Laura Maruster, A.J.M.M. (Ton) Weijters, W.M.P. (Wil) van der Aalst, Antal van den Bosch  Home/Search
Context
Related
| tmitwww.tm.tue.nl/staff/wvda...p172.pdf tmitwww.tm.tue.nl/staf...disc_sci_02.ps Cached: PS.gz PS PDF This document uses CoBlitz to cache paper downloads. If your firewall is blocking outgoing connections to port 3125, you can use these links to download local copies.
Image Update HelpPS.gz PS PDF From: tmitwww.tm.tue.nl/...publications (more) (Enter author homepages) |
Rate this article:      (best)Comment on this article |
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 ... (Update)
Active bibliography (related documents): More All
1.1: Rediscovering Workflow Models from Event-Based Data using .. - Weijters, van der Aalst (2001) (Correct)
0.7: Discovering Workflow Performance Models from Timed Logs - van der Aalst, van Dongen (2002) (Correct)
0.7: Workflow Mining: Which processes can be rediscovered? - van der Aalst, Weijters.. (2002) (Correct)
Similar documents based on text: More All
0.7: Automated Discovery of Workflow Models from Hospital Data - Maruster, van der.. (2001) (Correct)
0.5: Modularity in Inductively-Learned Word Pronunciation.. - van den Bosch.. (1998) (Correct)
0.5: TiMBL: Tilburg Memory-Based Learner - version 1.0 - .. - Daelemans, Zavrel, .. (1998) (Correct)
BibTeX entry: (Update)
@misc{ maruster-process,
author = "Laura Maruster and A.J.M.M. (Ton) Weijters and W.M.P. (Wil) van der Aalst
and Antal van den Bosch",
title = "Process mining: Discovering direct successors in process logs",
url = "citeseer.ist.psu.edu/553913.html" }
Citations (may not include all citations):96 The Application of Petri Nets to Workflow Management - van der Aalst - 1998
44 Discovering Models of Software Processes from Event-Based Da.. - Cook, Wolf - 1998
34 Event-Based Detection of Concurrency - Cook, Wolf - 1998
22 Mining Process models from Workflow Logs - Agrawal, Gunopulos et al. - 1998
18 Software Process Validation: Quantitatively Measuring the co.. - Cook, Wolf - 1999
14 Integrating Machine Learning and Workflow Management to Supp.. - Herbst, Karagiannis - 2000
9 A Machine Learning Approach to Workflow Management - Herbst - 2000
5 An Inductive approach to the Acquisition and Adaptation of W.. - Herbst, Karagiannis - 1999
4 Automated discovery of workflow models from hospital data - Maruster, van der Aalst et al. - 2001
3 Dealing with Concurrency in Workflow Induction In U (context) - Herbst - 2000
3 Process Mining: Discovering Workflow Models from EventBased .. - Weijters, van der Aalst - 2001
Documents on the same site (http://tmitwww.tm.tue.nl/staff/wvdaalst/Publications/publications.html): More
Modelling and analysing workflow using a Petri-net based .. - van der Aalst, van Hee, .. (1994) (Correct)
The Application of Petri Nets to Workflow Management - van der Aalst (1998) (Correct)
Interorganizational Workflows: An approach based on Message.. - van der Aalst (1999) (Correct)
Online articles have much greater impact More about CiteSeer.IST Add search form to your site Submit documents Feedback
CiteSeer.IST - Copyright Penn State and NEC