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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 discovery; conformance checking; data preprocessing; process enhancement and monitoring; assorted process mining topics; industrial perspective and applications; and closing.
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.
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
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 to Turn Insights Into Actions.
| Erscheinungsjahr: | 2022 |
|---|---|
| Fachbereich: | Anwendungs-Software |
| Genre: | Informatik |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Taschenbuch |
| Reihe: | Lecture Notes in Business Information Processing |
| Inhalt: |
x
503 S. 79 s/w Illustr. 92 farbige Illustr. 503 p. 171 illus. 92 illus. in color. |
| ISBN-13: | 9783031088476 |
| ISBN-10: | 3031088476 |
| Sprache: | Englisch |
| Ausstattung / Beilage: | Paperback |
| Einband: | Kartoniert / Broschiert |
| Redaktion: |
Carmona, Josep
Aalst, Wil M. P. van der |
| Herausgeber: | Wil M P van der Aalst/Josep Carmona |
| Auflage: | 1st ed. 2022 |
| Hersteller: |
Springer International Publishing
Springer International Publishing AG Lecture Notes in Business Information Processing |
| Maße: | 235 x 155 x 28 mm |
| Von/Mit: | Josep Carmona (u. a.) |
| Erscheinungsdatum: | 17.06.2022 |
| Gewicht: | 0,774 kg |
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
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 to Turn Insights Into Actions.
| Erscheinungsjahr: | 2022 |
|---|---|
| Fachbereich: | Anwendungs-Software |
| Genre: | Informatik |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Taschenbuch |
| Reihe: | Lecture Notes in Business Information Processing |
| Inhalt: |
x
503 S. 79 s/w Illustr. 92 farbige Illustr. 503 p. 171 illus. 92 illus. in color. |
| ISBN-13: | 9783031088476 |
| ISBN-10: | 3031088476 |
| Sprache: | Englisch |
| Ausstattung / Beilage: | Paperback |
| Einband: | Kartoniert / Broschiert |
| Redaktion: |
Carmona, Josep
Aalst, Wil M. P. van der |
| Herausgeber: | Wil M P van der Aalst/Josep Carmona |
| Auflage: | 1st ed. 2022 |
| Hersteller: |
Springer International Publishing
Springer International Publishing AG Lecture Notes in Business Information Processing |
| Maße: | 235 x 155 x 28 mm |
| Von/Mit: | Josep Carmona (u. a.) |
| Erscheinungsdatum: | 17.06.2022 |
| Gewicht: | 0,774 kg |
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