LEADER 03826nam 22006735 450 001 9910580293803321 005 20241126134746.0 010 $a3-031-08848-4 024 7 $a10.1007/978-3-031-08848-3 035 $a(CKB)5600000000472183 035 $a(MiAaPQ)EBC7022530 035 $a(Au-PeEL)EBL7022530 035 $a(OCoLC)1333924562 035 $a(oapen)https://directory.doabooks.org/handle/20.500.12854/87733 035 $a(DE-He213)978-3-031-08848-3 035 $a(PPN)269151443 035 $a(EXLCZ)995600000000472183 100 $a20220616d2022 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aProcess Mining Handbook /$fedited by Wil M. P. van der Aalst, Josep Carmona 205 $a1st ed. 2022. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2022. 215 $a1 online resource (503 pages) 225 1 $aLecture Notes in Business Information Processing,$x1865-1356 ;$v448 311 $a3-031-08847-6 327 $aIntroduction -- 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. 330 $aThis is an open access book. This book comprises all the single courses given as part of the First Summer School on Process Mining, PMSS 2022, which was held in Aachen, Germany, during July 4-8, 2022. The 17 chapters presented in this volume were organized in the following topical sections: introduction; process discovery; conformance checking; data preprocessing; process enhancement and monitoring; assorted process mining topics; industrial perspective and applications; and closing. 410 0$aLecture Notes in Business Information Processing,$x1865-1356 ;$v448 606 $aInformation technology$xManagement 606 $aApplication software 606 $aData mining 606 $aBusiness Process Management 606 $aComputer and Information Systems Applications 606 $aData Mining and Knowledge Discovery 606 $aComputer Application in Administrative Data Processing 606 $aMineria de dades$2thub 608 $aLlibres electrònics$2thub 615 0$aInformation technology$xManagement. 615 0$aApplication software. 615 0$aData mining. 615 14$aBusiness Process Management. 615 24$aComputer and Information Systems Applications. 615 24$aData Mining and Knowledge Discovery. 615 24$aComputer Application in Administrative Data Processing. 615 7$aMineria de dades 676 $a658.4038 700 $aAalst$b Wil van der$0981323 701 $aCarmona$b Josep$0859883 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910580293803321 996 $aProcess Mining Handbook$92919615 997 $aUNINA