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020 _a9783031161711
_9978-3-031-16171-1
024 7 _a10.1007/978-3-031-16171-1
_2doi
050 4 _aQA76.76.A65
072 7 _aUB
_2bicssc
072 7 _aCOM005000
_2bisacsh
072 7 _aUX
_2thema
082 0 4 _a005.3
_223
245 1 0 _aBusiness Process Management Forum
_h[electronic resource] :
_bBPM 2022 Forum, Münster, Germany, September 11–16, 2022, Proceedings /
_cedited by Claudio Di Ciccio, Remco Dijkman, Adela del Río Ortega, Stefanie Rinderle-Ma.
250 _a1st ed. 2022.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2022.
300 _aXVI, 225 p. 63 illus., 27 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aLecture Notes in Business Information Processing,
_x1865-1356 ;
_v458
505 0 _aModeling and Design -- Why Do Banks Find Business Process Compliance So Challenging? An Australian Perspective -- On the Use of the Conformance and Compliance Keywords During Verification of Business Processes -- A Data-Centric Approach to Design Resilient-Aware Process Models in BPMN -- The Early Process Catches the Weak Event: Process Latency and Strategies for its Reduction -- Bridging the gap between process mining methodologies and process mining practices -- Process mining -- Systems Mining with HERAKLIT: The Next Step -- Conformance Checking Over Stochastically Known Logs -- Alpha Precision: Estimating the Significant System Behavior in a Model -- Learning to act: a Reinforcement Learning approach to recommend the best next activities -- Predictive Process Monitoring -- Change Detection in Dynamic Event Attributes -- Dealing with Unexpected Runtime Outcomes within Process Models -- Detecting Context-Aware Deviations in Process Executions -- When to intervene? Prescriptive Process Monitoring Under Uncertainty and Resource Constraints. .
520 _aThis book constitutes the proceedings of the BPM Forum held at the 20th International Conference on Business Process Management, BPM 2022, which took place in Münster, Germany, in September 2022. The BPM Forum hosts innovative research which has a high potential of stimulating discussions. The papers selected for the forum are expected to showcase fresh ideas from exciting and emerging topics in BPM, even if they are not yet as mature as the regular papers at the conference. The 13 full papers included in this volume were carefully reviewed and selected from 98 submissions. The papers were organized in topical sections named: modeling and design; process mining; and predictive process monitoring.
650 0 _aApplication software.
650 0 _aBusiness information services.
650 0 _aData mining.
650 1 4 _aComputer and Information Systems Applications.
650 2 4 _aIT in Business.
650 2 4 _aData Mining and Knowledge Discovery.
700 1 _aDi Ciccio, Claudio.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aDijkman, Remco.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _adel Río Ortega, Adela.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aRinderle-Ma, Stefanie.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783031161704
776 0 8 _iPrinted edition:
_z9783031161728
830 0 _aLecture Notes in Business Information Processing,
_x1865-1356 ;
_v458
856 4 0 _uhttps://doi.org/10.1007/978-3-031-16171-1
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