Process Mining Techniques in Business Environments

Process Mining Techniques in Business Environments

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After a brief presentation of the state of the art of process-mining techniques, Andrea Burratin proposes different scenarios for the deployment of process-mining projects, and in particular a characterization of companies in terms of their process awareness. The approaches proposed in this book belong to two different computational paradigms: first to classic qbatch process mining, q and second to more recent qonline process mining.q The book encompasses a revised version of the author's PhD thesis, which won the qBest Process Mining Dissertation Awardq in 2014, awarded by the IEEE Task Force on Process Mining.These activities are: control-flow discovery; conformance checking; and extension or enhancement. We will ... Once all these relations are available, it is possible to combine them in order to construct the mined model. ... coming from different sources: for example, not only the control-flow, but also a social network with the interactions between the activity originators (creating a global process description).

Title:Process Mining Techniques in Business Environments
Author:Andrea Burattin
Publisher:Springer - 2015-05-12


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