A Conceptual Framework for Explainability Requirements in Software-Intensive Systems
Marcello M. Bersani,
Matteo Camilli,
Livia Lestingi
et al.
Abstract:Software-intensive systems include enterprise systems, IoT systems, cyber-physical systems, and industrial control systems where software plays a vital role. In such systems, the software is increasingly responsible for autonomous decisionmaking. However, trust can be hindered by the black-box nature of these systems, whose autonomous decisions may be confusing or even dangerous for humans. Thus, explainability emerges as a crucial non-functional property to achieve transparency and increase the understanding … Show more
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