Abstract
Using real event data to X-ray business processes helps ensure conformance between design and reality.
- Aalst, W. van der. Process Mining: Discovery, Conformance and Enhancement of Business Processes. Springer-Verlag, Berlin, 2011. Google ScholarDigital Library
- Aalst, W. van der. Using process mining to bridge the gap between BI and BPM. IEEE Computer 44, 12 (Dec. 2011), 77--80. Google ScholarDigital Library
- Aalst, W. van der, Hee, K. van, Werf, J.M. van der, and Verdonk, M. Auditing 2.0: Using process mining to support tomorrow's auditor. IEEE Computer 43, 3 (Mar. 2010), 90--93. Google ScholarDigital Library
- Hilbert, M. and Lopez, P. The world's technological capacity to store, communicate, and compute information. Science 332, 6025 (Feb. 2011), 60--65.Google ScholarCross Ref
- Manyika, J., Chui, M., Brown, B., Bughin, J., Dobbs, R, Roxburgh, C., and Byers, A. Big Data: The Next Frontier for Innovation, Competition, and Productivity. Report by McKinsey Global Institute, June 2011; http://www.mckinsey.com/mgiGoogle Scholar
- Mendling, J., Neumann, G., and Aalst, W. van der Understanding the occurrence of errors in process models based on metrics. In Proceedings of the OTM Conference on Cooperative information Systems (Vilamoura, Algarve, Portugal, Nov. 25--30), F. Curbera, F. Leymann, and M. Weske, Eds. Lecture Notes in Computer Science Series, Vol. 4803. Springer-Verlag, Berlin, 2007, 113--130. Google ScholarDigital Library
- Rozinat, A. and Aalst, W. van der. Conformance checking of processes based on monitoring real behavior. Information Systems 33, 1 (Mar. 2008), 64--95. Google ScholarDigital Library
- Rozinat, A., de Jong, I., Günther, C., and Aalst, W. van der. Process mining applied to the test process of wafer scanners in ASML. IEEE Transactions on Systems, Man and Cybernetics, Part C 39, 4 (July 2009), 474--479. Google ScholarDigital Library
- Task Force on Process Mining. Process Mining Manifesto. In Proceedings of Business Process Management Workshops, F. Daniel, K. Barkaoui, and S. Dustdar, Eds. Lecture Notes in Business Information Processing Series 99. Springer-Verlag, Berlin, 2012, 169--194.Google Scholar
Index Terms
- Process mining
Recommendations
Process Mining: Overview and Opportunities
Over the last decade, process mining emerged as a new research field that focuses on the analysis of processes using event data. Classical data mining techniques such as classification, clustering, regression, association rule learning, and sequence/...
Process mining: a research agenda
Special issue: Process/workflow miningEnterprise information systems support and control operational business processes ranging from simple internal back-office process to complex interorganizational processes. Technologies such as workflow management (WFM), enterprise, application ...
Comments