Quotation Di Ciccio, Claudio, Ekaputra, Fajar J., Cecconi, Alessio, Ekelhart, Andreas, Kiesling, Elmar. 2019. Finding Non-compliances with Declarative Process Constraints Through Semantic Technologies. In International Conference on Advanced Information Systems Engineering Forum, CAiSE 2019 Forum, Rome, Italy, Hrsg. Cinzia Cappiello, Marcela Ruiz, 60-74. Rome, Italy: Springer, Cham.


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Abstract

Business process compliance checking enables organisations to assess whether their processes fulfil a given set of constraints, such as regulations, laws, or guidelines. Whilst many process analysts still rely on ad-hoc, often handcrafted per-case checks, a variety of constraint languages and approaches have been developed in recent years to provide automated compliance checking. A salient example is Declare, a well-established declarative process specification language based on temporal logics. Declare specifies the behaviour of processes through temporal rules that constrain the execution of tasks. So far, however, automated compliance checking approaches typically report compliance only at the aggregate level, using binary evaluations of constraints on execution traces. Consequently, their results lack granular information on violations and their context, which hampers auditability of process data for analytic and forensic purposes. To address this challenge, we propose a novel approach that leverages semantic technologies for compliance checking. Our approach proceeds in two stages. First, we translate Declare templates into statements in SHACL, a graph-based constraint language. Then, we evaluate the resulting constraints on the graph-based, semantic representation of process execution logs. We demonstrate the feasibility of our approach by testing its implementation on real-world event logs. Finally, we discuss its implications and future research directions.

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Publication's profile

Status of publication Published
Affiliation WU
Type of publication Contribution to conference proceedings
WU-Journal-Rating new STRAT-C
Language English
Title Finding Non-compliances with Declarative Process Constraints Through Semantic Technologies
Title of whole publication International Conference on Advanced Information Systems Engineering Forum, CAiSE 2019 Forum, Rome, Italy
Editor Cinzia Cappiello, Marcela Ruiz
Page from 60
Page to 74
Location Rome, Italy
Publisher Springer, Cham
Year 2019
URL https://doi.org/10.1007/978-3-030-21297-1_6
Open Access N

Associations

Projects
RISE_BPM
Cyber-Physical Social Systems for City-wide Infrastructures
People
Di Ciccio, Claudio (Details)
Cecconi, Alessio (Details)
External
Ekaputra, Fajar J. (TU Wien, Austria)
Ekelhart, Andreas (TU Wien, Austria)
Kiesling, Elmar (TU Wien, Austria)
Organization
Applied Information Technology with Focus on IT in Organization (Details)
Research areas (Ă–STAT Classification 'Statistik Austria')
1105 Computer software (Details)
1108 Informatics (Details)
1109 Information and data processing (Details)
1112 Logistics (Details)
1122 Artificial intelligence (Details)
1161 Human-computer interaction (Details)
5306 Business data processing (Details)
5367 Management information systems (Details)
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