Minería de Procesos y Descubrimiento Automático de Procesos

Marcos Rivas Peña, Sussy Bayona-Oré

Resultado de la investigación: Capítulo del libro/informe/acta de congresoContribución a la conferenciarevisión exhaustiva

4 Citas (Scopus)

Resumen

Business Processes Modeling is essential for the management and execution of processes. However, when the execution of the processes differs from the pre-established models is necessary to review the traces and records of events to know these differences. One goal of process mining is to discover the real processes through the extraction of knowledge from the records of events available in the information systems. This paper describes a systematic literature review to identify the algorithms developed for automatic discovery of business processes. 20 articles that included algorithm proposals were identified and the results show that the algorithms provide similar models to the records of events when these events are clean without noise. In addition, it is observed that the most used technique to model the flows is Petri net.

Título traducido de la contribuciónProcess Mining and Automatic Process Discovery
Idioma originalEspañol
Título de la publicación alojadaApplications in Software Engineering - Proceedings of the 7th International Conference on Software Process Improvement, CIMPS 2018
EditoresAdriana Pena Perez-Negron, Mirna A. Munoz Mata, Jezreel Mejia Miranda, Giner Alor-Hernandez, Alma Yadira Quinonez Carrillo
EditorialInstitute of Electrical and Electronics Engineers Inc.
Páginas41-46
Número de páginas6
ISBN (versión digital)9781728101583
DOI
EstadoPublicada - 24 ene 2019
Publicado de forma externa
EventoApplications in Software Engineering - 7th International Conference on Software Process Improvement, CIMPS 2018 - Guadalajara, Jalisco, México
Duración: 17 oct 201819 oct 2018

Serie de la publicación

NombreApplications in Software Engineering - Proceedings of the 7th International Conference on Software Process Improvement, CIMPS 2018

Conferencia

ConferenciaApplications in Software Engineering - 7th International Conference on Software Process Improvement, CIMPS 2018
País/TerritorioMéxico
CiudadGuadalajara, Jalisco
Período17/10/1819/10/18

Palabras clave

  • algorithms
  • discovery
  • event log
  • process mining
  • process model
  • techniques

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