Foundations of data-aware process analysis: a database theory perspective
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 …
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
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 …
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
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 …
capturing the data manipulated by processes. Process models often focus on the control …
SMT safety verification of ontology-based processes
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 …
satisfiability modulo theories (SMT) has been considered to verify parameterised safety …
Safety verification and universal invariants for relational action bases
Modeling and verification of dynamic systems operating over a relational representation of
states are increasingly investigated problems in AI, Business Process Management and …
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
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 …
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
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 …
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 …
specifications; statistical AI is concerned with learning quantitative specifications from data …
Ontology-mediated probabilistic model checking
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 …
analysis of dynamic systems. Description logics (DLs) provide a well-suited formalism to …
Current and future challenges in knowledge representation and reasoning
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 …
Artificial Intelligence. Over the years it has evolved significantly; more recently it has been …