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This book encompasses a revised version of the PhD dissertation of Jorge Munoz-Gama written at the Computer Science Department of the Universitat Politècnica de Catalunya (Spain). In 2015, the dissertation won the “Best Process Mining Dissertation Award,” assigned by the IEEE Task Force on Process Mining to the most outstanding PhD thesis, discussed between 2013 and 2014, focused on the area of business process intelligence.

In the past few decades, the capability of information systems to generate and record overwhelming amounts of event data has witnessed an exponential growth in several domains, and in particular in industrial scenarios. Devices connected to the Internet (Internet of Things), social interaction, mobile computing, and cloud computing provide new sources of event data and this trend will continue in the next decades. The omnipresence of large amounts of event data stored in logs …