Log-based transactional workflow mining
Identifieur interne : 003931 ( Main/Exploration ); précédent : 003930; suivant : 003932Log-based transactional workflow mining
Auteurs : Walid Gaaloul [France] ; Khaled Gaaloul [Allemagne, France] ; Sami Bhiri [Irlande (pays)] ; Armin Haller [Irlande (pays)] ; Manfred Hauswirth [Irlande (pays)]Source :
- Distributed and Parallel Databases [ 0926-8782 ] ; 2009-06-01.
English descriptors
- KwdEn :
- mix :
Abstract
Abstract: A continuous evolution of business process parameters, constraints and needs, hardly foreseeable initially, requires a continuous design from the business process management systems. In this article we are interested in developing a reactive design through process log analysis ensuring process re-engineering and execution reliability. We propose to analyse workflow logs to discover workflow transactional behaviour and to subsequently improve and correct related recovery mechanisms. Our approach starts by collecting workflow logs. Then, we build, by statistical analysis techniques, an intermediate representation specifying elementary dependencies between activities. These dependencies are refined to mine the transactional workflow model. The analysis of the discrepancies between the discovered model and the initially designed model enables us to detect design gaps, concerning particularly the recovery mechanisms. Thus, based on this mining step, we apply a set of rules on the initially designed workflow to improve workflow reliability.
Url:
- https://api.istex.fr/ark:/67375/VQC-41BSGTCK-3/fulltext.pdf
- https://hal.archives-ouvertes.fr/hal-00441545
DOI: 10.1007/s10619-009-7040-0
Affiliations:
- Allemagne, France, Irlande (pays)
- Bade-Wurtemberg, District de Karlsruhe, Grand Est, Lorraine (région), Île-de-France
- Karlsruhe, Vandœuvre-lès-Nancy, Évry (Essonne)
Links toward previous steps (curation, corpus...)
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- to stream Hal, to step Corpus: 002F68
- to stream Hal, to step Curation: 002F68
- to stream Hal, to step Checkpoint: 002C48
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Le document en format XML
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