Fouille de workflow
Identifieur interne : 002F79 ( Main/Exploration ); précédent : 002F78; suivant : 002F80Fouille de workflow
Auteurs : Walid Gaaloul [France] ; Karim Baïna [Maroc] ; Claude Godart [France]Source :
- Technique et Science Informatiques [ 0752-4072 ] ; 2010.
Descripteurs français
- Pascal (Inist)
- Wicri :
- topic : Intelligence économique.
English descriptors
- KwdEn :
Abstract
La fouille de workflow rassemble des techniques de (re)conception rétroactive nécessaires à la compréhension de la réalité de l’exécution des procédés métiers. Notre approche décrit une analyse statistique des événements de traces d’exécution pour la découverte des patrons de workflow. Elle est caractérisée par une découverte « locale » de patrons de workflow. Ces derniers découverts, seront, par la suite, itérativement composés jusqu ’à la construction finale du modèle entier du workflow. L’analyse des disparités entre les modèles découverts et initialement conçus nous permet de détecter des lacunes concernant la conception initiale qui peuvent être exploitées dans un processus de réingénierie. Notre approche a été validée dans un prototype WorkflowMiner et un plug-in dans la plateforme ProM.
Workflow mining refers to 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. The 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 prototype WorkflowMiner and a ProM framework plug-in.
Url:
DOI: 10.3166/tsi.29.1207-1236
Affiliations:
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Le document en format XML
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Notre approche décrit une analyse statistique des événements de traces d’exécution pour la découverte des patrons de workflow. Elle est caractérisée par une découverte « locale » de patrons de workflow. Ces derniers découverts, seront, par la suite, itérativement composés jusqu ’à la construction finale du modèle entier du workflow. L’analyse des disparités entre les modèles découverts et initialement conçus nous permet de détecter des lacunes concernant la conception initiale qui peuvent être exploitées dans un processus de réingénierie. Notre approche a été validée dans un prototype WorkflowMiner et un plug-in dans la plateforme ProM.</div><div type="abstract" xml:lang="en">Workflow mining refers to 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. The 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 prototype WorkflowMiner and a ProM framework plug-in.</div></front></TEI><affiliations><list><country><li>France</li><li>Maroc</li></country><region><li>Grand Est</li><li>Lorraine (région)</li><li>Île-de-France</li></region><settlement><li>cedex</li></settlement></list><tree><country name="France"><region name="Île-de-France"><name sortKey="Gaaloul, Walid" sort="Gaaloul, Walid" uniqKey="Gaaloul W" first="Walid" last="Gaaloul">Walid Gaaloul</name></region><name sortKey="Godart, Claude" sort="Godart, Claude" uniqKey="Godart C" first="Claude" last="Godart">Claude Godart</name><name sortKey="Godart, Claude" sort="Godart, Claude" uniqKey="Godart C" first="Claude" last="Godart">Claude Godart</name></country><country name="Maroc"><noRegion><name sortKey="Baina, Karim" sort="Baina, Karim" uniqKey="Baina K" first="Karim" last="Baïna">Karim Baïna</name></noRegion><name sortKey="Baina, Karim" sort="Baina, Karim" uniqKey="Baina K" first="Karim" last="Baïna">Karim Baïna</name></country></tree></affiliations></record>Pour manipuler ce document sous Unix (Dilib)
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