000 05290nam a22006255i 4500
001 978-3-319-99414-7
003 DE-He213
005 20210201191259.0
007 cr nn 008mamaa
008 181111s2018 gw | s |||| 0|eng d
020 _a9783319994147
_9978-3-319-99414-7
050 4 _aQA76.76.A65
072 7 _aUNH
_2bicssc
072 7 _aCOM032000
_2bisacsh
072 7 _aUNH
_2thema
072 7 _aUDBD
_2thema
082 0 4 _a005.7
_223
100 1 _aCarmona, Josep.
_eauthor.
_0(orcid)0000-0001-9656-254X
_1https://orcid.org/0000-0001-9656-254X
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
245 1 0 _aConformance Checking
_h[electronic resource] :
_bRelating Processes and Models /
_cby Josep Carmona, Boudewijn van Dongen, Andreas Solti, Matthias Weidlich.
250 _a1st ed. 2018.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2018.
300 _aXIV, 270 p. 164 illus., 63 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
500 _aAcceso multiusuario
505 0 _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.
520 _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 II provides 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.
541 _fUABC ;
_cTemporal ;
_d01/01/2021-12/31/2023.
650 0 _aApplication software.
650 0 _aManagement information systems.
650 0 _aIndustrial management.
650 0 _aData mining.
650 0 _aBig data.
650 1 4 _aInformation Systems Applications (incl. Internet).
_0https://scigraph.springernature.com/ontologies/product-market-codes/I18040
650 2 4 _aBusiness Process Management.
_0https://scigraph.springernature.com/ontologies/product-market-codes/522020
650 2 4 _aData Mining and Knowledge Discovery.
_0https://scigraph.springernature.com/ontologies/product-market-codes/I18030
650 2 4 _aBig Data/Analytics.
_0https://scigraph.springernature.com/ontologies/product-market-codes/522070
650 2 4 _aComputer Appl. in Administrative Data Processing.
_0https://scigraph.springernature.com/ontologies/product-market-codes/I2301X
700 1 _avan Dongen, Boudewijn.
_eauthor.
_0(orcid)0000-0002-3978-6464
_1https://orcid.org/0000-0002-3978-6464
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
700 1 _aSolti, Andreas.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
700 1 _aWeidlich, Matthias.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783319994130
776 0 8 _iPrinted edition:
_z9783319994154
856 4 0 _zLibro electrónico
_uhttp://148.231.10.114:2048/login?url=https://doi.org/10.1007/978-3-319-99414-7
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
942 _cLIBRO_ELEC
999 _c241636
_d241635