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OverviewFull Product DetailsAuthor: Jochen De Weerdt , Luise PufahlPublisher: Springer International Publishing AG Imprint: Springer International Publishing AG Edition: 1st ed. 2024 Volume: 492 Weight: 0.896kg ISBN: 9783031509735ISBN 10: 3031509730 Pages: 578 Publication Date: 11 January 2024 Audience: Professional and scholarly , Professional & Vocational Format: Paperback Publisher's Status: Active Availability: Manufactured on demand  We will order this item for you from a manufactured on demand supplier. Table of Contents"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 Process Management.- 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."ReviewsAuthor InformationTab Content 6Author Website:Countries AvailableAll regions |
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