Sub-process Discovery: Opportunities for Process Diagnostics

Abstract : Most business processes in real life are not strictly ruled by the information systems that support them. This behavior is reflected in the traces stored by information systems. It is useful to diagnose in early stages of business process analysis. Process diagnostics is part of the process mining and it encompasses process performance analysis, anomaly detection, and inspection of interesting patterns.The techniques developed in this area have problems to detect sub-processes associated with the analyzed process and framing anomalies and significant patterns in the detected sub-processes. This proposal allows to segment the aligned traces and to form representative groups of sub-processes that compose the process analyzed. The tree of building blocks obtained reflects the hierarchical organization that is established between the sub-processes, considering main execution patterns. The proposal allows greater accuracy in the diagnosis. Based on the findings, implications for theory and practice are discussed.
Type de document :
Communication dans un congrès
Wil Aalst; John Mylopoulos; Michael Rosemann; Michael J. Shaw; Clemens Szyperski; Geert Poels. 6th Conference on Research and Practical Issues in Enterprise Information Systems (CONFENIS), Sep 2012, Ghent, Belgium. Springer, Lecture Notes in Business Information Processing, LNBIP-139, pp.48-57, 2013, Enterprise Information Systems of the Future. 〈10.1007/978-3-642-36611-6_4〉
Liste complète des métadonnées

https://hal.inria.fr/hal-01483891
Contributeur : Hal Ifip <>
Soumis le : lundi 6 mars 2017 - 15:43:00
Dernière modification le : mardi 7 mars 2017 - 01:06:28
Document(s) archivé(s) le : mercredi 7 juin 2017 - 14:52:01

Fichier

978-3-642-36611-6_4_Chapter.pd...
Fichiers produits par l'(les) auteur(s)

Licence


Distributed under a Creative Commons Paternité 4.0 International License

Identifiants

Citation

Raykenler Yzquierdo-Herrera, Rogelio Silverio-Castro, Manuel Lazo-Cortés. Sub-process Discovery: Opportunities for Process Diagnostics. Wil Aalst; John Mylopoulos; Michael Rosemann; Michael J. Shaw; Clemens Szyperski; Geert Poels. 6th Conference on Research and Practical Issues in Enterprise Information Systems (CONFENIS), Sep 2012, Ghent, Belgium. Springer, Lecture Notes in Business Information Processing, LNBIP-139, pp.48-57, 2013, Enterprise Information Systems of the Future. 〈10.1007/978-3-642-36611-6_4〉. 〈hal-01483891〉

Partager

Métriques

Consultations de la notice

214

Téléchargements de fichiers

42