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The Cost of Fairness in AI: Evidence from E-Commerce

von Zahn, Moritz; Feuerriegel, Stefan; Kuehl, Niklas - In: Business & Information Systems Engineering 64 (2021) 3, pp. 335-348

Contemporary information systems make widespread use of artificial intelligence (AI). While AI offers various benefits, it can also be subject to systematic errors, whereby people from certain groups (defined by gender, age, or other sensitive attributes) experience disparate outcomes. In many...

Persistent link: https://www.econbiz.de/10014501452

Machine Learning im Logistikmanagement: Entwicklung eines Gestaltungsansatzes zum Einsatz von ML-Anwendungen in logistischen Entscheidungsprozessen

Weinke, Manuel - 2023

Als ein Teilbereich der Künstlichen Intelligenz stellt Machine Learning (ML) eine Schüsseltechnologie des 21. Jahrhunderts dar. Unter Nutzung der mathematisch-statistischen Verfahren sind technische Systeme realisierbar, die anhand von Daten eigenständig empirische Zusammenhänge erkennen und...

Persistent link: https://www.econbiz.de/10014433975

Implikationen von Machine Learning auf das Datenmanagement in Unternehmen

Kessler, René; Gómez, Jorge Marx - In: HMD Praxis der Wirtschaftsinformatik 57 (2020) 1, pp. 89-105

Machine Learning ist ein Forschungsfeld mit großen Potenzialen und weitreichenden Anwendungspotenzialen. Big Data kann dabei als Enabler angesehen werden, da große und qualitativ hochwertige Daten stets die Grundlage für erfolgreiche Machine Learning-Algorithmen und -Modelle darstellen....

Persistent link: https://www.econbiz.de/10014504476

Diversification and the banks' risk-return-characteristics: evidence from loan portfolios of German banks

Behr, Andreas; Kamp, Andreas; Memmel, Christoph; … - 2007

Banks face a tradeoff between diversifying and focusing their loan portfolio. In this paper we carry out an empirical study for the German market to shed light on the question whether or not the benefits of risk sharing outweigh those of specialization. We use data from the Bundesbank's...

Persistent link: https://www.econbiz.de/10010295924

Do specialization benefits outweigh concentration risks in credit portfolios of German banks?

Böve, Rolf; Düllmann, Klaus; Pfingsten, Andreas - 2010

Lending specialization on certain industry sectors can have opposing effects on monitoring (including screening) abilities and on the sectoral concentration risk of a credit portfolio. In this paper, we examine in the first part if monitoring abilities of German cooperative banks and savings...

Persistent link: https://www.econbiz.de/10010303636

Incorporating the dynamics of leverage into default prediction

Löffler, Gunter; Maurer, Alina - 2009

A firm's current leverage ratio is one of the core characteristics of credit quality used in statistical default prediction models. Based on the capital structure literature, which shows that leverage is mean-reverting to a target leverage, we forecast future leverage ratios and include them in...

Persistent link: https://www.econbiz.de/10010263767

Avoiding the rating bounce: Why rating agencies are slow to react to new information

Löffler, Gunter - 2002

Rating agencies state that they take a rating action only when it is unlikely to be reversed shortly afterwards. Based on a formal representation of the rating process, I show that such a policy provides a good explanation for the empirical evidence: Rating changes occur relatively seldom,...

Persistent link: https://www.econbiz.de/10010316237

Shall we kill or enslave Caesar? Analyzing the Caesar model

Jasso, Guillermina - 2008

paper presents a model of killing versus enslaving Caesar, based on a new theory which unifies justice, status, and power … of societies - justice-nonmaterialistic, status, and power-nonmaterialistic. Results cover members' gains, effects of own … killed only in a justice-nonmaterialistic society, and from the noblest of motives - to achieve equal gains for members. …

Persistent link: https://www.econbiz.de/10010268571

Gerechtigkeit in Gesundheitssystemen aus ökonomischer Perspektive

Schreyögg, Jonas - 2003

implicitly assume that countries have a universal understanding of justice. But this assumption is rather questionable. With … regard to the existing cultural differences in the understanding of justice the transferability of elements of health care … systems is not always given. A transfer usually requires a thorough examination of the ideas of justice in each country. This …

Persistent link: https://www.econbiz.de/10010300530

Exploitation as the unequal exchange of labour: An axiomatic approach

Yoshihara, Naoki; Veneziani, Roberto - 2009

Roemer's (1982, 1988) classical approach and all the crucial insights of exploitation theory are generalised, proving that …

Persistent link: https://www.econbiz.de/10010280738

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