A hybrid approach to process mining: Finding immediate successors of a process by using from-to chart

8th International Conference on Machine Learning and Applications, ICMLA 2009

Volumn , Issue , 2009, Pages 664-668

  Esgin, Eren ^a   Senkul, Pinar ^a  

^a MIDDLE EAST TECHNICAL UNIVERSITY   (Turkey)

Author keywords

Event logs; From to chart; Immediate successor; Process discovery; Process mining

Indexed keywords

EVALUATION METRICS; HYBRID APPROACH; PROCESS DISCOVERY; PROCESS MINING; PROCESS MODEL;

LEARNING SYSTEMS;

EID: 77950829870     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICMLA.2009.107     Document Type: Conference Paper

References (14)

1. Aalst, W. M. P. v. d., Weijters, A. J. M. M., & Maruster, L. (2004). Workflow Mining: Discovering Process Models from Event Logs. Transaction on Knowledge and Data Engineering, 16(9), 1128-1142.
2. Aalst, W. M. P. v. d., Gunther, C., Recker, J., & Reichert, M. (2006). Using Process Mining to Analyze and Improve Process Flexibility. In Proc. of BPMDS'06
3. Agrawal, R., Gunopulos, D., & Leymann, F. (1998). Mining Process Models from Workflow Logs. In Proc. of the Sixth International Conference on Extending Database Technology.
4. Apple, J. M. (1972). Material Handling Systems Design. New York: The Ronald Press Company.
5. Cook, J. E., & Wolf, A. L. (1996). Discovering Models of Software Processes from Event-Based Data. ACM Transactions on Software Engineering and Methodology (TOSEM), 7(3), 215-249.
6. Francis, R. L., McGinnis L. F. & White, J. A. (1992). Facility Layout and Location: An Analytical Approach. New Jersey: Prentice Hall.
7. Gomez, J. M., Kassem, G., Rauntenstrauch, C., & Melato, M. (2003). Analysis of User's Behaviour in Very Large Business Application Systems with Methods of the Web Usage Mining-A Case Study on SAP® R/3®. Advance in Web Intelligence, 2663, 954-964.
8. Greco, G., Guzzo, A., Luigi, P., & Sacca, D. (2004). Mining Expressive Process Models by Clustering Workflow Traces. In Proc. of PAKDD 2004, Heidelberg.
9. Gunther, C. W., & Aalst, W. M. P. v. d. (2006). Process Mining in Case Handling Systems. In Proc. of Multikonferenz Wirtschaftsinformatik 2006
10. Han, J., Kamber, M., (2006). Data Mining: Concepts and Techniques. Morgan Kaufmann Publishers, March 2006. ISBN 1-55860-901-6.
11. Maruster, L., Weijters, A. J. M. M., Aalst, W. M. P. v. d., & Bosch, A. v. d. (2002). Process Mining: Discovering Direct Successors in Process Logs. Lecture Notes in Computer Science, 2534, 364-373.
12. Meyers, F. E., & Stephens, M. P. (2005). Manufacturing Facilities Design and Material Handling. New Jersey: Pearson Prentice Hall.
13. Weijters, A. J. M. M., & Aalst, W. M. P. v. d. (2003). Rediscovering Workflow Models from Event-Based Data Using Little Thumb. Integrated Computer-Aided Engineering, 10(2), 151-162.
14. Weijters, A. J. M. M., & Aalst, W. M. P. v. d. (2003). Process Mining Discovering Workflow Models from Event-Based Data. Integrated Computer-Aided Engineering.