@inproceedings{687419a9b85f4364b298d2316a63bffa,
title = "Process mining: discovering direct successors in process logs",
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.",
author = "L. Maruster and A.J.M.M. Weijters and {Aalst, van der}, W.M.P. and {Bosch, van den}, A.P.J.",
year = "2002",
doi = "10.1007/3-540-36182-0_37",
language = "English",
series = "Lecture Notes in Computer Science",
publisher = "Springer",
pages = "364--373",
editor = "S. Lange and K. Satoh and C.H. Smith",
booktitle = "Discovery Science : 5th International Conference, DS 2002, L{\"u}beck, Germany, November 24-26.",
address = "Germany",
note = "conference; DS 2002 ; Conference date: 01-01-2002",
}