Blind Spots in AI: the Role of Serendipity and Equity in Algorithm-Based Decision-Making

Cora van Leeuwen; Annelien Smets; An Jacobs; Pieter Ballon

doi:10.1145/3468507.3468514

Blind Spots in AI: the Role of Serendipity and Equity in Algorithm-Based Decision-Making

Vertaalde titel van de bijdrage: Blind Spots in AI: de Rol van Serendipiteit and Equity in Algoritmische Beslissingen

Cora van Leeuwen, Annelien Smets, An Jacobs, Pieter Ballon

Onderzoeksoutput: Article › peer review

Samenvatting

Algoritmische Beslissingen Systemen (DSS) worden steed meer gebruikt om de juiste informatie te verkrijgen op het juiste moment. Serendipiteit wordt gezien als een oplossing om te verzekeren dat de informatievergaring breed en interessant blijft. Maar alleen voor serendipiteit ontwerpen is niet genoeg om historische discriminatie aan te pakken die mogelijk invloed heeft op het DSS. Daarom stellen wij voor om ook voor equity te gebruiken wanneer voor serendipiteit wordt ontworpen.

Vertaalde titel van de bijdrage	Blind Spots in AI: de Rol van Serendipiteit and Equity in Algoritmische Beslissingen
Originele taal-2	English
Pagina's (van-tot)	42-49
Aantal pagina's	7
Tijdschrift	SIGKDD Explorations
Volume	23
Nummer van het tijdschrift	1
DOI's	https://doi.org/10.1145/3468507.3468514
Status	Published - 31 mei 2021

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10.1145/3468507.3468514Licentie: CC BY-NC

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title = "Blind Spots in AI: the Role of Serendipity and Equity in Algorithm-Based Decision-Making",

abstract = "Decisions support systems (DSS) are used more and more to offer right information at the right time. Serendipity has been pro- posed to ensure that the experience is broad and engaging. However, only designing for serendipity might not be enough to avoid historical discrimination affecting your DSS. For this reason we argue to include equity when designing for serendipity.",

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Blind Spots in AI: the Role of Serendipity and Equity in Algorithm-Based Decision-Making

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