Challenges in Service Mining: Record, Check, Discover

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Provided by: Eindhoven University of Technology
Topic: Big Data
Format: PDF
Process mining aims to discover, monitor and improve real processes by extracting knowledge from event logs abundantly available in today's information systems. Although process mining has been applied in hundreds of organizations and process mining techniques have been embedded in a variety of commercial tools, to date these techniques have rarely been used for analyzing web services. One of the obvious reasons is that cross-organizational event data cannot be shared easily. However, messages exchanged between services tend to be structured; service-orientation continues to be the predominant implementation paradigm and the most substantial efficiency gains can often only be achieved across different organizations.
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