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  • Textbook
  • Open Access
  • © 2022

Process Mining Handbook

  • 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

Part of the book series: Lecture Notes in Business Information Processing (LNBIP, volume 448)

Buying options

Softcover Book USD 49.99
Price excludes VAT (USA)

Table of contents (17 chapters)

  1. Front Matter

    Pages i-x
  2. Introduction

    1. Front Matter

      Pages 1-1
    2. Process Mining: A 360 Degree Overview

      • Wil M. P. van der Aalst
      Pages 3-34Open Access
  3. Process Discovery

    1. Front Matter

      Pages 35-35
    2. Foundations of Process Discovery

      • Wil M. P. van der Aalst
      Pages 37-75Open Access
    3. Advanced Process Discovery Techniques

      • Adriano Augusto, Josep Carmona, Eric Verbeek
      Pages 76-107Open Access
    4. Declarative Process Specifications: Reasoning, Discovery, Monitoring

      • Claudio Di Ciccio, Marco Montali
      Pages 108-152Open Access
  4. Conformance Checking

    1. Front Matter

      Pages 153-153
    2. Conformance Checking: Foundations, Milestones and Challenges

      • Josep Carmona, Boudewijn van Dongen, Matthias Weidlich
      Pages 155-190Open Access
  5. Data Preprocessing

    1. Front Matter

      Pages 191-191
    2. Foundations of Process Event Data

      • Jochen De Weerdt, Moe Thandar Wynn
      Pages 193-211Open Access
  6. Process Enhancement and Monitoring

    1. Front Matter

      Pages 241-241
    2. Foundations of Process Enhancement

      • Massimiliano de Leoni
      Pages 243-273Open Access
    3. Predictive Process Monitoring

      • Chiara Di Francescomarino, Chiara Ghidini
      Pages 320-346Open Access
  7. Assorted Process Mining Topics

    1. Front Matter

      Pages 347-347
    2. Streaming Process Mining

      • Andrea Burattin
      Pages 349-372Open Access
    3. Responsible Process Mining

      • Felix Mannhardt
      Pages 373-401Open Access
  8. Industrial Perspective and Applications

    1. Front Matter

      Pages 403-403

About this book

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.

Keywords

  • business process management
  • process mining
  • process discovery
  • conformance checking
  • knowledge graphs
  • Open Access
  • data science
  • data mining
  • stream data management
  • RPA - Robotic Process Automation

Editors and Affiliations

  • RWTH Aachen, Aachen, Germany

    Wil M. P. van der Aalst

  • Universitat Politècnica de Catalunya, Barcelona, Spain

    Josep Carmona

About the editors


Bibliographic Information

Buying options

Softcover Book USD 49.99
Price excludes VAT (USA)