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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.
This book constitutes the proceedings of the BPM Forum from the
International Conference on Business Process Management, BPM 2017,
held in Barcelona, Spain, September 2017. The BPM Forum hosts
innovative research which has a high potential of stimulating
discussions. The papers selected for the forum are expected to
showcase fresh ideas from exciting and emerging topics in BPM, even
if they are not yet as mature as the regular papers at the
conference. The volume contains 11 full papers carefully reviewed
and selected from 97 submissions. Each paper was reviewed by a team
comprising of a senior PC and four regular PC members who engage in
a discussion phase after the initial reviews were prepared. The
authors eventually receive four review reports, and a meta-review
that summarizes the reviews and the discussion. The selected papers
cover topics related to process models and metrics, mining and
compliance, and to other innovative ideas such as gamification,
smart devices and digital innovation as far as they pertain to BPM.
This is an open access book. This book comprises all the single
courses given as part of the First Summer School on Process Mining,
PMSS 2022, which was held in Aachen, Germany, during July 4-8,
2022. This volume contains 17 chapters organized into the following
topical sections: Introduction; process discovery; conformance
checking; data preprocessing; process enhancement and monitoring;
assorted process mining topics; industrial perspective and
applications; and closing.
This book constitutes the proceedings of the 42nd International
Conference on Application and Theory of Petri Nets and Concurrency,
PETRI NETS 2021, which was held virtually in June 2021.The 22 full
papers presented together with 2 keynote papers in this volume were
carefully reviewed and selected from 39 submissions. The focus of
the conference is on the following topics: application of
concurrency to system design; games; verification; synthesis and
mining; reachability and partial order; semantics; and tools.
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Business Process Management - 15th International Conference, BPM 2017, Barcelona, Spain, September 10-15, 2017, Proceedings (Paperback, 1st ed. 2017)
Josep Carmona, Gregor Engels, Akhil Kumar
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R2,652
Discovery Miles 26 520
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This book constitutes the proceedings of the 15th International
Conference on Business Process Management, BPM 2017, held in
Barcelona, Spain, in September 2017.The 19 revised full papers
papers presented were carefully reviewed and selected from 116
initial submissions. The topics selected by the authors demonstrate
an increasing interest of the research community in the area of
process mining, resonated by an equally fast-growing uptake by
different industry sectors. The papers are organized in topical
sections on process modeling; process mining; assorted BPM topics;
decisions and understanding; and process knowledge.
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