Modeling uncertainty in declarative artifact-centric process models

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2 Citaten (Scopus)
9 Downloads (Pure)

Samenvatting

Many knowledge-intensive processes are driven by business entities about which knowledge workers make decisions and to which they add information. Artifact-centric process models have been proposed to represent such knowledge-intensive processes. Declarative artifact-centric process models use business rules that define how knowledge experts can make progress in a process. However, in many business situations knowledge experts have to deal with uncertainty and vagueness. Currently, how to deal with such situations cannot be expressed in declarative artifact-centric process models. We propose the use of fuzzy logic to model uncertainty. We use Guard-Stage-Milestone schemas as declarative artifact-centric process notation and we extend them with fuzzy sentries. We explain how the resulting fuzzy GSM schemas can be evaluated by extending an existing GSM engine with a tool for fuzzy evaluation of rules. We evaluate fuzzy GSM schemas by applying them to an existing fragment of regulations for handling a mortgage contract.
Originele taal-2Engels
TitelBusiness Process Management Workshops - BPM 2018 International Workshops, Revised Papers
SubtitelBPM 2018 International Workshops, Sydney, NSW, Australia, September 9-14, 2018, Revised Papers
RedacteurenFlorian Daniel, Quan Z. Sheng, Hamid Motahari
Plaats van productieBerlin
UitgeverijSpringer
Hoofdstuk22
Pagina's281-293
Aantal pagina's13
ISBN van elektronische versie978-3-030-11641-5
ISBN van geprinte versie978-3-030-11640-8
DOI's
StatusGepubliceerd - 29 jan 2019

Publicatie series

NaamLecture Notes in Business Information Processing
Volume342
ISSN van geprinte versie1865-1348

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Citeer dit

Eshuis, R., & Firat, M. (2019). Modeling uncertainty in declarative artifact-centric process models. In F. Daniel, Q. Z. Sheng, & H. Motahari (editors), Business Process Management Workshops - BPM 2018 International Workshops, Revised Papers: BPM 2018 International Workshops, Sydney, NSW, Australia, September 9-14, 2018, Revised Papers (blz. 281-293). (Lecture Notes in Business Information Processing; Vol. 342). Berlin: Springer. https://doi.org/10.1007/978-3-030-11641-5_22