Verlagslink DOI: 10.3233/faia231146
Titel: Towards a definition of a responsible artificial intelligence
Sprache: Englisch
Autorenschaft: Göllner, Sabrina 
Tropmann-Frick, Marina  
Brumen, Boštjan 
Herausgeber*In: Tropmann-Frick, Marina  
Jaakkola, Hannu 
Thalheim, Bernhard 
Kiyoki, Yasushi 
Yoshida, Naofumi 
Schlagwörter: Structured Literature Review; Artificial Intelligence; Responsible AI; Privacy-preserving AI; Explainable AI; Ethical AI; Trustworthy AI
Erscheinungsdatum: 2024
Verlag: IOS Press
Buchtitel: Information Modelling and Knowledge Bases XXXV
Teil der Schriftenreihe: Frontiers in artificial intelligence and applications : FAIA 
Bandangabe: 380
Anfangsseite: 40
Endseite: 56
Konferenz: International Conference on Informationen Modeling and Knowlege Bases 2023 
Zusammenfassung: 
Our investigation seeks to enhance the understanding of responsible artificial intelligence. The EU is deeply engaged in discussions concerning AI trustworthiness and has released several relevant documents. It’s crucial to remember that while AI offers immense benefits, it also poses risks, necessitating global oversight. Moreover, there’s a need for a framework that helps enterprises align their AI development with these international standards. This research will aid both policymakers and AI developers in anticipating future challenges and prioritizing their efforts. In our study, we delve into the essence of responsible AI and, to our understanding, introduce a comprehensive definition of the term. Through a thorough literature review, we pinpoint the prevailing trends surrounding responsible AI. Using insights from our analysis, we’ve also deliberated on a prospective framework for responsible AI. Our findings emphasize that human-centeredness should prioritized. This entails adopting AI techniques that prioritize ethical considerations, explainability of models, and aspects like privacy, security, and trustworthiness.
URI: https://hdl.handle.net/20.500.12738/20246
ISBN: 978-1-64368-477-2
978-1-64368-476-5
ISSN: 1879-8314
Begutachtungsstatus: Diese Version wurde begutachtet (fachspezifisches Begutachtungsverfahren)
Einrichtung: Department Informatik 
Forschungs- und Transferzentrum Smart Systems 
Fakultät Technik und Informatik 
Dokumenttyp: Konferenzveröffentlichung
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Diese Ressource wurde unter folgender Copyright-Bestimmung veröffentlicht: Lizenz von Creative Commons Creative Commons