Carregant...
Carregant...

Vés al contingut (premeu Retorn)

A unified approach for measuring precision and generalization based on anti-alignments

Autor
van Dongen, B.; Carmona, J.; Chatain, T.
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
39
Pàgina final
56
Editor
Springer
DOI
https://doi.org/10.1007/978-3-319-45348-4_3 Obrir en finestra nova
Repositori
http://hdl.handle.net/2117/99938 Obrir en finestra nova
URL
http://link.springer.com/chapter/10.1007/978-3-319-45348-4_3 Obrir en finestra nova
Resum
The holy grail in process mining is an algorithm that, given an event log, produces fitting, precise, properly generalizing and simple process models. While there is consensus on the existence of solid metrics for fitness and simplicity, current metrics for precision and generalization have important flaws, which hamper their applicability in a general setting. In this paper, a novel approach to measure precision and generalization is presented, which relies on the notion of antialignments. An a...
Citació
Dongen, B., Carmona, J., Chatain, T. A unified approach for measuring precision and generalization based on anti-alignments. 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. 39-56.
Paraules clau
Enterprise Resource Management, Management Science, Statistical Methods, In-process, Leave-one-out Cross Validations, Measure Precision, Measuring Precision, Process Model, Unified Approach
Grup de recerca
ALBCOM - Algorismia, Bioinformàtica, Complexitat i Mètodes Formals

Participants

  • van Dongen, Boudewijn  (autor ponent)
  • Carmona Vargas, Jose  (autor ponent)
  • Chatain, Thomas  (autor ponent)

Arxius