LITERATURE REVIEW OF PROCESS MINING ELEMENTS FOR SOFTWARE PROCESS MINING

Authors

  • Silvia Jaqueline Urrea Contreras Instituto de Ingeniería
  • Brenda Leticia Flores Rios Instituto de Ingeniería
  • Angélica Astorga Vargas Facultad de Ingeniería.Universidad Autónoma de Baja California,Baja California, México
  • Jorge E Ibarra Esquer Facultad de Ingeniería.Universidad Autónoma de Baja California,Baja California, México
  • Félix F. González Navarro Instituto de Ingeniería
  • Iván A García Pacheco División de Estudios de Posgrado, Universidad Tecnológica de la Mixteca, Oaxaca, México

Keywords:

Process Mining, Software Engineering, Semi-Systematic Literature Review, Topic Knowledge

Abstract

For the application of Process Mining, the identification of key elements of the process, such as events, cases, traces, is essential. These elements have been formally defined through mathematical notations that include the relationships between them, requiring specialized knowledge for their application in projects. Through a semi-Systematic Literature Review, the formal representations of the elements and perspectives of Process Mining were analyzed. As a result, a reference framework is presented that includes definitions, properties, and applications, with the objective of providing researchers, professionals, and practitioners of Software Engineering with topical knowledge of Process Mining that is useful in Software Process Mining projects.

References

S. Jaqueline Urrea-Contreras, B. L. Flores-Rios, M. Angélica Astorga-Vargas and J. E. Ibarra-Esquer, "Process Mining Perspectives in Software Engineering: A Systematic Literature Review," 2021 Mexican International Conference on Computer Science (ENC), Morelia, Mexico, 2021, pp. 1-8, doi: 10.1109/ENC53357.2021.9534824.

Silvia Jaqueline Urrea-Contreras, Brenda Leticia Flores-Rios, María Angélica Astorga-Vargas, Jorge Eduardo Ibarra Esquer, Félix Fernando González-Navarro. Proyectos de Minería de Procesos de Software basado en el análisis de flujos de conocimiento. Abstraction & Application (A&A) Vol. 37. pp. 57–73. 2022. México. ISSN: 2007-2635.

Silvia Jaqueline Urrea-Contreras, Brenda Leticia Flores-Rios, María Angélica Astorga-Vargas, Jorge Eduardo Ibarra Esquer. Process Mining Perspectives in Software Engineering: A Systematic Literature Review. Mexican International Conference on Computer Science (ENC), 2021. IEEE

Published

2024-02-27

How to Cite

Urrea Contreras, S. J., Flores Rios, B. L., Vargas, A. A., Ibarra Esquer, J. E., González Navarro, F. F., & García Pacheco, I. A. (2024). LITERATURE REVIEW OF PROCESS MINING ELEMENTS FOR SOFTWARE PROCESS MINING. ReCIBE, Electronic Journal of Computing, Informatics, Biomedical and Electronics, 12(2), C12–17. Retrieved from http://recibe.cucei.udg.mx/index.php/ReCIBE/article/view/329

Issue

Section

Computer Science & IT