Articles liés à The Societal Impacts of Algorithmic Decision-making
Synopsis
This book demonstrates the need for and the value of interdisciplinary research in addressing important societal challenges associated with the widespread use of algorithmic decision-making.
Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.
À propos de l?auteur
Manish Raghavan is the Drew Houston (2005) Career Development Professor at the MIT Sloan School of Management and Department of Electrical Engineering and Computer Science. His research focuses on how algorithms and algorithmic decision-making impact society in a variety of contexts including employment and online media. He is the recipient of the 2021 ACM Doctoral Dissertation Award.
Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.
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The Societal Impacts of Algorithmic Decision-Making
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The Societal Impacts of Algorithmic DecisionMaking
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Etat : New. Über den AutorManish Raghavan is the Drew Houston (2005) Career Development Professor at the MIT Sloan School of Management and Department of Electrical Engineering and Computer Science. His research focuses on how algorit. N° de réf. du vendeur 1123847480
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The Societal Impacts of Algorithmic Decision-making (Acm Books)
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The Societal Impacts of Algorithmic Decision-Making
Edité par
Association of Computing Machinery,U.S., US, 2023
ISBN 13 : 9798400708619
Neuf
Couverture rigide
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Hardback. Etat : New. This book demonstrates the need for and the value of interdisciplinary research in addressing important societal challenges associated with the widespread use of algorithmic decision-making. Algorithms are increasingly being used to make decisions in various domains such as criminal justice, medicine, and employment. While algorithmic tools have the potential to make decision-making more accurate, consistent, and transparent, they pose serious challenges to societal interests. For example, they can perpetuate discrimination, cause representational harm, and deny opportunities.The Societal Impacts of Algorithmic Decision-Making presents several contributions to the growing body of literature that seeks to respond to these challenges, drawing on techniques and insights from computer science, economics, and law. The author develops tools and frameworks to characterize the impacts of decision-making and incorporates models of behavior to reason about decision-making in complex environments. These technical insights are leveraged to deepen the qualitative understanding of the impacts of algorithms on problem domains including employment and lending.The social harms of algorithmic decision-making are far from being solved. While easy solutions are not presented here, there are actionable insights for those who seek to deploy algorithms responsibly. The research presented within this book will hopefully contribute to broader efforts to safeguard societal values while still taking advantage of the promise of algorithmic decision-making. N° de réf. du vendeur LU-9798400708619
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The Societal Impacts of Algorithmic Decision-making (Acm Books)
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The Societal Impacts of Algorithmic Decision-Making
Edité par
Association of Computing Machinery,U.S., US, 2023
ISBN 13 : 9798400708619
Neuf
Couverture rigide
Vendeur : Rarewaves.com USA, London, LONDO, Royaume-Uni
Évaluation du vendeur 5 sur 5 étoiles
Hardback. Etat : New. This book demonstrates the need for and the value of interdisciplinary research in addressing important societal challenges associated with the widespread use of algorithmic decision-making. Algorithms are increasingly being used to make decisions in various domains such as criminal justice, medicine, and employment. While algorithmic tools have the potential to make decision-making more accurate, consistent, and transparent, they pose serious challenges to societal interests. For example, they can perpetuate discrimination, cause representational harm, and deny opportunities.The Societal Impacts of Algorithmic Decision-Making presents several contributions to the growing body of literature that seeks to respond to these challenges, drawing on techniques and insights from computer science, economics, and law. The author develops tools and frameworks to characterize the impacts of decision-making and incorporates models of behavior to reason about decision-making in complex environments. These technical insights are leveraged to deepen the qualitative understanding of the impacts of algorithms on problem domains including employment and lending.The social harms of algorithmic decision-making are far from being solved. While easy solutions are not presented here, there are actionable insights for those who seek to deploy algorithms responsibly. The research presented within this book will hopefully contribute to broader efforts to safeguard societal values while still taking advantage of the promise of algorithmic decision-making. N° de réf. du vendeur LU-9798400708619
Quantité disponible : 2 disponible(s)
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The Societal Impacts of Algorithmic Decision-Making
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The Societal Impacts of Algorithmic Decision-Making
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The Societal Impacts of Algorithmic Decision-Making
Vendeur : GreatBookPricesUK, Woodford Green, Royaume-Uni
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Etat : As New. Unread book in perfect condition. N° de réf. du vendeur 46911371
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