Process Mining Handbook

Häftad, Engelska, 2022

AvWil M. P. van der Aalst,Josep Carmona,Wil M. P. Van Der Aalst,Wil M. P. van der Aalst

369 kr

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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 enhancement and monitoring; assorted process mining topics;

Produktinformation

Utgivningsdatum2022-06-17
Mått155 x 235 x 34 mm
Vikt790 g
FormatHäftad
SpråkEngelska
SerieLecture Notes in Business Information Processing
Antal sidor503
FörlagSpringer International Publishing AG
ISBN9783031088476

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Tillämpad datateknik inom Data och it
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Affärsförhandlingar inom Ekonomi och ledarskap

Introduction.- Process Mining: A 360 Degree Overview.- Process Discovery.- Foundations of Process Discovery.- Advanced Process Discovery Techniques.- Declarative Process Specifications: Reasoning, Discovery, Monitoring.- Conformance Checking.- Conformance Checking: Foundations, Milestones and Challenges.- Data Preprocessing.- Foundations of Process Event Data.- A Practitioner’s View on Process Mining Adoption, Event Log Engineering and Data Challenges.- Process Enhancement and Monitoring.- Foundations of Process Enhancement.- Process Mining over Multiple Behavioral Dimensions with Event Knowledge Graphs.- Predictive Process Monitoring.- Assorted Process Mining Topics.- Streaming Process Mining.- Responsible Process Mining.- Industrial Perspective and Applications.- Status and Future of Process Mining: from Process Discovery to Process Execution.- Using Process Mining in Healthcare.- Process Mining for Financial Auditing.- Robotic Process Mining.- Closing.- Scaling Process Mining toTurn Insights Into Actions.

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