Business Process Management Workshops: BPM 2022 International Workshops, Münster, Germany, September 11–16, 2022, Revised Selected Papers

339 Pages·2023·19.351 MB·English

by  Cristina Cabanillas, Niels Frederik Garmann-Johnsen, Agnes Koschmider

Cristina Cabanillas
Niels Frederik Garmann-Johnsen
Agnes Koschmider (Eds.)
0 Business Process
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Management Workshops
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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
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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
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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