Organizational Management in Workflow Applications – Issues and Perspectives
Information Technology and Management
Workflow Mining: Discovering Process Models from Event Logs
IEEE Transactions on Knowledge and Data Engineering
Discovering Social Networks from Event Logs
Computer Supported Cooperative Work
Comprehensive data warehouse exploration with qualified association-rule mining
Decision Support Systems
Modelling work distribution mechanisms using Colored Petri Nets
International Journal on Software Tools for Technology Transfer (STTT)
Dynamic Work Distribution in Workflow Management Systems: How to Balance Quality and Performance
Journal of Management Information Systems
Conformance checking of processes based on monitoring real behavior
Information Systems
A semi-automatic approach for workflow staff assignment
Computers in Industry
Balancing Quality and Performance of Task Distribution in Workflow Based on Resource Aptitude
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part III: ICCS 2007
Resource Allocation vs. Business Process Improvement: How They Impact on Each Other
BPM '08 Proceedings of the 6th International Conference on Business Process Management
Towards comprehensive support for organizational mining
Decision Support Systems
Workflow simulation for operational decision support
Data & Knowledge Engineering
An OWL-based ontological approach to RAD modeling of human interactions for business collaboration
Expert Systems with Applications: An International Journal
An adaptive work distribution mechanism based on reinforcement learning
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
The prom framework: a new era in process mining tool support
ICATPN'05 Proceedings of the 26th international conference on Applications and Theory of Petri Nets
Mining staff assignment rules from event-based data
BPM'05 Proceedings of the Third international conference on Business Process Management
Planning of business process execution in Business Process Management environments
Information Sciences: an International Journal
Hi-index | 12.05 |
Efficient resource behavior measure in business process management is a real and challenging problem. It reflects the actual situations in business process execution from resource perspective and is highly relevant for the business process performance. This paper presents an approach of measuring resource behavior from four important perspectives, i.e., preference, availability, competence and cooperation, based on process mining. Furthermore, this paper shows how business process management can benefit from resource behavior measure. In particular, four applications are addressed to demonstrate the applicability of resource behavior measure in business process management. The presented approach is evaluated based on a proof-of-concept implementation and its application to a real case form health-care. The results show that the proposed approach is possible to improve current state of business process management.