Pattern-based Simplification of Process Models

Resumen:

Several simplification techniques have been proposed to deal with the understanding of complex process models, from the structural simplification of the model to the simplification of the log to discover simpler process models. But obtaining a comprehensible model explaining the behaviour of unstructured large processes is still an open challenge. In this paper, we present a novel algorithm to simplify process models by abstracting the infrequent behaviour in the logs.

Palabras Clave:

event abstraction - model simplification - Process Mining

Autor(es):

• David Chapela-Campa {david.chapela@usc.es}
  Centro Singular de Investigación en Tecnoloxías Intelixentes, Universidade de Santiago de Compostela - Spain
  
• Manuel Mucientes {manuel.mucientes@usc.es}
  Centro Singular de Investigación en Tecnoloxías Intelixentes, Universidade de Santiago de Compostela - Spain
  
• Manuel Lama {manuel.lama@usc.es}
  Centro Singular de Investigación en Tecnoloxías Intelixentes, Universidade de Santiago de Compostela - Spain
  

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