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A recursive paradigm for aligning observed behavior of large structured process models

Autor
Taymouri, F.; Carmona, 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
197
Pàgina final
214
Editor
Springer
DOI
https://doi.org/10.1007/978-3-319-45348-4_12 Obrir en finestra nova
Repositori
http://hdl.handle.net/2117/99940 Obrir en finestra nova
URL
http://link.springer.com/chapter/10.1007/978-3-319-45348-4_12 Obrir en finestra nova
Resum
The alignment of observed and modeled behavior is a crucial problem in process mining, since it opens the door for conformance checking and enhancement of process models. The state of the art techniques for the computation of alignments rely on a full exploration of the combination of the model state space and the observed behavior (an event log), which hampers their applicability for large instances. This paper presents a fresh view to the alignment problem: the computation of alignments is cas...
Citació
Taymouri, F., Carmona, J. A recursive paradigm for aligning observed behavior of large structured 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. 197-214.
Paraules clau
Enterprise Resource Management, Integer Programming, Alignment Problems, Conformance Checking, Inherent Complexity, Integer Linear Programming Models, Model State, Process Model, State-of-the-art Techniques, Structured Process Models
Grup de recerca
ALBCOM - Algorismia, Bioinformàtica, Complexitat i Mètodes Formals

Participants