Process mining handbook:
Gespeichert in:
| Weitere Verfasser: | , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Cham
Springer
[2022]
|
| Schriftenreihe: | Lecture notes in business information processing
448 |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | x, 502 Seiten Illustrationen |
| ISBN: | 9783031088476 |
Internformat
MARC
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Datensatz im Suchindex
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| adam_text |
Contents Introduction Process Mining: A 360 Degree Overview . Wil M. P. van der Aalst З Process Discovery Foundations of Process Discovery . Wil Μ. P. van der Aalst 37 Advanced Process Discovery Techniques . Adriano Augusto, Josep Carmona, and Eric Verbeek 76 Declarative Process Specifications: Reasoning, Discovery, Monitoring . Claudio Di Ciccio and Marco Montali 108 Conformance Checking Conformance Checking: Foundations, Milestones and Challenges . Josep Carmona, Boudewijn van Dongen, and Matthias Weidlich 155 Data Preprocessing Foundations of Process Event Data. Jochen De Weerdt and Moe Thandar Wynn A Practitioner’s View on Process Mining Adoption, Event Log Engineering and Data Challenges . Rafael Accorsi and Julian Lebherz 193 212 Process Enhancement and Monitoring Foundations of Process Enhancement . Massimiliano de Leoni Process Mining over Multiple Behavioral Dimensions with Event Knowledge Graphs . Dirk Fahland 243 274
x Contents Predictive Process Monitoring. Chiara Di Francescomarino and Chiara Ghidini 320 Assorted Process Mining Topics Streaming Process Mining . Andrea Burattin 349 Responsible Process Mining . Felix Mannhardt 373 Industrial Perspective and Applications Status and Future of Process Mining: From Process Discovery to Process Execution . Lars Reinkemeyer 405 Using Process Mining in Healthcare. Niels Martin, Nils Wittig, and Jorge Munoz-Gama 416 Process Mining for Financial Auditing. Mieke Jans and Marc Eulerich 445 Robotic Process Mining . Marlon Dumas, Marcello La Rosa, Volodymyr Leno, Artem Polyvyanyy, and Fabrizio Maria Maggi 468 Closing Scaling Process Mining to Turn Insights into Actions . Wil M. P. van der Aalst and Josep Carmona 495 Author Index. 503 |
| adam_txt |
Contents Introduction Process Mining: A 360 Degree Overview . Wil M. P. van der Aalst З Process Discovery Foundations of Process Discovery . Wil Μ. P. van der Aalst 37 Advanced Process Discovery Techniques . Adriano Augusto, Josep Carmona, and Eric Verbeek 76 Declarative Process Specifications: Reasoning, Discovery, Monitoring . Claudio Di Ciccio and Marco Montali 108 Conformance Checking Conformance Checking: Foundations, Milestones and Challenges . Josep Carmona, Boudewijn van Dongen, and Matthias Weidlich 155 Data Preprocessing Foundations of Process Event Data. Jochen De Weerdt and Moe Thandar Wynn A Practitioner’s View on Process Mining Adoption, Event Log Engineering and Data Challenges . Rafael Accorsi and Julian Lebherz 193 212 Process Enhancement and Monitoring Foundations of Process Enhancement . Massimiliano de Leoni Process Mining over Multiple Behavioral Dimensions with Event Knowledge Graphs . Dirk Fahland 243 274
x Contents Predictive Process Monitoring. Chiara Di Francescomarino and Chiara Ghidini 320 Assorted Process Mining Topics Streaming Process Mining . Andrea Burattin 349 Responsible Process Mining . Felix Mannhardt 373 Industrial Perspective and Applications Status and Future of Process Mining: From Process Discovery to Process Execution . Lars Reinkemeyer 405 Using Process Mining in Healthcare. Niels Martin, Nils Wittig, and Jorge Munoz-Gama 416 Process Mining for Financial Auditing. Mieke Jans and Marc Eulerich 445 Robotic Process Mining . Marlon Dumas, Marcello La Rosa, Volodymyr Leno, Artem Polyvyanyy, and Fabrizio Maria Maggi 468 Closing Scaling Process Mining to Turn Insights into Actions . Wil M. P. van der Aalst and Josep Carmona 495 Author Index. 503 |
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| dewey-full | 658.4038 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 658 - General management |
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| discipline | Informatik Wirtschaftswissenschaften |
| discipline_str_mv | Informatik Wirtschaftswissenschaften |
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| isbn | 9783031088476 |
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| spelling | Process mining handbook Wil M.P. van der Aalst, Josep Carmona (eds.) Cham Springer [2022] © 2022 x, 502 Seiten Illustrationen txt rdacontent n rdamedia nc rdacarrier Lecture notes in business information processing 448 Business Process Management Computer and Information Systems Applications Data Mining and Knowledge Discovery Computer Application in Administrative Data Processing Information technology-Management Application software Data mining Prozessmanagement (DE-588)4353072-2 gnd rswk-swf Data Mining (DE-588)4428654-5 gnd rswk-swf Betriebliches Informationssystem (DE-588)4069386-7 gnd rswk-swf Prozessmodell (DE-588)4237203-3 gnd rswk-swf (DE-588)4143413-4 Aufsatzsammlung gnd-content Prozessmanagement (DE-588)4353072-2 s Data Mining (DE-588)4428654-5 s Prozessmodell (DE-588)4237203-3 s Betriebliches Informationssystem (DE-588)4069386-7 s DE-604 Aalst, Wil van der 1966- (DE-588)121921115 edt Carmona, Josep (DE-588)1175469718 edt Erscheint auch als Online-Ausgabe 978-3-031-08848-3 Lecture notes in business information processing 448 (DE-604)BV023204387 448 Digitalisierung UB Augsburg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=033746504&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Process mining handbook Lecture notes in business information processing Business Process Management Computer and Information Systems Applications Data Mining and Knowledge Discovery Computer Application in Administrative Data Processing Information technology-Management Application software Data mining Prozessmanagement (DE-588)4353072-2 gnd Data Mining (DE-588)4428654-5 gnd Betriebliches Informationssystem (DE-588)4069386-7 gnd Prozessmodell (DE-588)4237203-3 gnd |
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| title | Process mining handbook |
| title_auth | Process mining handbook |
| title_exact_search | Process mining handbook |
| title_exact_search_txtP | Process mining handbook |
| title_full | Process mining handbook Wil M.P. van der Aalst, Josep Carmona (eds.) |
| title_fullStr | Process mining handbook Wil M.P. van der Aalst, Josep Carmona (eds.) |
| title_full_unstemmed | Process mining handbook Wil M.P. van der Aalst, Josep Carmona (eds.) |
| title_short | Process mining handbook |
| title_sort | process mining handbook |
| topic | Business Process Management Computer and Information Systems Applications Data Mining and Knowledge Discovery Computer Application in Administrative Data Processing Information technology-Management Application software Data mining Prozessmanagement (DE-588)4353072-2 gnd Data Mining (DE-588)4428654-5 gnd Betriebliches Informationssystem (DE-588)4069386-7 gnd Prozessmodell (DE-588)4237203-3 gnd |
| topic_facet | Business Process Management Computer and Information Systems Applications Data Mining and Knowledge Discovery Computer Application in Administrative Data Processing Information technology-Management Application software Data mining Prozessmanagement Data Mining Betriebliches Informationssystem Prozessmodell Aufsatzsammlung |
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