Business process management workshops: BPM 2023 International Workshops, Utrecht, The Netherlands, September 11-15, 2023 : revised selected papers
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| Other Authors: | , |
| Format: | Conference Proceeding Book |
| Language: | English |
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Cham
Springer
[2024]
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| Series: | Lecture notes in business information processing
492 |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | XIII, 578 Seiten Illustrationen |
| ISBN: | 9783031509735 |
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Record in the Search Index
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Contents 7th International Workshop in Artificial Intelligence for Business Process Management (AI4BPM 2023) A Responsibility Framework for Computing Optimal Process Alignments . Matteo Baldoni, Cristina Baroglio, Elisa Marengo, and Roberto Micalizio 5 A Discussion on Generalization in Next-Activity Prediction . Luka Abb, Peter Pfeiffer, Peter Fettke, and Jana-Rebecca Rehse 18 An Experiment on Transfer Learning for Suffix Prediction on Event Logs . Mathieu van Luijken, Istvân Ketyko, and Felix Mannhardt 31 A Case for Business Process-Specific Foundation Models . Yara Rizk, Praveen Venkateswaran, Vatche Isahagian, Austin Narcomey, and Vinod Muthusamy 44 Using Reinforcement Learning to Optimize Responses in Care Processes: A Case Study on Aggression Incidents . Bart J. Verhoef and Xixi Lu 57 ProtoNER: Few Shot Incremental Learning for Named Entity Recognition Using Prototypical Networks Ritesh Kumar, Saurabh Goyal, Ashish Verma, and Vatche Isahagian 70 7th International Workshop on Business Processes Meet the Internet-of-Things (BP-Meet-IoT 2023) Experiences from the Internet-of-Production: Using "Data-Models-in-the-Middle" to Fight Complexity and Facilitate Reuse Wil Μ. P van der Aalst Analyzing Behavior in Cyber-Physical Systems in Connected Vehicles: A Case Study Harry H. Beyel, Omar Макке, Oleg Gusikhin, and Wil Μ. P. van der Aalst An Object-Centric Approach to Handling Concurrency in IoT-Aware Processes Florian Gallik, Yusuf
Kirikkayis, Ronny Seiger, and Manfred Reichert 87 92 105
X Contents Viola: Detecting Violations of Behaviors from Streams of Sensor Data . Gemma Di Federico, Giovanni Meroni. and Andrea Burattin An Event-Centric Metamodel for IoT-Driven Process Monitoring and Conformance Checking. Marco Franceschetti, Ronny Seiger, and Barbara Weber 118 131 19th International Workshop on Business Process Intelligence (BPI 2022) Relationships Between Change Patterns in Dynamic Event Attributes . Jonas Cremerius, Hendrik Patzlaff, and Mathias Weske 149 State of the Art: Automatic Generation of Business Process Models . Selina Schiiler and Sascha Alpers 161 Navigating Event Abstraction in Process Mining: A Comprehensive Analysis of Sub-problems, Data, and Process Characteristic Considerations . Jungeun Lim and Minseok Song Timed Alignments with Mixed Moves . Neha Rino and Thomas Chatain 174 186 16th International Workshop on Social and Human Aspects of Business Process Management (BPMS2 2023) Integrating Social Media and Business Process Management: Exploring the Role of AI Agents and the Benefits for Agility. Mehran Majidian Eidgahi, Anne-Marie Barthe-Delanoë, Dominik Bork, Sina Namaki Araghi, Guillaume Macé-Ramète, and Frederick Benaben Design Principles for Using Business Process Management Systems . Sebastian Dunzer, Willi Tang, Nico Höchstädter, Sandra Zilker, and Martin Matzner
Towards a Measurement Instrument for Assessing Capabilities When Innovating Less-Structured Business Processes . Joklan Imelda Camelia Goni and Amy Van Looy 205 217 229
Contents xi 2nd International Workshop on Data-Driven Business Process Optimization (ΒΡΟ 2023) Timed Process Interventions: Causal Inference vs. Reinforcement Learning . Hans Wevtjens, Wouter Verbeke, and Jochen De Weerdt 245 Towards Data-Driven Business Process Redesign Through the Lens of Process Mining Case Studies . Zeping Wang, Rehan Syed, and Chun Ouyang 259 Analyzing the Devil’s Quadrangle of Process Instances Through Process Mining. Ignacio Veldsquez and Marcos Sepiilveda 272 11th International Workshop on DEClarative, DECision and Hybrid approaches to processes (DEC2H 2023) Generating Event Logs from Hybrid Process Models . Anti Alman, Fabrizio Maria Maggi, Marco Montali, and Andrey Rivkin 289 Exploring Hybrid Modelling of Industrial Process - Mining Use Case. Edyta Brzychczy, Krzysztof Kluza, and Katarzyna Gdowska 302 Pareto-Optimal Trace Generation from Declarative Process Models. Juan F. Diaz, Hugo A. Lopez, Luis Quesada, and Juan C. Rosero 314 Empirical Evidence of DMN Errors in the Wild - An SAP Signavio Case Study . Carl Corea, Timotheus Kampik, and Patrick Delfmann 326 2nd International Workshop on Digital Twins for Business Processes (DT4BP 2023) Digital Twin of the
Organization for Support of Customer Journeys and Business Processes. Wolfgang G roher and Uwe V. Riss 341 Framing the Digital Business Process Twin: From a Holistic Maturity Model to a Specific and Substantial Use Case in the Automotive Industry. Markus Rabe and Emre Kilic 353
xii Contents 1st International Workshop on Formal Methods for Business Process Management (FM-BPM 2023) Model-Independent Error Bound Estimation for Conformance Checking Approximation Mohammadreza Fani Sani, Martin Kabierski, Sebastiaan J. van Zeist, and Wil Μ. P. van der Aalst 369 Repair of Unsound Data-Aware Process Models . Matteo Zavatteri, Davide Bresolin, and Massimiliano de Leoni 383 i Non-Automata Based Conformance Checking of Declarative Process Specifications Based on ASP. Isabelle Kuhlmann, Carl Corea, and John Grant ' 396 Equivalence of Data Petri Nets with Arithmetic . Marco Montali and Sarah Winkler 409 i 2nd International Workshop on Natural Language Processing for Business Process Management (NLP4BPM 2023) Abstractions, Scenarios, and Prompt Definitions for Process Mining with LLMs: A Case Study . Alessandro Berti, Daniel Schuster, and Wil Μ. P. van der Aalst 427 Text-Aware Predictive Process Monitoring of Knowledge-Intensive Processes: Does Control How Matter?. Katharina Brennig, Kay Benkert, Bernd Löhr, and Oliver Müller 440 Large Language Models Can Accomplish Business Process Management Tasks .
Michael Grohs, Luka Abb, Nourhan Elsayed, and Jana-Rebecca Rehse 453 Collecting Activities and States in German Business Process Models. Ralf Laue, Kristin Kutzner, and Martin Läuter 466 1st International Workshop of Object-centric Processes from A to Z (OBJECTS 2023) Typed Petri Nets with Variable Arc Weights . Irina A. Lomazova, Alexey A. Mitsyuk, and Andrey Rivkin 483 Addressing Convergence, Divergence, and Deficiency Issues . Jan Niklas Adams and Wil Μ. P. van der Aalst 496
xjü Contents A Model-Driven Engineering Perspective for the Object-Centric Event Data (OCED) Metamodel. Daniel Calegari and Andrea Delgado 508 Predictive Analytics for Object-Centric Processes: Do Graph Neural Networks Really Help?. Riccardo Galanti and Massimiliano de Leoni 521 3rd International Workshop on Change, Drift, and Dynamics of Organizational Processes (ProDy 2023) A Method for Creating Process Architecture: Driving Organizational Change . Emerson Lima Aredes, Marina Lourençâo, Roger Burlton, Hajo Reijers, and Silvia Inès Dallavale de Pddua 539 Ambidextrous Business Process Management: Unleashing the Dual Power of Innovation and Efficiency . Piotr Sliz Adding Dynamic Simulation to Business Process Modeling via System Dynamics . H. A. Proper, Q. Zhu, J. P P Ravesteijn, and W. Gielingh Author Index. . 577 ^ |
| adam_txt |
Contents 7th International Workshop in Artificial Intelligence for Business Process Management (AI4BPM 2023) A Responsibility Framework for Computing Optimal Process Alignments . Matteo Baldoni, Cristina Baroglio, Elisa Marengo, and Roberto Micalizio 5 A Discussion on Generalization in Next-Activity Prediction . Luka Abb, Peter Pfeiffer, Peter Fettke, and Jana-Rebecca Rehse 18 An Experiment on Transfer Learning for Suffix Prediction on Event Logs . Mathieu van Luijken, Istvân Ketyko, and Felix Mannhardt 31 A Case for Business Process-Specific Foundation Models . Yara Rizk, Praveen Venkateswaran, Vatche Isahagian, Austin Narcomey, and Vinod Muthusamy 44 Using Reinforcement Learning to Optimize Responses in Care Processes: A Case Study on Aggression Incidents . Bart J. Verhoef and Xixi Lu 57 ProtoNER: Few Shot Incremental Learning for Named Entity Recognition Using Prototypical Networks Ritesh Kumar, Saurabh Goyal, Ashish Verma, and Vatche Isahagian 70 7th International Workshop on Business Processes Meet the Internet-of-Things (BP-Meet-IoT 2023) Experiences from the Internet-of-Production: Using "Data-Models-in-the-Middle" to Fight Complexity and Facilitate Reuse Wil Μ. P van der Aalst Analyzing Behavior in Cyber-Physical Systems in Connected Vehicles: A Case Study Harry H. Beyel, Omar Макке, Oleg Gusikhin, and Wil Μ. P. van der Aalst An Object-Centric Approach to Handling Concurrency in IoT-Aware Processes Florian Gallik, Yusuf
Kirikkayis, Ronny Seiger, and Manfred Reichert 87 92 105
X Contents Viola: Detecting Violations of Behaviors from Streams of Sensor Data . Gemma Di Federico, Giovanni Meroni. and Andrea Burattin An Event-Centric Metamodel for IoT-Driven Process Monitoring and Conformance Checking. Marco Franceschetti, Ronny Seiger, and Barbara Weber 118 131 19th International Workshop on Business Process Intelligence (BPI 2022) Relationships Between Change Patterns in Dynamic Event Attributes . Jonas Cremerius, Hendrik Patzlaff, and Mathias Weske 149 State of the Art: Automatic Generation of Business Process Models . Selina Schiiler and Sascha Alpers 161 Navigating Event Abstraction in Process Mining: A Comprehensive Analysis of Sub-problems, Data, and Process Characteristic Considerations . Jungeun Lim and Minseok Song Timed Alignments with Mixed Moves . Neha Rino and Thomas Chatain 174 186 16th International Workshop on Social and Human Aspects of Business Process Management (BPMS2 2023) Integrating Social Media and Business Process Management: Exploring the Role of AI Agents and the Benefits for Agility. Mehran Majidian Eidgahi, Anne-Marie Barthe-Delanoë, Dominik Bork, Sina Namaki Araghi, Guillaume Macé-Ramète, and Frederick Benaben Design Principles for Using Business Process Management Systems . Sebastian Dunzer, Willi Tang, Nico Höchstädter, Sandra Zilker, and Martin Matzner
Towards a Measurement Instrument for Assessing Capabilities When Innovating Less-Structured Business Processes . Joklan Imelda Camelia Goni and Amy Van Looy 205 217 229
Contents xi 2nd International Workshop on Data-Driven Business Process Optimization (ΒΡΟ 2023) Timed Process Interventions: Causal Inference vs. Reinforcement Learning . Hans Wevtjens, Wouter Verbeke, and Jochen De Weerdt 245 Towards Data-Driven Business Process Redesign Through the Lens of Process Mining Case Studies . Zeping Wang, Rehan Syed, and Chun Ouyang 259 Analyzing the Devil’s Quadrangle of Process Instances Through Process Mining. Ignacio Veldsquez and Marcos Sepiilveda 272 11th International Workshop on DEClarative, DECision and Hybrid approaches to processes (DEC2H 2023) Generating Event Logs from Hybrid Process Models . Anti Alman, Fabrizio Maria Maggi, Marco Montali, and Andrey Rivkin 289 Exploring Hybrid Modelling of Industrial Process - Mining Use Case. Edyta Brzychczy, Krzysztof Kluza, and Katarzyna Gdowska 302 Pareto-Optimal Trace Generation from Declarative Process Models. Juan F. Diaz, Hugo A. Lopez, Luis Quesada, and Juan C. Rosero 314 Empirical Evidence of DMN Errors in the Wild - An SAP Signavio Case Study . Carl Corea, Timotheus Kampik, and Patrick Delfmann 326 2nd International Workshop on Digital Twins for Business Processes (DT4BP 2023) Digital Twin of the
Organization for Support of Customer Journeys and Business Processes. Wolfgang G roher and Uwe V. Riss 341 Framing the Digital Business Process Twin: From a Holistic Maturity Model to a Specific and Substantial Use Case in the Automotive Industry. Markus Rabe and Emre Kilic 353
xii Contents 1st International Workshop on Formal Methods for Business Process Management (FM-BPM 2023) Model-Independent Error Bound Estimation for Conformance Checking Approximation Mohammadreza Fani Sani, Martin Kabierski, Sebastiaan J. van Zeist, and Wil Μ. P. van der Aalst 369 Repair of Unsound Data-Aware Process Models . Matteo Zavatteri, Davide Bresolin, and Massimiliano de Leoni 383 i Non-Automata Based Conformance Checking of Declarative Process Specifications Based on ASP. Isabelle Kuhlmann, Carl Corea, and John Grant ' 396 Equivalence of Data Petri Nets with Arithmetic . Marco Montali and Sarah Winkler 409 i 2nd International Workshop on Natural Language Processing for Business Process Management (NLP4BPM 2023) Abstractions, Scenarios, and Prompt Definitions for Process Mining with LLMs: A Case Study . Alessandro Berti, Daniel Schuster, and Wil Μ. P. van der Aalst 427 Text-Aware Predictive Process Monitoring of Knowledge-Intensive Processes: Does Control How Matter?. Katharina Brennig, Kay Benkert, Bernd Löhr, and Oliver Müller 440 Large Language Models Can Accomplish Business Process Management Tasks .
Michael Grohs, Luka Abb, Nourhan Elsayed, and Jana-Rebecca Rehse 453 Collecting Activities and States in German Business Process Models. Ralf Laue, Kristin Kutzner, and Martin Läuter 466 1st International Workshop of Object-centric Processes from A to Z (OBJECTS 2023) Typed Petri Nets with Variable Arc Weights . Irina A. Lomazova, Alexey A. Mitsyuk, and Andrey Rivkin 483 Addressing Convergence, Divergence, and Deficiency Issues . Jan Niklas Adams and Wil Μ. P. van der Aalst 496
xjü Contents A Model-Driven Engineering Perspective for the Object-Centric Event Data (OCED) Metamodel. Daniel Calegari and Andrea Delgado 508 Predictive Analytics for Object-Centric Processes: Do Graph Neural Networks Really Help?. Riccardo Galanti and Massimiliano de Leoni 521 3rd International Workshop on Change, Drift, and Dynamics of Organizational Processes (ProDy 2023) A Method for Creating Process Architecture: Driving Organizational Change . Emerson Lima Aredes, Marina Lourençâo, Roger Burlton, Hajo Reijers, and Silvia Inès Dallavale de Pddua 539 Ambidextrous Business Process Management: Unleashing the Dual Power of Innovation and Efficiency . Piotr Sliz Adding Dynamic Simulation to Business Process Modeling via System Dynamics . H. A. Proper, Q. Zhu, J. P P Ravesteijn, and W. Gielingh Author Index. . 577 ^ |
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| series | Lecture notes in business information processing |
| series2 | Lecture notes in business information processing |
| spelling | BPM 21. 2023 Utrecht Verfasser (DE-588)1305540808 aut Business process management workshops BPM 2023 International Workshops, Utrecht, The Netherlands, September 11-15, 2023 : revised selected papers Jochen De Weerdt, Luise Pufahl (editors) Cham Springer [2024] XIII, 578 Seiten Illustrationen txt rdacontent n rdamedia nc rdacarrier Lecture notes in business information processing 492 Business Process Management Business Information Systems Data Mining and Knowledge Discovery Data Analysis and Big Data Information technology / Management Business information services Data mining Quantitative research Quantitative Methode (DE-588)4232139-6 gnd rswk-swf Data Mining (DE-588)4428654-5 gnd rswk-swf Restrukturierung (DE-588)4335640-0 gnd rswk-swf (DE-588)1071861417 Konferenzschrift 2023 Utrecht gnd-content Restrukturierung (DE-588)4335640-0 s Data Mining (DE-588)4428654-5 s Quantitative Methode (DE-588)4232139-6 s DE-604 De Weerdt, Jochen (DE-588)1028905688 edt Pufahl, Luise 1986- (DE-588)1159732213 edt Erscheint auch als Online-Ausgabe 978-3-031-50974-2 Lecture notes in business information processing 492 (DE-604)BV023204387 492 Digitalisierung UB Augsburg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=034919355&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Business process management workshops BPM 2023 International Workshops, Utrecht, The Netherlands, September 11-15, 2023 : revised selected papers Lecture notes in business information processing Business Process Management Business Information Systems Data Mining and Knowledge Discovery Data Analysis and Big Data Information technology / Management Business information services Data mining Quantitative research Quantitative Methode (DE-588)4232139-6 gnd Data Mining (DE-588)4428654-5 gnd Restrukturierung (DE-588)4335640-0 gnd |
| subject_GND | (DE-588)4232139-6 (DE-588)4428654-5 (DE-588)4335640-0 (DE-588)1071861417 |
| title | Business process management workshops BPM 2023 International Workshops, Utrecht, The Netherlands, September 11-15, 2023 : revised selected papers |
| title_auth | Business process management workshops BPM 2023 International Workshops, Utrecht, The Netherlands, September 11-15, 2023 : revised selected papers |
| title_exact_search | Business process management workshops BPM 2023 International Workshops, Utrecht, The Netherlands, September 11-15, 2023 : revised selected papers |
| title_exact_search_txtP | Business process management workshops BPM 2023 International Workshops, Utrecht, The Netherlands, September 11-15, 2023 : revised selected papers |
| title_full | Business process management workshops BPM 2023 International Workshops, Utrecht, The Netherlands, September 11-15, 2023 : revised selected papers Jochen De Weerdt, Luise Pufahl (editors) |
| title_fullStr | Business process management workshops BPM 2023 International Workshops, Utrecht, The Netherlands, September 11-15, 2023 : revised selected papers Jochen De Weerdt, Luise Pufahl (editors) |
| title_full_unstemmed | Business process management workshops BPM 2023 International Workshops, Utrecht, The Netherlands, September 11-15, 2023 : revised selected papers Jochen De Weerdt, Luise Pufahl (editors) |
| title_short | Business process management workshops |
| title_sort | business process management workshops bpm 2023 international workshops utrecht the netherlands september 11 15 2023 revised selected papers |
| title_sub | BPM 2023 International Workshops, Utrecht, The Netherlands, September 11-15, 2023 : revised selected papers |
| topic | Business Process Management Business Information Systems Data Mining and Knowledge Discovery Data Analysis and Big Data Information technology / Management Business information services Data mining Quantitative research Quantitative Methode (DE-588)4232139-6 gnd Data Mining (DE-588)4428654-5 gnd Restrukturierung (DE-588)4335640-0 gnd |
| topic_facet | Business Process Management Business Information Systems Data Mining and Knowledge Discovery Data Analysis and Big Data Information technology / Management Business information services Data mining Quantitative research Quantitative Methode Data Mining Restrukturierung Konferenzschrift 2023 Utrecht |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=034919355&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV023204387 |
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