Auflistung LIF-SAFE Working Papers nach Autor "Hinz, Oliver"
Anzeige der Dokumente 1-3 von 3
-
Expl(AI)ned: The impact of explainable artificial intelligence on cognitive processes
Bauer, Kevin; Zahn, Moritzvon; Hinz, Oliver (2021-06-25)This paper explores the interplay of feature-based explainable AI (XAI) techniques, information processing, and human beliefs. Using a novel experimental protocol, we study the impact of providing users with explanations ... -
Machine Learning Sentiment Analysis, Covid-19 News and Stock Market Reactions
Costola, Michele; Nofer, Michael; Hinz, Oliver; Pelizzon, Loriana (2020-09-15)The possibility to investigate the impact of news on stock prices has observed a strong evolution thanks to the recent use of natural language processing (NLP) in finance and economics. In this paper, we investigate COVID-19 ... -
The Economic Consequences of Algorithmic Discrimination: Theory and Empirical Evidence
Bauer, Kevin; Pfeuffer, Nicolas; Abdel-Karim, Benjamin M.; Hinz, Oliver; Kosfeld, Michael (2020-12-09)Using a novel theoretical framework and data from a comprehensive field study we conducted over a period of three years, we outline the causal effects of algorithmic discrimination on economic efficiency and social welfare ...