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Process Mining Handbook de Wil M. P. van der Aalst

Process Mining Handbook: Lecture Notes in Business Information Processing, cartea 448

Editat de Wil M. P. van der Aalst, Josep Carmona
en Limba Engleză Paperback – 17 iun 2022
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.
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Specificații

ISBN-13: 9783031088476
ISBN-10: 3031088476
Pagini: 503
Ilustrații: X, 503 p. 171 illus., 92 illus. in color.
Dimensiuni: 155 x 235 x 34 mm
Greutate: 0.78 kg
Ediția:1st ed. 2022
Editura: Springer International Publishing
Colecția Springer
Seria Lecture Notes in Business Information Processing

Locul publicării:Cham, Switzerland

Cuprins

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.

Notă biografică


Textul de pe ultima copertă

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.
The 17 chapters presented in this volume were organized in 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.

Caracteristici

This book is open access, which means that you have free and unlimited access Written by one of the most influential and most-cited computer scientists and the best-known BPM researcher Self-contained and comprehensive overview for a broad audience in academia and industry up-to-date information on tools and the exploitation of modern IT infrastructures