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Abstract: Modern enterprises increasingly use the workflow paradigm to prescribe how business processes should be performed. Processes are typically modeled as annotated activity graphs. We present an approach for a system that constructs process models from logs of past, unstructured executions of the given process. The graph so produced conforms to the dependencies and past executions present in the log. By providing models that capture the previous executions of the process, this technique allows... (Update)
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BibTeX entry: (Update)
R. Agrawal, D. Gunopulos, and F. Leymann. Mining process models from workflow logs. In EDBT 98, 1998. http://citeseer.ist.psu.edu/article/agrawal98mining.html More
@article{ agrawal98mining,
author = "Rakesh Agrawal and Dimitrios Gunopulos and Frank Leymann",
title = "Mining Process Models from Workflow Logs",
journal = "Lecture Notes in Computer Science",
volume = "1377",
pages = "469--??",
year = "1998",
url = "citeseer.ist.psu.edu/article/agrawal98mining.html" }
Citations (may not include all citations):3972 Introduction to Algorithms (context) - Cormen, Leiserson et al. - 1990 ACM
340 Mining Sequential Patterns - Agrawal, Srikant - 1995
283 An overview of workflow management: From process modeling to.. - Georgakopoulos, Hornick et al. - 1995
189 Discovering frequent episodes in sequences (context) - Mannila, Toivonen et al. - 1995
67 Managing business processes as an information resource (context) - Leymann, Altenhuber - 1992
62 The transitive reduction of a directed graph (context) - Aho, Garey et al. - 1972
56 Advanced rule driven transaction management (context) - Klein - 1991
44 Discovering models of software processes from event-based da.. - Cook, Wolf - 1996
39 Exotica: A research perspective on workflow management syste.. - Mohan, Alonso et al. - 1995
33 Workflow evolution - Casati, Ceri et al. - 1996
32 Automating process discovery through event-data analysis - Cook, Wolf - 1995 ACM DBLP
20 Workflow Management Coalition (context) - Hollinsworth, model - 1994
9 Scheduling workflows by enforcing intertask dependencies - Attie, Singh et al. - 1996 DBLP
7 Issues in operation flow management for long-running aciviti.. (context) - Dayal, Shan - 1993 DBLP
6 A new approach to business processes (context) - Scherr - 1993
5 Workflow management --- from business process automation to .. (context) - Georgakopoulos, Rusinkiewicz - 1997
4 Automation of control and data flow in distributed applicati.. (context) - Reinwald, Wedekind - 1992
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