The Societal Impacts of Algorithmic Decision-Making
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- Hardcover
- Taschenbuch ausgewählt
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Sprache:Englisch
Fr. 115.00
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Beschreibung
Produktdetails
Einband
Taschenbuch
Erscheinungsdatum
08.09.2023
Verlag
ACM BooksSeitenzahl
364
Maße (L/B/H)
23.5/19.1/2 cm
Gewicht
683 g
Sprache
Englisch
EAN
9798400708596
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.
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