Enriched modeling and reasoning on business processes with ontologies and answer set programming

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Abstract

Domain ontologies may provide the proper level of abstraction in modeling semantic constraints and business rules in BPM; in fact, ontologies are intended to define terminologies to be shared within and across organizations and reused in different applications. In this paper we show how Answer Set Programming (ASP), a powerful framework for declarative problem solving, can accommodate for domain ontologies in modeling and reasoning about Business Processes, especially for process verification. Description Logics (DLs) provide the formal counterpart of ontologies, and in our approach knowledge on the process domain is expressed in a low-complexity DL. Terms from the ontology can be used in embedding business rules in the model as well as in expressing constraints that should be verified to achieve compliance by design. Causal rules for reasoning on side-effects of activities in the process domain can be derived, based on knowledge expressed in the DL. We show how ASP can accommodate them, relying on a reasoning about actions and change approach, for process analysis, and, in particular, for verifying formulas in temporal logic.

Lingua originaleInglese
Titolo della pubblicazione ospiteBusiness Process Management Forum - BPM Forum 2018, Proceedings
EditorMarco Montali, Mathias Weske, Jan vom Brocke, Ingo Weber
EditoreSpringer Verlag
Pagine71-88
Numero di pagine18
ISBN (stampa)9783319986500
DOI
Stato di pubblicazionePubblicato - 2018
Evento16th International Conference on Business Process Management Forum, BPM Forum 2018 - Sydney, Australia
Durata: 9 set 201814 set 2018

Serie di pubblicazioni

NomeLecture Notes in Business Information Processing
Volume329
ISSN (stampa)1865-1348

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???event.eventtypes.event.conference???16th International Conference on Business Process Management Forum, BPM Forum 2018
Paese/TerritorioAustralia
CittàSydney
Periodo9/09/1814/09/18

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