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This book introduces readers to the field of conformance checking
as a whole and outlines the fundamental relation between modelled
and recorded behaviour. Conformance checking interrelates the
modelled and recorded behaviour of a given process and provides
techniques and methods for comparing and analysing observed
instances of a process in the presence of a model, independent of
the model's origin. Its goal is to provide an overview of the
essential techniques and methods in this field at an intuitive
level, together with precise formalisations of its underlying
principles. The book is divided into three parts, that are meant to
cover different perspectives of the field of conformance checking.
Part I presents a comprehensive yet accessible overview of the
essential concepts used to interrelate modelled and recorded
behaviour. It also serves as a reference for assessing how
conformance checking efforts could be applied in specific domains.
Next, Part II provides readers with detailed insights into
algorithms for conformance checking, including the most commonly
used formal notions and their instantiation for specific analysis
questions. Lastly, Part III highlights applications that help to
make sense of conformance checking results, thereby providing a
necessary next step to increase the value of a given process model.
They help to interpret the outcomes of conformance checking and
incorporate them by means of enhancement and repair techniques.
Providing the core building blocks of conformance checking and
describing its main applications, this book mainly addresses
students specializing in business process management, researchers
entering process mining and conformance checking for the first
time, and advanced professionals whose work involves process
evaluation, modelling and optimization.
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