Die Künstliche Intelligenz (KI) gilt als Basistechnologie des 21. Jahrhunderts und führt, wenn auch in unterschiedlichen Geschwindigkeiten, zu drastischen Veränderungen in praktisch allen Industrien. Die Finanzbranche gehört dabei zu den Industrien, welche bereits heute mit am stärksten von...

Die Künstliche Intelligenz (KI) gilt als Basistechnologie des 21. Jahrhunderts und führt, wenn auch in unterschiedlichen Geschwindigkeiten, zu drastischen Veränderungen in praktisch allen Industrien. Die Finanzbranche gehört dabei zu den Industrien, welche bereits heute mit am stärksten von...

Artificial Intelligence (AI) and Machine Learning (ML) are currently hot topics in industry and business practice, while management-oriented research disciplines seem reluctant to adopt these sophisticated data analytics methods as research instruments. Even the Information Systems (IS)...

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 news, elaborated with the ”Natural Language Toolkit” that uses...

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 news, elaborated with the "Natural Language Toolkit" that uses machine...

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 about how an AI system weighs inputted information to produce individual...

Advances in Machine Learning (ML) led organizations to increasingly implement predictive decision aids intended to improve employees' decision-making performance. While such systems improve organizational efficiency in many contexts, they might be a double-edged sword when there is the danger of...

With free delivery of products virtually being a standard in E-commerce, product returns pose a major challenge for online retailers and society. For retailers, product returns involve significant transportation, labor, disposal, and administrative costs. From a societal perspective, product...