000 | 03745nam a22005895i 4500 | ||
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001 | 978-3-031-08848-3 | ||
003 | DE-He213 | ||
005 | 20240423130113.0 | ||
007 | cr nn 008mamaa | ||
008 | 220616s2022 sz | s |||| 0|eng d | ||
020 |
_a9783031088483 _9978-3-031-08848-3 |
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024 | 7 |
_a10.1007/978-3-031-08848-3 _2doi |
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_a658.4038 _223 |
245 | 1 | 0 |
_aProcess Mining Handbook _h[electronic resource] / _cedited by Wil M. P. van der Aalst, Josep Carmona. |
250 | _a1st ed. 2022. | ||
264 | 1 |
_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2022. |
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300 |
_aX, 503 p. 171 illus., 92 illus. in color. _bonline resource. |
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336 |
_atext _btxt _2rdacontent |
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337 |
_acomputer _bc _2rdamedia |
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338 |
_aonline resource _bcr _2rdacarrier |
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347 |
_atext file _bPDF _2rda |
||
490 | 1 |
_aLecture Notes in Business Information Processing, _x1865-1356 ; _v448 |
|
505 | 0 | _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 toTurn Insights Into Actions. | |
506 | 0 | _aOpen Access | |
520 | _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. | ||
650 | 0 |
_aInformation technology _xManagement. |
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650 | 0 | _aApplication software. | |
650 | 0 | _aData mining. | |
650 | 1 | 4 | _aBusiness Process Management. |
650 | 2 | 4 | _aComputer and Information Systems Applications. |
650 | 2 | 4 | _aData Mining and Knowledge Discovery. |
650 | 2 | 4 | _aComputer Application in Administrative Data Processing. |
700 | 1 |
_avan der Aalst, Wil M. P. _eeditor. _0(orcid) _10000-0002-0955-6940 _4edt _4http://id.loc.gov/vocabulary/relators/edt |
|
700 | 1 |
_aCarmona, Josep. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt |
|
710 | 2 | _aSpringerLink (Online service) | |
773 | 0 | _tSpringer Nature eBook | |
776 | 0 | 8 |
_iPrinted edition: _z9783031088476 |
776 | 0 | 8 |
_iPrinted edition: _z9783031088490 |
830 | 0 |
_aLecture Notes in Business Information Processing, _x1865-1356 ; _v448 |
|
856 | 4 | 0 | _uhttps://doi.org/10.1007/978-3-031-08848-3 |
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