Process Mining Handbook
商品資訊
ISBN13：9783031088476
出版社：Springer Nature
作者：Wil M. P. Van Der Aalst(EDI)
出版日：2022/07/18
裝訂：平裝
規格：23.4cm*15.6cm*2.6cm (高/寬/厚)
商品簡介
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.
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