InforLorV4, Main, Exploration, bibRecord, 002E69

Fouille de workflow Découverte de patrons de workflows par l'analyse des traces d'exécution

Identifieur interne : 002E69 ( Main/Exploration ); précédent : 002E68; suivant : 002E70

Fouille de workflow Découverte de patrons de workflows par l'analyse des traces d'exécution

Auteurs : Claude Godart [France] ; Karim Baïna [Maroc] ; Walid Gaaloul [France]

Source :

Revue des Sciences et Technologies de l'Information - Série TSI : Technique et Science Informatiques [ 0752-4072 ] ; 2010.

RBID : Hal:inria-00540884

Abstract

Continuous and unforseeable evolution of business rules, processing logics, and organisational structures within enterprises, requires from business process management systems to integrate continuous design. Supporting business process rediscovery based on workflow logs analysis, Workflow mining gathers retroactive (re)design techniques necessary to understand business process execution reality. Our workflow mining approach describes a statistical technique to discover workflow patterns from event-based log. It is characterised by a "local" workflow patterns discovery that allows to cover partial results through a dynamic programming algorithm. The local discovered workflow patterns are then composed iteratively until discovering the global workflow model. The analysis of the disparities between the discovered model and the initially designed model enables us to be detect initial design gaps that can used in reengineering process. Our approach has been implemented within our prototypeWork°owMiner and a ProM framework plug-in.

Url:

https://hal.inria.fr/inria-00540884

Affiliations:

Links toward previous steps (curation, corpus...)

to stream Hal, to step Corpus: 005C76
to stream Hal, to step Curation: 005C76
to stream Hal, to step Checkpoint: 002756
to stream Main, to step Merge: 003265
to stream Main, to step Curation: 002E69

Le document en format XML

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<front><div type="abstract" xml:lang="en">Continuous and unforseeable evolution of business rules, processing logics, and organisational structures within enterprises, requires from business process management systems to integrate continuous design. Supporting business process rediscovery based on workflow logs analysis, Workflow mining gathers retroactive (re)design techniques necessary to understand business process execution reality. Our workflow mining approach describes a statistical technique to discover workflow patterns from event-based log. It is characterised by a "local" workflow patterns discovery that allows to cover partial results through a dynamic programming algorithm. The local discovered workflow patterns are then composed iteratively until discovering the global workflow model. The analysis of the disparities between the discovered model and the initially designed model enables us to be detect initial design gaps that can used in reengineering process. Our approach has been implemented within our prototypeWork°owMiner and a ProM framework plug-in.</div>
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Pour manipuler ce document sous Unix (Dilib)

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   |wiki=    Wicri/Lorraine
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   |flux=    Main
   |étape=   Exploration
   |type=    RBID
   |clé=     Hal:inria-00540884
   |texte=   Fouille de workflow Découverte de patrons de workflows par l'analyse des traces d'exécution
}}

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Fouille de workflow Découverte de patrons de workflows par l'analyse des traces d'exécution

Fouille de workflow Découverte de patrons de workflows par l'analyse des traces d'exécution

Source :

Abstract

Links toward previous steps (curation, corpus...)

Le document en format XML

Pour manipuler ce document sous Unix (Dilib)

Pour mettre un lien sur cette page dans le réseau Wicri