SpeedTracer: a Web usage mining and analysis tool
IBM Systems Journal
Workflow mining: a survey of issues and approaches
Data & Knowledge Engineering
A Framework for the Evaluation of Session Reconstruction Heuristics in Web-Usage Analysis
INFORMS Journal on Computing
Process mining: a research agenda
Computers in Industry - Special issue: Process/workflow mining
Computers in Industry - Special issue: Process/workflow mining
Mining exact models of concurrent workflows
Computers in Industry - Special issue: Process/workflow mining
Discovering workflow models from activities' lifespans
Computers in Industry - Special issue: Process/workflow mining
Discovering models of behavior for concurrent workflows
Computers in Industry - Special issue: Process/workflow mining
The Reconstruction of User Sessions from a Server Log Using Improved Time-Oriented Heuristics
CNSR '04 Proceedings of the Second Annual Conference on Communication Networks and Services Research
Monitoring E-Business Web Services Usage through a Log Based Architecture
ICWS '04 Proceedings of the IEEE International Conference on Web Services
Web Services: Concepts, Architectures and Applications
Web Services: Concepts, Architectures and Applications
Conformance checking of service behavior
ACM Transactions on Internet Technology (TOIT)
Using process mining to business process distribution
Proceedings of the 2009 ACM symposium on Applied Computing
Online Interaction Analysis Framework for Ad-Hoc Collaborative Processes in SOA-Based Environments
Transactions on Petri Nets and Other Models of Concurrency II
Challenges in service mining: record, check, discover
ICWE'13 Proceedings of the 13th international conference on Web Engineering
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With the ever growing importance of the service-oriented paradigm in system architectures more and more (business) processes will be executed using service-oriented systems. Therefore, we believe that the ability to discover processes in loosely-coupled systems is essential in system optimization. Firstly, we briefly describe our previously introduced idea of Web Services Interaction Mining (WSIM) and then direct our attention on mining for workflows in logs provided by SOA. We thoroughly examine strategies in other fields of mining for their applicability in SOA. After that, we discuss logging possibilities in service-oriented systems and analyze mining opportunities with regards to the provided logs. As a case study we present a service-oriented system and its logging features. We conclude with a demonstration of how we successfully applied existing process mining strategies on this system's logs and present the results of that mining in the form of workflow models.