3 papers
cs.AI2025
The WHY in Business Processes: Unification of Causal Process Models
Yuval David, Fabiana Fournier, Lior Limonad +1
Causal reasoning is essential for business process interventions and improvement, requiring a clear understanding of causal relationships among activity execution times in an event…
cs.AI2025
How well can a large language model explain business processes as perceived by users?
Dirk Fahland, Fabiana Fournier, Lior Limonad +2
Large Language Models (LLMs) are trained on a vast amount of text to interpret and generate human-like textual content. They are becoming a vital vehicle in realizing the vision of…
cs.AI2024
The WHY in Business Processes: Discovery of Causal Execution Dependencies
Fabiana Fournier, Lior Limonad, Inna Skarbovsky +1
Unraveling the causal relationships among the execution of process activities is a crucial element in predicting the consequences of process interventions and making informed decis…