Role-Based Access Control Models
Computer
Discovering models of software processes from event-based data
ACM Transactions on Software Engineering and Methodology (TOSEM)
The specification and enforcement of authorization constraints in workflow management systems
ACM Transactions on Information and System Security (TISSEC) - Special issue on role-based access control
Sap R/3 Process Oriented Implementation
Sap R/3 Process Oriented Implementation
On the discovery of process models from their instances
Decision Support Systems
Mining Process Models from Workflow Logs
EDBT '98 Proceedings of the 6th International Conference on Extending Database Technology: Advances in Database Technology
Policy resolution for workflow management systems
HICSS '95 Proceedings of the 28th Hawaii International Conference on System Sciences
Workflow-Based Process Monitoring and Controlling ¾ Technical and Organizational Issues
HICSS '00 Proceedings of the 33rd Hawaii International Conference on System Sciences-Volume 6 - Volume 6
Pattern Classification (2nd Edition)
Pattern Classification (2nd Edition)
Workflow mining: a survey of issues and approaches
Data & Knowledge Engineering
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
Process Aware Information Systems: Bridging People and Software Through Process Technology
Process Aware Information Systems: Bridging People and Software Through Process Technology
Introduction to Data Mining, (First Edition)
Introduction to Data Mining, (First Edition)
Discovering Social Networks from Event Logs
Computer Supported Cooperative Work
Discovering Expressive Process Models by Clustering Log Traces
IEEE Transactions on Knowledge and Data Engineering
VLDB '02 Proceedings of the 28th international conference on Very Large Data Bases
Dynamic Work Distribution in Workflow Management Systems: How to Balance Quality and Performance
Journal of Management Information Systems
On the controlled evolution of access rules in cooperative information systems
OTM'05 Proceedings of the 2005 Confederated international conference on On the Move to Meaningful Internet Systems - Volume >Part I
BPM'06 Proceedings of the 4th international conference on Business Process Management
Workflow resource patterns: identification, representation and tool support
CAiSE'05 Proceedings of the 17th international conference on Advanced Information Systems Engineering
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
Conformance testing: measuring the fit and appropriateness of event logs and process models
BPM'05 Proceedings of the Third international conference on Business Process Management
Mining staff assignment rules from event-based data
BPM'05 Proceedings of the Third international conference on Business Process Management
Collaborative workflow assistant for organizational effectiveness
Proceedings of the 2009 ACM symposium on Applied Computing
A Collaboration and Productiveness Analysis of the BPM Community
BPM '09 Proceedings of the 7th International Conference on Business Process Management
Using process mining to identify coordination patterns in IT service management
Decision Support Systems
The impact of business analytics on supply chain performance
Decision Support Systems
Discovering organizational perspective in workflow using agent approach: an illustrative case study
Proceedings of the 6th International Workshop on Enterprise & Organizational Modeling and Simulation
A process mining based approach to knowledge maintenance
Information Systems Frontiers
Discovery and analysis of e-mail-driven business processes
Information Systems
Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium
Resource behavior measure and application in business process management
Expert Systems with Applications: An International Journal
Process Mining: Overview and Opportunities
ACM Transactions on Management Information Systems (TMIS)
Modeling and mining of learnflows
Transactions on Petri Nets and Other Models of Concurrency V
A framework for exploring organizational structure in dynamic social networks
Decision Support Systems
What makes a good process model?
Software and Systems Modeling (SoSyM)
A comparative study of dimensionality reduction techniques to enhance trace clustering performances
Expert Systems with Applications: An International Journal
Getting a grasp on clinical pathway data: an approach based on process mining
PAKDD'12 Proceedings of the 2012 Pacific-Asia conference on Emerging Trends in Knowledge Discovery and Data Mining
Recommending social network applications via social filtering mechanisms
Information Sciences: an International Journal
Optimal resource assignment in workflows for maximizing cooperation
BPM'13 Proceedings of the 11th international conference on Business Process Management
Information and Software Technology
Improving business process decision making based on past experience
Decision Support Systems
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Process mining has emerged as a way to analyze processes based on the event logs of the systems that support them. Today's information systems (e.g., ERP systems) log all kinds of events. Moreover, also embedded systems (e.g., medical equipment, copiers, and other high-tech systems) start producing detailed event logs. The omnipresence of event logs is an important enabler for process mining. The primary goal of process mining is to extract knowledge from these logs and use it for a detailed analysis of reality. Lion's share of the efforts in this domain has been devoted to control-flow discovery. Many algorithms have been proposed to construct a process model based on an analysis of the event sequences observed in the log. As a result, other aspects have been neglected, e.g., the organizational setting and interactions among coworkers. Therefore, we focus on organizational mining. We will present techniques to discover organizational models and social networks and show how these models can assist in improving the underlying processes. To do this, we present new process mining techniques but also use existing techniques in an innovative manner. The approach has been implemented in the context of the ProM framework and has been applied in various case studies. In this paper, we demonstrate the applicability of our techniques by analyzing the logs of a municipality in the Netherlands.