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blogs:pub2002:process_mining_discovering_direct_successors_in_process_logs_statcounter_-_free_web_tracker_and_counter [2009/05/28 14:16] (current)
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 +====== Process Mining: Discovering Direct Successors in Process Logs ======
 +L. Maruster, A.J.M.M. Weijters, W.M.P. van der Aalst, and A. van den Bosch\\
 +//In Proceedings of the 5th International Conference on Discovery Science (Discovery Science 2002), volume 2534 of Lecture Notes in Artificial Intelligence,​ pages 364-373. Springer-Verlag,​ Berlin, 2002//\\
 +===== Abstract =====
 +Workflow management technology requires the existence of explicit process
 +models, i.e. a completely specified workflow design needs to be developed in order to
 +enact a given workflow process. Such a workflow design is time consuming and often
 +subjective and incomplete. We propose a learning method that uses the workflow log,
 +which contains information about the process as it is actually being executed. In our
 +method we will use a logistic regression model to discover the direct connections between
 +events of a realistic not complete workflow log with noise. Experimental results
 +are used to show the usefulness and limitations of the presented method.
 +===== Links =====
 +{{publications:​Maruster2002.pdf|Download PDF}} (51 KB)