LEADER 12871nam 22007455 450 001 9910865250703321 005 20240916214808.0 010 $a9783031610073 010 $a3031610075 024 7 $a10.1007/978-3-031-61007-3 035 $a(MiAaPQ)EBC31357845 035 $a(Au-PeEL)EBL31357845 035 $a(CKB)32170744700041 035 $a(OCoLC)1436830942 035 $a(DE-He213)978-3-031-61007-3 035 $a(EXLCZ)9932170744700041 100 $a20240530d2024 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aEnterprise, Business-Process and Information Systems Modeling $e25th International Conference, BPMDS 2024, and 29th International Conference, EMMSAD 2024, Limassol, Cyprus, June 3?4, 2024, Proceedings /$fedited by Han van der Aa, Dominik Bork, Rainer Schmidt, Arnon Sturm 205 $a1st ed. 2024. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2024. 215 $a1 online resource (400 pages) 225 1 $aLecture Notes in Business Information Processing,$x1865-1356 ;$v511 311 08$a9783031610066 311 08$a3031610067 327 $aIntro -- Preface -- BPMDS 2024 -- EMMSAD 2024 -- BPMDS 2024 Organization -- EMMSAD 2024 Organization -- Contents -- Joint BPMDS/EMMSAD 2024 Keynote -- Resource Optimization in Business Processes -- 1 Introduction -- 2 Framework for Business Process Resource Optimization -- 3 Advances in Business Process Resource Optimization -- 4 Conclusions -- References -- Large Language Model Applications (BPMDS 2024) -- Evaluating Large Language Models in Process Mining: Capabilities, Benchmarks, and Evaluation Strategies -- 1 Introduction -- 2 Background -- 2.1 Process Mining Tasks for LLMs -- 2.2 Implementation Paradigms of Process Mining on LLMs -- 3 Evaluating LLMs in Process Mining -- 3.1 LLMs Capabilities Needed for Process Mining -- 3.2 Relevant LLMs Benchmarks -- 3.3 How to Evaluate LLMs Outputs -- 4 Conclusion -- References -- Mapping the Landscape: Exploring Large Language Model Applications in Business Process Management -- 1 Introduction -- 2 Preliminary Concepts -- 2.1 Business Process Management Lifecycle -- 2.2 Large Language Models -- 3 Review Method -- 3.1 Inclusion and Exclusion Criteria -- 3.2 Sources and Search Strategy -- 4 Results -- 4.1 Positioning Articles -- 4.2 Articles that Contribute to the BPM Lifecycle Phases -- 5 Discussion and Conclusions -- References -- Process Model Extraction, Analysis, and Visualization (BPMDS 2024) -- Designing a User Interface to Explore Collections of Directly-Follows Graphs for Process Mining Analysis -- 1 Introduction -- 2 Related Work -- 3 Research Methodology -- 4 Results -- 4.1 Context Creation -- 4.2 Results Information -- 4.3 Pattern Search -- 5 Discussion and Limitations -- 6 Conclusions -- References -- Precision-Guided Minimization of Arbitrary Declarative Process Models -- 1 Introduction -- 2 Preliminaries -- 3 Minimizing Arbitrary Declarative Models -- 4 Experimental Evaluation. 327 $a5 Related Work -- 6 Conclusion -- References -- Leveraging Data Augmentation for Process Information Extraction -- 1 Introduction -- 2 Background -- 3 Related Work -- 4 Experiment Setup -- 4.1 Data Augmentation Effects -- 4.2 Finding Optimal Configurations -- 5 Results -- 6 Conclusion and Future Work -- References -- User Preferences and Agile Processes (BPMDS 2024) -- A Generic Approach Towards Adapting User Preferences in Business Process Execution -- 1 Motivation -- 2 Background -- 3 Related Work -- 4 Research Contribution -- 5 Design and Development of Artifact -- 6 Demonstration and Evaluation -- 7 Conclusion and Future Work -- References -- Introducing Agile Controllability in Temporal Business Processes -- 1 Introduction -- 2 Motivating Example -- 3 STNUs and Oracles -- 4 Checking Agile Controllability -- 5 An Alternative Approach to Avoid Backtracking -- 6 Proof of Concept -- 7 Discussion and Conclusion -- References -- Reviewing Conformance Checking Uses for Run-Time Regulatory Compliance -- 1 Introduction -- 2 Background and Related Work -- 2.1 Conformance Checking -- 2.2 Compliance Checking -- 2.3 Related Work -- 3 Research Method -- 4 Results -- 4.1 Preparation -- 4.2 Action -- 4.3 Reflection -- 5 Discussion -- 5.1 RQ1-Identification of Existing Contributions -- 5.2 RQ2-Characteristics of Existing Contributions -- 5.3 RQ3-Research Opportunities -- 5.4 Threats to Validity -- 6 Conclusion and Future Work -- References -- Process Discovery and Analysis (BPMDS 2024) -- Visual Representation of Resource Analysis Insights for Process Mining -- 1 Introduction -- 2 Background -- 2.1 Resource Analysis in Process Mining -- 2.2 Visualization of Resource-Related Indicators -- 2.3 Requirements -- 3 Approach -- 3.1 Preliminaries -- 3.2 Implementation -- 4 Evaluation -- 4.1 Event Log -- 4.2 User Evaluation -- 4.3 Discussion -- 4.4 Limitations. 327 $a5 Conclusion -- References -- Process Variant Analysis Across Continuous Features: A Novel Framework -- 1 Introduction -- 2 Related Work -- 3 Preliminaries -- 4 Process Variant Identification Framework -- 4.1 Control Flow Change Detection -- 4.2 Segmentation and Pairwise Comparison -- 5 Case Study -- 5.1 UWV Event Log -- 5.2 Process Variant Analysis Using UWV Event Log -- 5.3 A Deeper Analysis Considering Rejected Cases -- 6 Conclusion -- References -- A Novel Contextualization Method for Process Discovery Using Activity Specialization Hierarchies -- 1 Introduction -- 2 Related Work -- 2.1 Contextualization in Process Mining -- 2.2 Hierarchical Process Mining -- 3 Preliminaries -- 4 Running Case Study -- 5 Process Discovery with Activity Specialization Hierarchies -- 5.1 Create Activity Specialization Hierarchies (Phase 1) -- 5.2 Process Discovery Using Hierarchies (Phase 2) -- 5.3 Interpret Results (Phase 3) -- 6 Discussion -- 7 Conclusion -- References -- Evaluation of Modeling Methods (EMMSAD 2024) -- Enhancing Our Understanding of Business Process Model Comprehension Using Biometric Data -- 1 Introduction -- 2 Background and Related Work -- 3 Method -- 3.1 Data Preprocessing -- 4 Results -- 5 Discussion -- 6 Concluding Remarks -- References -- A Method for Digital Business Ecosystem Design: Evaluation of Two Cases in the Maritime Dataspaces -- 1 Introduction -- 2 Background to DBEs and the DBEmap Method -- 3 Research Design -- 4 Method Application and Evaluation -- 4.1 Modelling the Marispace-X DBE -- 4.2 Modelling the Skippo DBE -- 4.3 Evaluation -- 5 Discussion and Conclusions -- References -- Technology for Automatic Usability Evaluation Using Model Driven Engineering -- 1 Introduction -- 2 Related Work -- 3 Model-Driven Usability Evaluation Process and Tool -- 3.1 FENIkS -- 3.2 Extended Presentation Model -- 3.3 Usability Evaluation Procedure. 327 $a3.4 Usability Evaluation Tool -- 4 Evaluation by Experts -- 5 Conclusion and Further Work -- References -- Model-driven Engineering & -- AI 1 (EMMSAD 2024) -- Building BESSER: An Open-Source Low-Code Platform -- 1 Introduction -- 2 Overview of the BESSER Platform -- 2.1 B-UML Language -- 2.2 Code Generators -- 2.3 Running Example -- 2.4 Roadmap -- 3 BESSER Verticals -- 4 Discussion -- 5 Conclusion -- References -- Towards Taming Large Language Models with Prompt Templates for Legal GRL Modeling -- 1 Introduction -- 2 Challenges to Motivate Legal GRL Prompt Templates -- 3 Designing Legal GRL Prompt Templates -- 3.1 Preparations -- 3.2 Develop a Hohfeldian Model of Law -- 3.3 Generate a Legal GRL Model -- 4 Evaluation -- 4.1 Datasets for Scenarios -- 4.2 Results -- 4.3 Lessons Learned -- 5 Related Work -- 6 Conclusion and Outlook -- References -- Process Modeling with Large Language Models -- 1 Introduction -- 2 Related Work -- 3 LLM-Based Process Modeling Framework -- 3.1 Framework Overview -- 3.2 Process Representation -- 3.3 Prompt Engineering -- 3.4 Model Generation and Refinement -- 3.5 Error Handling -- 4 Evaluation -- 5 Limitations and Future Directions -- 6 Conclusion -- References -- Could a Large Language Model Contribute Significantly to Requirements Analysis? -- 1 Applying Large Language Models Despite Their Known Shortcomings -- 2 The Quasi-Experiment -- 2.1 The Quasi-Experiment's Goal and Form -- 2.2 Creation of Usable MS Word Documents Representing Three Cases -- 2.3 The Treatments -- 2.4 Execution of the Quasi-Experiment -- 3 Evaluation of Results Generated by ChatGPT-4 -- 4 Conclusions -- References -- Model-driven Engineering & -- AI 2 (EMMSAD 2024) -- Fast & -- Sound: Accelerating Synthesis-Rules-Based Process Discovery -- 1 Introduction -- 2 Related Work -- 3 Preliminaries -- 4 Approach. 327 $a4.1 The Synthesis Miner and Its Limitations -- 4.2 Extensions -- 5 Experimental Evaluation -- 5.1 Experimental Setup -- 5.2 Results and Discussion -- 6 Conclusion -- References -- Navigating the Data Model Divide in Smart Manufacturing: An Empirical Investigation for Enhanced AI Integration -- 1 Introduction -- 2 Background and Related Work -- 3 Stage 1: Empirical Study of Data Model Practices -- 3.1 Research Design -- 3.2 Results -- 3.3 Discussion and Implications for Data Model Design -- 4 Stage 2: Design and Preliminary Evaluation of an Intermediary Machine Data Model -- 4.1 Formal and Technical Design Criteria for Bridging Data Models: Insights from OCEL 2.0 -- 4.2 MAED: A Bridging Data Model for Harmonizing Sensor-Generated Industrial Measurement Data -- 4.3 Preliminary Evaluation -- 5 Conclusions, Limitations, and Future Work -- References -- A Multi-dimensional Model for the Design and Development of Analytical Information Systems -- 1 Introduction -- 2 Related Work -- 3 Model for the Design and Development of AIS -- 3.1 Domain Knowledge Dimension -- 3.2 Data Provider and Consumer Dimension -- 3.3 Analytical Requirements Dimension -- 3.4 Data Architecture Dimension -- 3.5 Data Processing and Analytics Dimension -- 4 Demonstration Case: The TPC-H Data Set -- 5 Conclusions -- References -- Modeling and Sustainability (EMMSAD 2024) -- Situational Environmental, Social and Governance Accounting: From Ethical Value Elicitation to Sustainability Reporting -- 1 Introduction -- 2 Background -- 2.1 ESG Accounting with Situational Method Engineering -- 2.2 The OpenESEA Framework for Developing ESGA ISs -- 3 Research Approach -- 4 A Meta-method for the Creation of Situational ESG Accounting Methods -- 4.1 Process Fragments -- 4.2 Product and Tool Fragments -- 4.3 Assembly Strategy and Good Practices -- 5 ESG4Orgs Evaluation -- 6 Discussion and Conclusion. 327 $aReferences. 330 $aThis book contains the refereed proceedings of two long-running events held along with the CAiSE conference relating to the areas of enterprise, business-process and information systems modeling: - the 25th International Conference on Business Process Modeling, Development and Support, BPMDS 2024, and - the 29th International Conference on Exploring Modeling Methods for Systems Analysis and Development, EMMSAD 2024. The conferences were taking place in Limassor, Cyprus, during June 3?4, 2024. For BPMDS 8 full papers and 3 short papers were carefully reviewed and selected for publication from a total of 25 submissions; for EMMSAD 11 full papers and 5 short papers were accepted from a total of 32 submissions after thorough reviews. The BPMDS papers deal with a broad range of theoretical and applications-based research in business process modeling, development and support. EMMSAD focusses on modeling methods for systems analysis and development. 410 0$aLecture Notes in Business Information Processing,$x1865-1356 ;$v511 606 $aInformation technology$xManagement 606 $aBusiness information services 606 $aSoftware engineering 606 $aArtificial intelligence 606 $aComputer Application in Administrative Data Processing 606 $aIT in Business 606 $aSoftware Engineering 606 $aArtificial Intelligence 615 0$aInformation technology$xManagement. 615 0$aBusiness information services. 615 0$aSoftware engineering. 615 0$aArtificial intelligence. 615 14$aComputer Application in Administrative Data Processing. 615 24$aIT in Business. 615 24$aSoftware Engineering. 615 24$aArtificial Intelligence. 676 $a005.3 700 $avan der Aa$b Han$0905491 701 $aBork$b Dominik$01367068 701 $aSchmidt$b Rainer$0481952 701 $aSturm$b Arnon$01741004 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910865250703321 996 $aEnterprise, Business-Process and Information Systems Modeling$94168660 997 $aUNINA LEADER 01417nam 22003733a 450 001 9910765761803321 005 20250203235441.0 010 $a87-7112-304-0 035 $a(CKB)5490000000052646 035 $a(ScCtBLL)79dd4142-a15a-48cc-bda5-9f928a7498d0 035 $a(EXLCZ)995490000000052646 100 $a20250203i20152020 uu 101 0 $aeng 135 $auru|||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 00$aGlobal Research Community : $eCollaboration and Developments /$fAnette Kolmos, Erik de Graaff, Aida Guerra 210 1$a[s.l.] :$cAalborg University Press,$d2015. 215 $a1 online resource (1 p.) 330 $aThe proceedings of IRSPBL cover a number of relevant PBL topics such as assess­ment, learning outcomes, students' engagement, management of change, curriculum and course design, PBL models, PBL application, ICT, professional development. This book represents some of the newest results from research on PBL in these different areas. 606 $aEducation / Curricula$2bisacsh 606 $aEducation 615 7$aEducation / Curricula 615 0$aEducation. 702 $aKolmos$b Anette 702 $ade Graaff$b Erik 702 $aGuerra$b Aida 801 0$bScCtBLL 801 1$bScCtBLL 906 $aBOOK 912 $a9910765761803321 996 $aGlobal Research Community$93651813 997 $aUNINA