An end-to-end approach and tool for BPMN process discovery

作者: Heidy Marisol Marin-Castro , Edgar Tello-Leal

DOI: 10.1016/J.ESWA.2021.114662

关键词:

摘要: … We propose an end-to-end approach for BPMN … End-to-end approach for the automatic discovery of process models In this section, we describe the proposed end-to-end approach for …

参考文章(38)
Joachim Herbst, A Machine Learning Approach to Workflow Management european conference on machine learning. pp. 183- 194 ,(2000) , 10.1007/3-540-45164-1_19
Joos C. A. M. Buijs, Boudewijn F. van Dongen, Wil M. P. van der Aalst, On the Role of Fitness, Precision, Generalization and Simplicity in Process Discovery cooperative information systems. pp. 305- 322 ,(2012) , 10.1007/978-3-642-33606-5_19
Raffaele Conforti, Marlon Dumas, Luciano García-Bañuelos, Marcello La Rosa, BPMN Miner Information Systems. ,vol. 56, pp. 284- 303 ,(2016) , 10.1016/J.IS.2015.07.004
A.J.M.M. Weijters, J.T.S. Ribeiro, Flexible Heuristics Miner (FHM) 2011 IEEE Symposium on Computational Intelligence and Data Mining (CIDM). ,vol. 334, pp. 310- 317 ,(2011) , 10.1109/CIDM.2011.5949453
Raffaele Conforti, Marlon Dumas, Luciano García-Bañuelos, Marcello La Rosa, Beyond tasks and gateways: Discovering BPMN models with subprocesses, boundary events and activity markers business process management. pp. 101- 117 ,(2014) , 10.1007/978-3-319-10172-9_7
Sebastiaan J. van Zelst, Boudewijn F. van Dongen, Wil M. P. van der Aalst, Avoiding Over-Fitting in ILP-Based Process Discovery Lecture Notes in Computer Science. pp. 163- 171 ,(2015) , 10.1007/978-3-319-23063-4_10
Sander J. J. Leemans, Dirk Fahland, Wil M. P. van der Aalst, Discovering Block-Structured Process Models from Event Logs Containing Infrequent Behaviour business process management. pp. 66- 78 ,(2013) , 10.1007/978-3-319-06257-0_6
Joos CAM Buijs, Boudewijn F van Dongen, Wil MP van der Aalst, None, Quality dimensions in process discovery : the importance of fitness, precision, generalization and simplicity International Journal of Cooperative Information Systems. ,vol. 23, pp. 1440001- ,(2014) , 10.1142/S0218843014400012
Wil van der Aalst, Service Mining: Using Process Mining to Discover, Check, and Improve Service Behavior IEEE Transactions on Services Computing. ,vol. 6, pp. 525- 535 ,(2013) , 10.1109/TSC.2012.25
W. van der Aalst, T. Weijters, L. Maruster, Workflow mining: discovering process models from event logs IEEE Transactions on Knowledge and Data Engineering. ,vol. 16, pp. 1128- 1142 ,(2004) , 10.1109/TKDE.2004.47