Minería de Procesos y Descubrimiento Automático de Procesos

Translated title of the contribution: Process Mining and Automatic Process Discovery

Marcos Rivas Peña, Sussy Bayona-Oré

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

4 Scopus citations

Abstract

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.

Translated title of the contributionProcess Mining and Automatic Process Discovery
Original languageSpanish
Title of host publicationApplications in Software Engineering - Proceedings of the 7th International Conference on Software Process Improvement, CIMPS 2018
EditorsAdriana Pena Perez-Negron, Mirna A. Munoz Mata, Jezreel Mejia Miranda, Giner Alor-Hernandez, Alma Yadira Quinonez Carrillo
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages41-46
Number of pages6
ISBN (Electronic)9781728101583
DOIs
StatePublished - 24 Jan 2019
Externally publishedYes
EventApplications in Software Engineering - 7th International Conference on Software Process Improvement, CIMPS 2018 - Guadalajara, Jalisco, Mexico
Duration: 17 Oct 201819 Oct 2018

Publication series

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

Conference

ConferenceApplications in Software Engineering - 7th International Conference on Software Process Improvement, CIMPS 2018
Country/TerritoryMexico
CityGuadalajara, Jalisco
Period17/10/1819/10/18

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