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Aalst, Wil van der

Process Mining

Aalst, Wil van der - Process Mining, ebook

76,85€

Ebook, PDF with Adobe DRM
ISBN: 9783662498514
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Table of contents

Part I. Introduction

1. Data Science in Action
Wil Aalst

2. Process Mining: The Missing Link
Wil Aalst

Part II. Preliminaries

3. Process Modeling and Analysis
Wil Aalst

4. Data Mining
Wil Aalst

Part III. From Event Logs to Process Models

5. Getting the Data
Wil Aalst

6. Process Discovery: An Introduction
Wil Aalst

7. Advanced Process Discovery Techniques
Wil Aalst

Part IV. Beyond Process Discovery

8. Conformance Checking
Wil Aalst

9. Mining Additional Perspectives
Wil Aalst

10. Operational Support
Wil Aalst

Part V. Putting Process Mining to Work

11. Process Mining Software
Wil Aalst

12. Process Mining in the Large
Wil Aalst

13. Analyzing “Lasagna Processes”
Wil Aalst

14. Analyzing “Spaghetti Processes”
Wil Aalst

Part VI. Reflection

15. Cartography and Navigation
Wil Aalst

16. Epilogue
Wil Aalst

Keywords: Computer Science, Information Systems Applications (incl. Internet), Information Storage and Retrieval, IT in Business, Software Engineering, Logics and Meanings of Programs, Computer Appl. in Administrative Data Processing

Author(s)
Publisher
Springer
Publication year
2016
Language
en
Edition
2nd ed. 2016
Category
Information Technology, Telecommunications
Format
Ebook
eISBN (PDF)
9783662498514
Printed ISBN
978-3-662-49850-7

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