LEADER 04687nam 22006495 450 001 9910299163903321 005 20251202150751.0 010 $a3-319-99414-X 024 7 $a10.1007/978-3-319-99414-7 035 $a(CKB)4100000007127503 035 $a(DE-He213)978-3-319-99414-7 035 $a(MiAaPQ)EBC6312829 035 $a(PPN)232474109 035 $a(EXLCZ)994100000007127503 100 $a20181111d2018 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aConformance Checking $eRelating Processes and Models /$fby Josep Carmona, Boudewijn van Dongen, Andreas Solti, Matthias Weidlich 205 $a1st ed. 2018. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2018. 215 $a1 online resource (XIV, 270 p. 164 illus., 63 illus. in color.) 311 08$a3-319-99413-1 327 $a1 Introduction to Conformance Checking -- 2 The Basics of Processes and Models -- 3 Quality Dimensions for Relating Processes and Models -- 4 A First Take on Conformance Checking -- 5 Preliminaries to Conformance Checking -- 6 Preparation -- 7 Aligning Event Data and Process Models -- 8 Interpreting Alignments -- 9 Advanced Alignment Techniques -- 10 Understanding Processes -- 11 Improving Processes Using Conformance Checking -- 12 Conformance Checking Software -- 13 Epilogue -- References -- Index. 330 $aThis book introduces readers to the field of conformance checking as a whole and outlines the fundamental relation between modelled and recorded behaviour. Conformance checking interrelates the modelled and recorded behaviour of a given process and provides techniques and methods for comparing and analysing observed instances of a process in the presence of a model, independent of the model?s origin. Its goal is to provide an overview of the essential techniques and methods in this field at an intuitive level, together with precise formalisations of its underlying principles. The book is divided into three parts, that are meant to cover different perspectives of the field of conformance checking. Part I presents a comprehensive yet accessible overview of the essential concepts used to interrelate modelled and recorded behaviour. It also serves as a reference for assessing how conformance checking efforts could be applied in specific domains. Next, Part IIprovides readers with detailed insights into algorithms for conformance checking, including the most commonly used formal notions and their instantiation for specific analysis questions. Lastly, Part III highlights applications that help to make sense of conformance checking results, thereby providing a necessary next step to increase the value of a given process model. They help to interpret the outcomes of conformance checking and incorporate them by means of enhancement and repair techniques. Providing the core building blocks of conformance checking and describing its main applications, this book mainly addresses students specializing in business process management, researchers entering process mining and conformance checking for the first time, and advanced professionals whose work involves process evaluation, modelling and optimization. 606 $aApplication software 606 $aInformation technology$xManagement 606 $aData mining 606 $aQuantitative research 606 $aComputer and Information Systems Applications 606 $aBusiness Process Management 606 $aData Mining and Knowledge Discovery 606 $aData Analysis and Big Data 606 $aComputer Application in Administrative Data Processing 615 0$aApplication software. 615 0$aInformation technology$xManagement. 615 0$aData mining. 615 0$aQuantitative research. 615 14$aComputer and Information Systems Applications. 615 24$aBusiness Process Management. 615 24$aData Mining and Knowledge Discovery. 615 24$aData Analysis and Big Data. 615 24$aComputer Application in Administrative Data Processing. 676 $a006.312 700 $aCarmona$b Josep$4aut$4http://id.loc.gov/vocabulary/relators/aut$0859883 702 $avan Dongen$b Boudewijn$4aut$4http://id.loc.gov/vocabulary/relators/aut 702 $aSolti$b Andreas$4aut$4http://id.loc.gov/vocabulary/relators/aut 702 $aWeidlich$b Matthias$4aut$4http://id.loc.gov/vocabulary/relators/aut 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910299163903321 996 $aConformance Checking$92278623 997 $aUNINA