Towards the Extraction of Frequent Patterns in Complex Process Models

Resumen:

In this paper, we present WoMine, an algorithm to retrieve frequent behavioural patterns from the model. Our approach searches in process models extracting structures with sequences, selections, parallels and loops, which are frequently executed in the logs. This proposal has been validated with a set of process models, and compared with the state of the art techniques. Experiments have validated that WoMine can find all types of patterns, extracting information that cannot be mined with the state of the art techniques.

Palabras Clave:

frequent pattern mining - process discovery - Process Mining

Autor(es):

• David Chapela-Campa {david.chapela@usc.es}
  Centro Singular de Investigación en Tecnoloxías da Información (CiTIUS)
  
• Manuel Mucientes {manuel.mucientes@usc.es}
  Centro Singular de Investigación en Tecnoloxías da Información (CiTIUS)
  
• Manuel Lama {manuel.lama@usc.es}
  Centro Singular de Investigación en Tecnoloxías da Información (CiTIUS)
  

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