Business Process Management Workshops: BPM 2022 International Workshops, Münster, Germany, September 11–16, 2022, Revised Selected Papers PDF
Preview Business Process Management Workshops: BPM 2022 International Workshops, Münster, Germany, September 11–16, 2022, Revised Selected Papers
Cristina Cabanillas Niels Frederik Garmann-Johnsen Agnes Koschmider (Eds.) 0 Business Process 6 4 P Management Workshops I B N L BPM 2022 International Workshops Münster, Germany, September 11–16, 2022 Revised Selected Papers 123 Lecture Notes in Business Information Processing 460 SeriesEditors WilvanderAalst ,RWTHAachenUniversity,Aachen,Germany JohnMylopoulos ,UniversityofTrento,Trento,Italy SudhaRam ,UniversityofArizona,Tucson,AZ,USA MichaelRosemann ,QueenslandUniversityofTechnology, Brisbane,QLD,Australia ClemensSzyperski,MicrosoftResearch,Redmond,WA,USA LNBIPreportsstate-of-the-artresultsinareasrelatedtobusinessinformationsystems and industrial application software development – timely, at a high level, and in both printedandelectronicform. Thetypeofmaterialpublishedincludes (cid:129) Proceedings(publishedintimefortherespectiveevent) (cid:129) Postproceedings(consistingofthoroughlyrevisedand/orextendedfinalpapers) (cid:129) Othereditedmonographs(suchas,forexample,projectreportsorinvitedvolumes) (cid:129) Tutorials (coherently integrated collections of lectures given at advanced courses, seminars,schools,etc.) (cid:129) Award-winningorexceptionaltheses LNBIP is abstracted/indexed in DBLP, EI and Scopus. LNBIP volumes are also submittedfortheinclusioninISIProceedings. Cristina Cabanillas · Niels Frederik Garmann-Johnsen · Agnes Koschmider Editors Business Process Management Workshops BPM 2022 International Workshops Münster, Germany, September 11–16, 2022 Revised Selected Papers Editors CristinaCabanillas NielsFrederikGarmann-Johnsen UniversityofSeville UniversityofAgder Sevilla,Spain Kristiansand,Norway AgnesKoschmider KielUniversity Kiel,Germany ISSN 1865-1348 ISSN 1865-1356 (electronic) LectureNotesinBusinessInformationProcessing ISBN 978-3-031-25382-9 ISBN 978-3-031-25383-6 (eBook) https://doi.org/10.1007/978-3-031-25383-6 ©SpringerNatureSwitzerlandAG2023 Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpartof thematerialisconcerned,specificallytherightsoftranslation,reprinting,reuseofillustrations,recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilarmethodologynow knownorhereafterdeveloped. Theuseofgeneraldescriptivenames,registerednames,trademarks,servicemarks,etc.inthispublication doesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfromtherelevant protectivelawsandregulationsandthereforefreeforgeneraluse. Thepublisher,theauthors,andtheeditorsaresafetoassumethattheadviceandinformationinthisbook arebelievedtobetrueandaccurateatthedateofpublication.Neitherthepublishernortheauthorsorthe editorsgiveawarranty,expressedorimplied,withrespecttothematerialcontainedhereinorforanyerrors oromissionsthatmayhavebeenmade.Thepublisherremainsneutralwithregardtojurisdictionalclaimsin publishedmapsandinstitutionalaffiliations. ThisSpringerimprintispublishedbytheregisteredcompanySpringerNatureSwitzerlandAG Theregisteredcompanyaddressis:Gewerbestrasse11,6330Cham,Switzerland Preface BPM isan annual, international conference that covers allaspects related to Business Process Management. It has become the most prestigious forum for researchers and practitionersinthefieldandservesasameltingpotforexpertsfromamixofdisciplines includingComputerScience,InformationSystemsEngineering,andManagement.The BPM conference itself is complemented by a workshop program, where workshops dedicatedtomorespecializedthemes,tocross-cuttingissues,andtoupcomingtrendsand paradigmscanbeeasilyandconvenientlyorganizedwithlittleadministrativeoverhead. ThisvolumecollectstheproceedingsoftheBPM2022workshopsheldonSeptember 12,2022inMünster,Germany. BPM2022solicitedproposalsforone-dayorhalf-dayworkshopstobeheldbefore themainconference.Intheworkshopreviewandacceptanceprocess,prioritywasgiven to proposals that not only addressed an exciting topic but also promised a creative format likely to generate lively interactions and foster new ideas. Examples include panelsconnectingpractitionersandresearchersorresearch-in-progresspapersforyoung researchers.Ofthe10workshopproposalssubmitted,thefollowing8workshopswere selectedforco-locationwithBPM2022: (cid:129) 6thInternationalWorkshoponArtificialIntelligenceforBusinessProcessManage- ment (AI4BPM 2022) organized by Chiara Di Francescomarino, Fabrizio Maria Maggi,AndreaMarrella,ArikSenderovichandEmilioSulis. Thegoalofthisworkshop wastoestablishaforumforresearchers andprofes- sionals interested in understanding, envisioning and discussing the challenges and opportunitiesofmovingfromcurrent,largelyprogrammaticapproachesforBPM,to emergingformsofAI-enabledBPM. (cid:129) 6th International Workshop on BP-Meet-IoT (BP-Meet-IoT 2022) organized by FrancescoLeotta,MassimoMecella,EstefaniaSerralandVictoriaTorres. BP-Meet-IoT discussed the current state of ongoing research, industry needs, futuretrends,andpracticalexperiencesintheintegrationbetweentheIoTandBPM fields. (cid:129) 18thInternationalWorkshoponBusinessProcessIntelligence(BPI2022)organized byJochenDeWeerdt,MarwanHassaniandAndreaBurattin. ThisworkshophasalongtraditionattheBPMconferenceand,asusual,itfeatured presentationsofinterestingresearchpapersintheBPIdomain. (cid:129) 2ndInternationalWorkshoponBusinessProcessManagementandRoutineDynamics (BPM&RD2022)organizedbyBastianWurm,ThomasGrisold,WaldemarKremser andJanMendling. BPM&RD invited conceptual, empirical, and algorithm engineering papers addressingthedynamicsofbusinessprocessesandorganizationalroutines. vi Preface (cid:129) 15th International Workshop on Social and Human Aspects of Business Process Management(BPMS22022)organizedbyRainerSchmidtandSelminNurcan. TheBPMS2workshopexploredhowsocialinteractionsintegratewithBPMand howBPMmayprofitfromthisintegration.Furthermore,theworkshopinvestigated thehumanaspectsintroducedintoBPMbyinvolvinghumanusers. (cid:129) 1st International Workshop on Data-Driven Business Process Optimization (BPO 2022)organizedbyArikSenderovich,RemcoDijkmanandWillemvanJaarsveld. This workshop aimed to bring together researchers from both the area of BPM andtheareaofOperationsResearchaswellasotherrelatedareas,withtheoverall goalofdevelopingtechniquesforoptimizingbusinessprocessesinanorganization basedonmodelsthatarecreatedfromreal-worlddata. (cid:129) 10th International Workshop on Declarative, Decision and Hybrid Approaches to Processes (DEC2H 2022) organized by María Teresa Gómez-López, Claudio Di Ciccio,TijsSlaats,andJanVanthienen. DEC2Hwasinterestedinthedecision-andrule-basedmodelingandminingof processes, as well as in their hybridization with imperative models in all phases of theBPMlifecycle. (cid:129) 1st International Workshop on Natural Language Processing for Business Process Management(NLP4BPM2022)organizedbyHanvanderAa,ManuelResinas,Adela delRío-Ortega,andHenrikLeopold. The NLP4BPM workshop aimed to provide a forum for researchers and prac- titioners to present, discuss, and evaluate how natural language processing (NLP) can be used to establish new or improve existing methods, techniques, tools, and process-awaresystemsthatsupportthedifferentphasesoftheBPMlifecycle. All workshops together received a total of 51 submissions. Each workshop had an independent Program Committee, which was in charge of selecting the papers for publication.Theworkshoppapersreceivedatleastthreereviewsperpaper.Outofthe 51submissions,26paperswereselectedtobepresentedattheworkshops.Twoofthe acceptedpaperswerenotincludedinthefinalproceedingsbecausetheauthorsdecided towithdrawthem.Thus,theacceptanceratewas47%. Wethankallworkshopproposersandorganizers,authors,reviewers,keynotespeak- ersandpresentersaswellastheaudienceoftheBPM2022workshopsfortheircontri- butionstoknowledgecreationanddistributioninthefieldofBusinessProcessManage- ment.WealsothanktheorganizersandhelpersoftheBPM2022conference,andWWU Münsterasagreathostforagenuinelyniceevent.Lastly,sincerethankstoSpringerfor theirhelpinpublishingtheproceedings. CristinaCabanillas NielsFrederikGarmann-Johnsen AgnesKoschmider Contents 6thInternationalWorkshoponArtificialIntelligenceforBusiness ProcessManagement(AI4BPM2022) ConstraintsforProcessFraminginAI-AugmentedBPM .................... 5 MarcoMontali TransformerModelsforActivityMininginKnowledge-IntensiveProcesses ... 13 FariaKhandaker,ArikSenderovich,EricYu,SebastianCarbajales, andAllenChan Automated Intelligent Assistance with Explainable Decision Models inKnowledge-IntensiveProcesses ....................................... 25 AlexandreGoossens, UlysseMaes, YvesTimmermans, andJanVanthienen TheLabelAmbiguityProbleminProcessPrediction ........................ 37 PeterPfeiffer,JohannesLahann,andPeterFettke Situation-Aware eXplainability for Business Processes Enabled byComplexEvents .................................................... 45 GuyAmit,FabianaFournier,LiorLimonad,andInnaSkarbovsky 6th International Workshop on Business Processes Meet Internet-of-Things(BP-Meet-IoT2022) Assessing the Suitability of Traditional Event Log Standards forIoT-EnhancedEventLogs ........................................... 63 YannisBertrand,JochenDeWeerdt,andEstefaníaSerral MethodtoIdentifyProcessActivitiesbyVisualizingSensorEvents ........... 76 FlemmingWeyers,RonnySeiger,andBarbaraWeber AHolisticFrameworkforIoT-AwareBusinessProcesses .................... 89 YusufKirikkayis,FlorianGallik,andManfredReichert vAMoS:eVentAbstractionviaMotifsSearch ............................. 101 GemmaDiFedericoandAndreaBurattin viii Contents 18thInternationalWorkshoponBusinessProcessIntelligence (BPI2022) MiningforLong-TermDependenciesinCausalGraphs ..................... 117 HumamKourani, ChiaraDiFrancescomarino, ChiaraGhidini, WilvanderAalst,andSebastiaanvanZelst What Can Database Query Processing Do for Instance-Spanning Constraints? .......................................................... 132 HebaAamer,MarcoMontali,andJanVandenBussche 2ndInternationalWorkshoponBusinessProcessManagementand RoutineDynamics(BPM&RD2022) EffectsofConcurrency inComplexServiceOrganizations:Evidence fromElectronicHealthRecords ......................................... 149 BrianT.Pentland,InkyuKim,QuanZhang,andJulieRyanWolf 15th International Workshop on Social and Human Aspects of BusinessProcessManagement(BPMS22022) PYP4Training-LudifyingBusinessProcessTraining ....................... 167 TatianeNevesLopes, RenataMendesdeAraujo, TadeuMoreiradeClasse,andThaynáGomes On Current Job Market Demands for Process Mining: A Descriptive AnalysisofLinkedInVacancies ......................................... 179 SiminMalekiShamasbi, AmyVanLooy, BarbaraWeber, andMaximilianRöglinger 1st International Workshop on Data-Driven Business Process Optimization(BPO2022) CombiningProcessMiningandOptimization:ASchedulingApplication inHealthcare ......................................................... 197 MatteoDiCunzolo, AlbertoGuastalla, RobertoAringhieri, EmilioSulis, IlariaAngelaAmantea, MassimilianoRonzani, ChiaraDiFrancescomarino, ChiaraGhidini, PaoloFonio, andMarcoGrosso DefiningProcessPerformanceMeasuresinanObject-CentricContext ........ 210 BediliaEstrada-Torres,Adeladel-Río-Ortega,andManuelResinas Contents ix 10thInternationalWorkshoponDeclarative,DecisionandHybrid ApproachestoProcesses(DEC2H2022) Design-TimeSupportforFragment-BasedCaseManagement ................ 231 KerstinAndree, LeonBein, MaximilianKönig, CaterinaMandel, MarcRosenau,CarlaTerboven,DorinaBano,StephanHaarmann, andMathiasWeske Process Mining Meets Statistical Model Checking: Towards a Novel ApproachtoModelValidationandEnhancement ........................... 243 RobertoCasaluce, AndreaBurattin, FrancescaChiaromonte, andAndreaVandin ASystematicComparisonofCaseManagementLanguages ................. 257 JuliaHolz,LuisePufahl,andIngoWeber DeclarativeGuidelineConformanceCheckingofClinicalTreatments: ACaseStudy ......................................................... 274 JoschaGrüger, TobiasGeyer, MartinKuhn, StephanA.Braun, andRalphBergmann ImprovingDeclarativeProcessMiningwithaPrioriNoiseFiltering .......... 286 AxelKjeldFjelradChristfort,SørenDebois,andTijsSlaats 1stInternational Workshop on Natural Language Processing for BusinessProcessManagement(NLP4BPM2022) Text-AwarePredictiveProcessMonitoringwithContextualizedWord Embeddings .......................................................... 303 LenaCabrera,SvenWeinzierl,SandraZilker,andMartinMatzner PET:AnAnnotatedDatasetforProcessExtractionfromNaturalLanguage TextTasks ............................................................ 315 PatrizioBellan,HanvanderAa,MauroDragoni,ChiaraGhidini, andSimonePaoloPonzetto SupportingEventLogExtractionBasedonMatching ....................... 322 ViniciusSteinDani,HenrikLeopold,JanMartijnE.M.vanderWerf, andHajoA.Reijers AuthorIndex ......................................................... 335
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