Algorithms for drawing graphs: an annotated bibliography
Computational Geometry: Theory and Applications
Production workflow: concepts and techniques
Production workflow: concepts and techniques
Drawing graphs
Petri Net Theory and the Modeling of Systems
Petri Net Theory and the Modeling of Systems
Mining Process Models from Workflow Logs
EDBT '98 Proceedings of the 6th International Conference on Extending Database Technology: Advances in Database Technology
Discovering Workflow Performance Models from Timed Logs
EDCIS '02 Proceedings of the First International Conference on Engineering and Deployment of Cooperative Information Systems
GD '95 Proceedings of the Symposium on Graph Drawing
The modeling and analysis of supervisory systems
The modeling and analysis of supervisory systems
Workflow mining: a survey of issues and approaches
Data & Knowledge Engineering
Computers in Industry - Special issue: Process/workflow mining
Workflow Mining: Discovering Process Models from Event Logs
IEEE Transactions on Knowledge and Data Engineering
A study of cross-validation and bootstrap for accuracy estimation and model selection
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2
Business process management: a survey
BPM'03 Proceedings of the 2003 international conference on Business process management
Preserving the mental map using foresighted layout
EGVISSYM'01 Proceedings of the 3rd Joint Eurographics - IEEE TCVG conference on Visualization
Mining taxonomies of process models
Data & Knowledge Engineering
Dominance-based rough set approach to incomplete interval-valued information system
Data & Knowledge Engineering
Fraud detection in process aware systems
Companion Proceedings of the XIV Brazilian Symposium on Multimedia and the Web
Mining process models with prime invisible tasks
Data & Knowledge Engineering
Process discovery in event logs: An application in the telecom industry
Applied Soft Computing
Human-centered process engineering based on content analysis and process view aggregation
CAiSE'11 Proceedings of the 23rd international conference on Advanced information systems engineering
Activity mining: challenges and prospects
ADMA'06 Proceedings of the Second international conference on Advanced Data Mining and Applications
Science of Computer Programming
| Hi-index | 0.01 |
Many information systems log event data about executed tasks. Workflow mining is concerned with the derivation of a graphical workflow model out of this data. Experience from applying our workflow mining system InWoLvE in experiments and practical applications has shown that workflow mining is a highly interactive process. The mining expert iteratively approaches the result by varying the parameters of the mining tool and verifying the mined models. Our tool InWoLvE was not designed for intensive interactive usage. In this paper, we report about a rigorous requirements analysis and about possible solutions related with the support of such interactivity. Two selected solution concepts are explained in more detail. First, a special layout algorithm that is stable against small changes of the model thus allowing the workflow mining expert to maintain a mental map of the workflow. Second, a validation procedure that helps the expert to check event sequences against the (preliminary) mined model. These and other important concepts have been implemented in a prototype called ProTo.