Workflow Mining: Discovering Process Models from Event Logs
IEEE Transactions on Knowledge and Data Engineering
Architecture-Driven Modernization (ADM)
WCRE '05 Proceedings of the 12th Working Conference on Reverse Engineering
An Approach for Extracting Workflows from E-Commerce Applications
ICPC '06 Proceedings of the 14th IEEE International Conference on Program Comprehension
Aligning Modern Business Processes and Legacy Systems: A Component-Based Perspective (Cooperative Information Systems)
Genetic process mining: an experimental evaluation
Data Mining and Knowledge Discovery
Business Process Management: Concepts, Languages, Architectures
Business Process Management: Concepts, Languages, Architectures
On Specifying and Visualising Long-Running Empirical Studies
ICMT '08 Proceedings of the 1st international conference on Theory and Practice of Model Transformations
Programmed Graph Rewriting with Time for Simulation-Based Design
ICMT '08 Proceedings of the 1st international conference on Theory and Practice of Model Transformations
Complexity metrics for Workflow nets
Information and Software Technology
Process-Aware Information Systems: Lessons to Be Learned from Process Mining
Transactions on Petri Nets and Other Models of Concurrency II
Reverse Engineering of Business Processes exposed as Web Applications
CSMR '09 Proceedings of the 2009 European Conference on Software Maintenance and Reengineering
Flexible visualization of automatic simulation based on structured graph transformation
VLHCC '08 Proceedings of the 2008 IEEE Symposium on Visual Languages and Human-Centric Computing
Preprocessing support for large scale process mining of SAP transactions
BPM'07 Proceedings of the 2007 international conference on Business process management
Knowledge Discovery Metamodel-ISO/IEC 19506: A standard to modernize legacy systems
Computer Standards & Interfaces
A generic import framework for process event logs
BPM'06 Proceedings of the 2006 international conference on Business Process Management Workshops
Integrating event logs into KDM repositories
Proceedings of the 27th Annual ACM Symposium on Applied Computing
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Business processes are recognized by organizations as one of the most important intangible assets, since they let organizations improve their competitiveness. Business processes are supported by enterprise information systems, which can evolve over time and embed particular business rules that are not present anywhere else. Thus, there are many organizations with inaccurate business processes, which prevent the modernization of enterprise information systems in line with the business processes that they support. Therefore, business process mining techniques are often used to retrieve reliable business processes from the event logs recorded during the execution of enterprise systems. Unfortunately, such event logs are represented with purpose-specific notations such as Mining XML and still don't apply the recent software modernization standard: ISO 19506 (KDM, Knowledge Discovery Metamodel). This paper presents an exogenous model transformation between these two notations. The main advantage is that process mining techniques can be effectively reused within software modernization projects according to the standard notation. This paper is particularly focused on the empirical evaluation of this transformation by simulating different kinds of business process models and several event logs with different sizes and configurations from such models. After analyzing all the model transformation executions, the study demonstrates that the transformation can provide suitable KDM models in a linear time in accordance with the size of the input models.