Carregant...
Carregant...

Vés al contingut (premeu Retorn)

Discovering duplicate tasks in transition systems for the simplification of process models

Autor
San Pedro, J. de; Cortadella, J.
Tipus d'activitat
Presentació treball a congrés
Nom de l'edició
14th International Conference on Business Process Management
Any de l'edició
2016
Data de presentació
2016-09
Llibre d'actes
Business Process Management: 14th International Conference, BPM 2016, Rio de Janeiro, Brazil, September 18-22, 2016: proceedings
Pàgina inicial
108
Pàgina final
124
Editor
Springer
DOI
https://doi.org/10.1007/978-3-319-45348-4_7 Obrir en finestra nova
Repositori
http://hdl.handle.net/2117/96477 Obrir en finestra nova
URL
http://link.springer.com/chapter/10.1007/978-3-319-45348-4_7 Obrir en finestra nova
Resum
This work presents a set of methods to improve the understandability of process models. Traditionally, simplification methods trade off quality metrics, such as fitness or precision. Conversely, the methods proposed in this paper produce simplified models while preserving or even increasing fidelity metrics. The first problem addressed in the paper is the discovery of duplicate tasks. A new method is proposed that avoids overfitting by working on the transition system generated by the log. The m...
Citació
De San Pedro, J., Cortadella, J. Discovering duplicate tasks in transition systems for the simplification of process models. A: International Conference on Business Process Management. "Business Process Management: 14th International Conference, BPM 2016, Rio de Janeiro, Brazil, September 18-22, 2016: proceedings". Rio de Janeiro: Springer, 2016, p. 108-124.
Paraules clau
Economic And Social Effects, Enterprise Resource Management, Fidelity Metrics, Important Features, Process Discovery, Quality Metrics, Simplification Method, Structural Simplification, Transition System, Understandability
Grup de recerca
ALBCOM - Algorismia, Bioinformàtica, Complexitat i Mètodes Formals

Participants

Arxius