Foundations of data-aware process analysis: a database theory perspective

D Calvanese, G De Giacomo, M Montali - Proceedings of the 32nd ACM …, 2013 - dl.acm.org
In this work we survey the research on foundations of data-aware (business) processes that
has been carried out in the database theory community. We show that this community has …

Verification and monitoring for first-order LTL with persistence-preserving quantification over finite and infinite traces

D Calvanese, G De Giacomo, M Montali… - IJCAI International Joint …, 2022 - iris.uniroma1.it
We address the problem of model checking first-order dynamic systems where new objects
can be injected in the active domain during execution. Notable examples are systems …

Modeling and reasoning over declarative data-aware processes with object-centric behavioral constraints

A Artale, A Kovtunova, M Montali… - … Conference, BPM 2019 …, 2019 - Springer
Existing process modeling notations ranging from Petri nets to BPMN have difficulties
capturing the data manipulated by processes. Process models often focus on the control …

SMT safety verification of ontology-based processes

D Calvanese, A Gianola, A Mazzullo… - Proceedings of the AAAI …, 2023 - ojs.aaai.org
In the context of verification of data-aware processes, a formal approach based on
satisfiability modulo theories (SMT) has been considered to verify parameterised safety …

Safety verification and universal invariants for relational action bases

S Ghilardi, A Gianola, M Montali, A Rivkin - Proceedings of the Thirty …, 2023 - air.unimi.it
Modeling and verification of dynamic systems operating over a relational representation of
states are increasingly investigated problems in AI, Business Process Management and …

[HTML][HTML] First-order μ-calculus over generic transition systems and applications to the situation calculus

D Calvanese, G De Giacomo, M Montali… - Information and …, 2018 - Elsevier
We consider μ L, μ L a, and μ L p, three variants of the first-order μ-calculus studied in
verification of data-aware processes, that differ in the form of quantification on objects across …

Linear-Time Verification of Data-Aware Processes Modulo Theories via Covers and Automata

A Gianola, M Montali, S Winkler - … of the AAAI Conference on Artificial …, 2024 - ojs.aaai.org
The need to model and analyse dynamic systems operating over complex data is ubiquitous
in AI and neighboring areas, in particular business process management. Analysing such …

[PDF][PDF] Logic meets Probability: Towards Explainable AI Systems for Uncertain Worlds.

V Belle - IJCAI, 2017 - ijcai.org
Logical AI is concerned with formal languages to represent and reason with qualitative
specifications; statistical AI is concerned with learning quantitative specifications from data …

Ontology-mediated probabilistic model checking

C Dubslaff, P Koopmann, AY Turhan - International Conference on …, 2019 - Springer
Probabilistic model checking (PMC) is a well-established method for the quantitative
analysis of dynamic systems. Description logics (DLs) provide a well-suited formalism to …

Current and future challenges in knowledge representation and reasoning

JP Delgrande, B Glimm, T Meyer… - arxiv preprint arxiv …, 2023 - arxiv.org
Knowledge Representation and Reasoning is a central, longstanding, and active area of
Artificial Intelligence. Over the years it has evolved significantly; more recently it has been …