.34669/wi.cp/5
dc.relation.ispartofseriesWeizenbaum Conference Proceedings
dc.rightsopen access
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/
dc.subjectPublic Employment Services
dc.subjectDecision-Support Systems
dc.subjectExplainability
dc.subjectMachine Learning
dc.subjectArtificial Intelligence
dc.subjectExplainable Artificial Intelligence
dc.subject.ddc004 Informatik
dc.titleWhy Does the AI Say That I Am Too Far Away from the Job Market?
dc.typeConferencePaper
dc.type.statuspublishedVersion
dcmi.typeText
dcterms.bibliographicCitation.originalpublisherplaceBerlin
dcterms.bibliographicCitation.pageend22
dcterms.bibliographicCitation.pagestart12
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Proceedings of the Weizenbaum Conference 2023. AI, Big Data, Social Media and People on the Move