Adept_flex—Supporting Dynamic Changes of Workflows Without Losing Control
Journal of Intelligent Information Systems - Special issue on workflow management systems
Petri Net Theory and the Modeling of Systems
Petri Net Theory and the Modeling of Systems
Plan Recognition and Evaluation for On-line Critiquing
User Modeling and User-Adapted Interaction
Workflow mining: a survey of issues and approaches
Data & Knowledge Engineering
Clinical Decision Support: The Road Ahead
Clinical Decision Support: The Road Ahead
Flexible guideline-based patient careflow systems
Artificial Intelligence in Medicine
On enabling integrated process compliance with semantic constraints in process management systems
Information Systems Frontiers
Discovery of clinical pathway patterns from event logs using probabilistic topic models
Journal of Biomedical Informatics
| Hi-index | 0.00 |
Organizational processes in general and patient-care processes in particular, change over time. This may be in response to situations unpredicted by a predefined business process model (or clinical guideline), or as a result of new knowledge which has not yet been incorporated into the model. Process mining techniques enable capturing process changes, evaluating the gaps between the predefined model and the practiced process, and modifying the model accordingly. This position paper motivates the extension of process mining in order to capture not only deviations from the process model, but also the outcomes associated with them (e.g., patient improving or deteriorating). These should be taken into account when modifications to the process are made.