Causal models for specifying requirements in industrial ML-based software: A case study

•Based on the results of a series of workshops with industrial practitioners, this study proposes the use of causal models as a supplement to natural language requirements for specifying software with ML components.•The paper provides a demonstration of a proposed causality-driven development concep...

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