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Discovering Workflow Transactional Behaviour from Event-based Log

Walid Gaaloul 1 Sami Bhiri 1 Claude Godart 1
1 ECOO - Environment for cooperation
INRIA Lorraine, LORIA - Laboratoire Lorrain de Recherche en Informatique et ses Applications
Abstract : Previous workflow mining works have concentrated their efforts on process behavioral aspects. Although powerful, these proposals are found lacking in functionalities and performance when used to discover transactional workflow that cannot be seen at the level of behavioral aspects of workflow. Their limitations mainly come from their incapacity to discover the transactional dependencies between process activities, or activities transactional properties. In this paper, we describe mining techniques, which are able to discover a workflow model, and to improve its transactional behavior from event logs. We propose an algorithm to discover workflow patterns and workflow termination states (WTS). Then based on the discovered control flow and set of termination states, we use a set of rules to mine the workflow transactional behavior.
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Submitted on : Saturday, October 22, 2005 - 11:32:03 AM
Last modification on : Friday, February 4, 2022 - 3:29:58 AM



Walid Gaaloul, Sami Bhiri, Claude Godart. Discovering Workflow Transactional Behaviour from Event-based Log. 12th International Conference on Cooperative Information Systems - CoopIS 2004 ; On The Move Federated Conferences - OTM 2004, Oct 2004, Agia Napa/Cyprus., pp.3-18, ⟨10.1007/b102173⟩. ⟨inria-00000486⟩



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