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Auflistung nach Schlagwort "Decision making"

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  • Zeitschriftenartikel
    Companion-Technology for Cognitive Technical Systems
    (KI - Künstliche Intelligenz: Vol. 30, No. 1, 2016) Biundo, Susanne; Wendemuth, Andreas
    We introduce the Transregional Collaborative Research Centre “Companion-Technology for Cognitive Technical Systems”—a cross-disciplinary endeavor towards the development of an enabling technology for Companion-systems. These systems completely adjust their functionality and service to the individual user. They comply with his or her capabilities, preferences, requirements, and current needs and adapt to the individual’s emotional state and ambient conditions. Companion-like behavior of technical systems is achieved through the investigation and implementation of cognitive abilities and their well-orchestrated interplay.
  • Zeitschriftenartikel
    Radiologists’ Usage of Diagnostic AI Systems
    (Business & Information Systems Engineering: Vol. 64, No. 3, 2021) Jussupow, Ekaterina; Spohrer, Kai; Heinzl, Armin
    While diagnostic AI systems are implemented in medical practice, it is still unclear how physicians embed them in diagnostic decision making. This study examines how radiologists come to use diagnostic AI systems in different ways and what role AI assessments play in this process if they confirm or disconfirm radiologists’ own judgment. The study draws on rich qualitative data from a revelatory case study of an AI system for stroke diagnosis at a University Hospital to elaborate how three sensemaking processes revolve around confirming and disconfirming AI assessments. Through context-specific sensedemanding, sensegiving, and sensebreaking, radiologists develop distinct usage patterns of AI systems. The study reveals that diagnostic self-efficacy influences which of the three sensemaking processes radiologists engage in. In deriving six propositions, the account of sensemaking and usage of diagnostic AI systems in medical practice paves the way for future research.