Título:
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Enhancing precision in process conformance: stability, confidence and severity
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Autor/a:
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Muñoz Gama, Jorge; Carmona Vargas, Josep
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Otros autores:
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Universitat Politècnica de Catalunya. Departament de Llenguatges i Sistemes Informàtics; Universitat Politècnica de Catalunya. ALBCOM - Algorismia, Bioinformàtica, Complexitat i Mètodes Formals |
Abstract:
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Process Conformance is becoming a crucial area due to the changing nature of processes within an Information System. By confronting specifications against system executions (the main problem tackled in process conformance), both system bugs and obsolete/incorrect specifications can be revealed. This paper presents novel techniques to enrich the process conformance analysis for the precision dimension. The new features of the metric proposed in this paper provides a complete view of the precision between a log and a model. The techniques have been implemented as a plug-in in an open-source Process Mining platform and experimental results witnessing both the theory and the goals of this work are presented. |
Materia(s):
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-Àrees temàtiques de la UPC::Informàtica::Sistemes d'informació -Process conformance -Process mining -Formal methods -Petri nets |
Derechos:
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Tipo de documento:
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Artículo - Versión publicada Informe |
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