Autores
Jorge Munoz-Gama, Josep Carmona
Fecha de publicación
2010/1/1
Conferencia
Business Process Management
Páginas
211-226
Editor
Springer Berlin Heidelberg
Descripción
Process Conformance is a crucial step in the area of Process Mining: the adequacy of a model derived from applying a discovery algorithm to a log must be certified before making further decisions that affect the system under consideration. Among the different conformance dimensions, in this paper we propose a novel measure for precision, based on the simple idea of counting these situations were the model deviates from the log. Moreover, a log-based traversal of the model that avoids inspecting its whole behavior is presented. Experimental results show a significant improvement when compared to current approaches for the same task. Finally, the detection of the shortest traces in the model that lead to discrepancies is presented.
Citas totales
Artículos de Google Académico
J Munoz-Gama, J Carmona - International Conference on Business Process …, 2010