Explore the latest insights on process mining and data science in Wil van der Aalst’s updated book, offering essential knowledge for analysts, managers, and researchers alike.
2021-05-26 09:59:44
A new blog post of MINAUTICS was published on May 26, 2021 with the original title:
Process Mining: Data Science in Action
Overview:
This book by Wil van der Aalst presents an in-depth look at process mining within the broader scope of data science and big data techniques. It offers comprehensive insights to professionals in the field, exploring techniques, tools, and practical applications.
Core content:
- The second edition covers updates on inductive mining techniques and new software tools relevant to process mining.
- It includes extensive discussions on process discovery, conformance checking, and the application of process mining techniques.
- Highlights of the book include a new chapter focusing on large-scale process mining challenges.
- Offers guidance on practical application, including the introduction of tools such as ProM and various commercial products.
- Intended audience: business process analysts, consultants, managers, graduate students, and BPM researchers.
Learnings:
- Readers will gain an understanding of modern process mining techniques and their relevance in data science.
- Insights into effective business process modeling and data mining practices will be shared.
- Knowledge about software tools and their practical implications in process mining will be gained.
- Awareness of key challenges and opportunities in the field of process mining will be developed.
- Professional guidance will be provided on applying process mining successfully in business contexts.
The original content was published in English.
