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process mining in general and our algorithms and tools in particular. Key words: Process mining, social network analysis, work°ow management, business process management, business process analysis, data mining, Petri nets.

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What Is Process Mining?¶ Process mining is still a very new topic and few people know about it. So, before we go into any more detail this chapter answers the question “What is process mining in the first place?”.

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Process mining is an emerging discipline providing comprehensive sets of tools to provide fact-based insights to support process improvements. This new discipline builds on process model-driven approaches and data mining.

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In the next lectures, I will show you the Heuristics miner on real data, and the process mining tool prompt to show you that it can discover reasonable process models. 5:49 Skip to 5 minutes and 49 seconds But I will also show you even better process mining algorithms that also on real data can discover good quality process models.

The Fuzzy Miner was the first mining algorithm to introduce the "map metaphor" to process mining, including advanced features like seamless process simplification and highlighting of frequent activities and paths.

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Process mining techniques allow for extracting information from event logs. For example, the audit trails of a workflow management system or the transaction logs of an enterprise resource planning system can be used to discover models describing processes, organizations, and products.

ProM (which is short for Process Mining framework) is an Open Source framework for process mining algorithms. ProM provides a platform to users and developers of the process mining algorithms that is easy to use and easy to extend.

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