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20122026
most citedAI-Augmented Business Process Management Systems: A Research Manifesto

145 citations · 360 across the 54 of their papers we have counts for

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22 papers · 1 filter

cs.AI2026

On the Hybrid Nature of ABPMS Process Frames and its Implications on Automated Process Discovery

Anti Alman, Izack Cohen, Avigdor Gal +2

A core component of any AI-Augmented Business Process Management System (ABPMS) is the process frame, which gives the system process-awareness and defines its maximal behavioral bo…

cs.AI2024

Conformance Checking of Fuzzy Logs against Declarative Temporal Specifications

Ivan Donadello, Paolo Felli, Craig Innes +2

Traditional conformance checking tasks assume that event data provide a faithful and complete representation of the actual process executions. This assumption has been recently que…

cs.AI2023★ 1 cited

A Semantic Approach to Decidability in Epistemic Planning (Extended Version)

Alessandro Burigana, Paolo Felli, Marco Montali +1

The use of Dynamic Epistemic Logic (DEL) in multi-agent planning has led to a widely adopted action formalism that can handle nondeterminism, partial observability and arbitrary kn…

cs.AI2023

DELPHIC: Practical DEL Planning via Possibilities (Extended Version)

Alessandro Burigana, Paolo Felli, Marco Montali

Dynamic Epistemic Logic (DEL) provides a framework for epistemic planning that is capable of representing non-deterministic actions, partial observability, higher-order knowledge a…

cs.AI2022★ 1 cited

Relational Action Bases: Formalization, Effective Safety Verification, and Invariants (Extended Version)

Silvio Ghilardi, Alessandro Gianola, Marco Montali +1

Modeling and verification of dynamic systems operating over a relational representation of states are increasingly investigated problems in AI, Business Process Management, and Dat…

cs.AI2022

Conformance Checking with Uncertainty via SMT (Extended Version)

Paolo Felli, Alessandro Gianola, Marco Montali +2

Logs of real-life processes often feature uncertainty pertaining the recorded timestamps, data values, and/or events. We consider the problem of checking conformance of uncertain l…