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Abstract: Contemporary workflow management systems are driven by explicit process models, i.e., a completely specified workflow design is required in order to enact a given workflow process. Creating a workflow design is a complicated time-consuming process and typically there are discrepancies between the actual workflow processes and the processes as perceived by the management. Therefore, we propose a technique for process mining. This technique uses workflow logs to discover the workflow... (Update)
Context of citations to this paper: More
...under the assumption that the workflow log does not contain any noisy data. A heuristic method that can handle noise is presented in [11]; however, in some situations, the used metric is not robust enough for discovering the complete process. In this paper, the problem of...
...by summarizing the main results and pointing out future work. 2. Related work The idea of process mining is not new [6,8,9,10,14,15,16,17,21,22,24,25,26]. Cook and Wolf have investigated similar issues in the context of software engineering processes. In [8] they describe...
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3: Discovering Models of Software Processes from Event-Based Data - Cook, Wolf - 1998
3: Mining process models from workflow logs - Agrawal, Gunopulos et al. - 1998
3: A Machine Learning Approach to Workflow Management - Herbst - 2000
BibTeX entry: (Update)
T. Weijters, W.M.P. van der Aalst. Process Mining: Discovering Workflow Models from EventBased Data. In Krse, B. et. al, (eds.): Proceedings 13th Belgium-Netherlands Conference on Artificial Intelligence (BNAIC'01), 25-26 October 2001, Amsterdam, The Netherlands, pp. 283-290. http://citeseer.ist.psu.edu/weijters01process.html More
@misc{ weijters01process,
author = "T. Weijters and W. van der Aalst",
title = "Process Mining: Discovering Workflow Models from EventBased Data",
text = "T. Weijters, W.M.P. van der Aalst. Process Mining: Discovering Workflow
Models from EventBased Data. In Krse, B. et. al, (eds.): Proceedings 13th
Belgium-Netherlands Conference on Artificial Intelligence (BNAIC'01), 25-26
October 2001, Amsterdam, The Netherlands, pp. 283-290.",
year = "2001",
url = "citeseer.ist.psu.edu/weijters01process.html" }
Citations (may not include all citations):96 The Application of Petri Nets to Workflow Management - van der Aalst - 1998
80 Workflow Management: Modeling Concepts (context) - Jablonski, Bussler - 1996
61 Modelling and Enactment of Workflow Systems (context) - Ellis, Nutt - 1993
53 volume 40 of Cambridge Tracts in Theoretical Computer Scienc.. (context) - Desel, Esparza et al. - 1995
44 Discovering Models of Software Processes from Event-Based Da.. - Cook, Wolf - 1998
34 Event-Based Detection of Concurrency - Cook, Wolf - 1998
33 Workflow Handbook - Lawrence - 1997
22 Mining process models from workflow logs - Agrawal, Gunopulos et al. - 1998
19 volume 1806 of Lecture Notes in Computer Science (context) - van der Aalst, Desel et al. - 2000
9 A Machine Learning Approach to Workflow Management - Herbst - 2000
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