Business Process Management Workshops
Springer International Publishing (Verlag)
978-3-031-50973-5 (ISBN)
Papers from the following workshops are included:- 7th International Workshop on Artificial Intelligence for Business Process Management (AI4BPM 2023)- 7th International Workshop on Business Processes Meet Internet-of-Things (BP-Meet-IoT 2023)- 19th International Workshop on Business Process Intelligence (BPI 2023)- 16th International Workshop on Social and Human Aspects of Business Process Management (BPMS2 2023)- 2nd International Workshop on Data-Driven Business Process Optimization (BPO 2023)- 11th International Workshop on Declarative, Decision and Hybrid Approaches to Processes (DEC2H 2023)- 1st International Workshop on Digital Twins for Business Processes (DT4BP 2023)- 1st International Workshop on Formal Methods for Business Process Management (FM-BPM 2023) - 2nd International Workshop on Natural Language Processing for Business Process Management (NLP4BPM 2023)- 1st International Workshop on Object-Centric Processes from A to Z (OBJECTS 2023)- 3rd International Workshop on Change, Drift, and Dynamics of Organizational Processes (ProDy 2023)
Each of the workshops focused on particular aspects of business process management. Overall, after a thorough review process, 42 full papers were selected from a total of 86 submissions.
Preface of the 7th International Workshop in Artificial Intelligence for Business Process Management.- A Responsibility Framework for Computing Optimal Process Alignments.- A Discussion on Generalization in Next-Activity Prediction.- An Experiment on Transfer Learning for Suffix Prediction on Event Logs.- A Case for Business Process-Specific Foundation Models.- Using Reinforcement Learning to Optimize Responses in Care Processes: a Case Study of Aggression Incidents.- ProtoNER: Few shot Incremental Learning for Named Entity Recognition using Prototypical Networks.- Preface of the 7th International Workshop on Business Processes Meet the Internet-of-Things.- Experiences from the Internet-of-Production: Using "Data-Models-in-the-Middle" To Fight Complexity and Facilitate Reuse.- Analyzing Behavior in Cyber-Physical Systems in Connected Vehicles: A Case Study.- An Object-centric Approach to Handling Concurrency in IoT-aware Processes.- Viola: Detecting Violations of Behaviors from Streams of Sensor Data.- An Event-Centric Metamodel for IoT-Driven Process Monitoring and Conformance Checking.- Preface of the 19th International Workshop on Business Process Intelligence.- Relationships between Change Patterns in Dynamic Event Attributes.- State of the Art: Automatic Generation of Business Process Models.- Navigating Event Abstraction in Process Mining: a comprehensive analysis of sub-problems, data, and process characteristic considerations.- Timed Alignments with Mixed Moves.- Preface of the Workshop on Business Process Management and Social Software.- Integrating Social Media and Business Process Management: Exploring the Role of AI Agents and the Benefits for Agility.- Design Principles for Using Business Process Management Systems.- Towards a Measurement Instrument for Assessing Capabilities when Innovating Less-Structured Business Processes.- Preface of the 2nd International Workshop on Data-Driven Business Process Optimization.- Timed Process Interventions: Causal Inference vs. Reinforcement Learning.- Towards Data-driven Business Process Redesign through the Lens of Process Mining Case Studies.- Analyzing the Devil's Quadrangle of Process Instances through Process Mining.- Preface of the 11th International Workshop on DEClarative, DECision and Hybrid approaches to processes.- Generating Event Logs from Hybrid Process Models.- Exploring hybrid modelling of industrial process - mining use case.- Pareto-Optimal Trace Generation from Declarative Process Models.- Empirical Evidence of DMN Errors in the Wild - An SAP Signavio Case Study.- 2nd International Workshop on Digital Twins for Business Processes (DT4BP).- Digital Twin of the Organization for Support of Customer Journeys and Business Processes.- Framing the Digital Business Process Twin: From a Holistic Maturity Model to a Specific and Substantial Use Case in the Automotive Industry.- Preface of the 1st Workshop on Formal Methods for Business ProcessManagement.- Model Independent Error Bound Estimation for Conformance Checking Approximation.- Repair of Unsound Data-Aware Process Models.- Non-Automata Based Conformance Checking of Declarative Process Specifications Based on ASP.- Equivalence of Data Petri Nets with Arithmetic.- Preface of the 2nd Workshop on Natural Language Processing for Business Process Management.- Abstractions, Scenarios, and Prompt Definitions for Process Mining with LLMs: A Case Study.- Text-Aware Predictive Process Monitoring of Knowledge-Intensive Processes: Does Control Flow Matter.- Large Language Models can accomplish Business Process Management Tasks.- Collecting Activities and States in German Business Process Models.- Preface of the Workshop of Object-centric processes from A to Z.- Typed Petri Nets with Variable Arc Weights.- Addressing Convergence, Divergence, and Deficiency Issues.- A Model-Driven Engineering perspective for the Object-Centric Event Data (OCED) metamodel.- Predictive Analytics for Object-centric Processes: Do Graph Neural Networks Really Help.- Preface of the Workshop on Change, Drift, and Dynamics of Organizational Processes.- A method for Creating Process Architecture: Driving Organizational Change.- Ambidextrous Business Process Management: Unleashing the Dual Power of Innovation and Efficiency.- Adding Dynamic Simulation to Business Process Modeling via System Dynamics.
| Erscheinungsdatum | 12.01.2024 |
|---|---|
| Reihe/Serie | Lecture Notes in Business Information Processing |
| Zusatzinfo | XIII, 578 p. 225 illus., 87 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 896 g |
| Themenwelt | Mathematik / Informatik ► Informatik |
| Mathematik / Informatik ► Mathematik ► Finanz- / Wirtschaftsmathematik | |
| Wirtschaft ► Betriebswirtschaft / Management | |
| Schlagworte | Business Intelligence • business process management • business process modeling • business process monitoring • Business Process Optimization • Digital Twins • internet of things • Natural Language Processing • Process Automation • Process Mining |
| ISBN-10 | 3-031-50973-0 / 3031509730 |
| ISBN-13 | 978-3-031-50973-5 / 9783031509735 |
| Zustand | Neuware |
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