Description
Book Synopsis8th International Workshop on Artificial Intelligence for Business Process Management (AI4BPM 2024).- The Role of Trust in AI-Augmented Business Process Management Systems.- Knowledge Graphs: A Key Technology for Explainable Knowledge-Aware Process Automation.- Graph Neural Networks for PPM: Review and Benchmark for Next Activity Predictions.- Bridging Domain Knowledge and Process Discovery Using Large Language Models.- 3rd International Workshop on Data-Driven Business Process Optimization (BPO 2024).- The Business Process Optimization Competition.- Ad-hoc subprocesses The missing link between scheduling and business process modelling.-Applying Process Mining on Scientific Workflows: a Case Study on High Performance Computing Data.- 8th International Workshop on Business Processes Meet Internet-of-Things (BP-Meet-IoT 2024).- Check my Flow: Distributed Conformance Checking at the Source.- From IoT Event Logs to Human Routines via Community Detection Algorithms.- Machinery activity recognition in the industry based on heterogeneous data.- LLM-based event abstraction and integration for IoT-sourced logs.- 17th International Workshop on Social and Human Aspects of Business Process Management (BPMS2 2024).- Non-visual process models: How do blind and low-vision users model business processes.- Diversity and Inclusion in HR processes in financial sector.- Mining for Well-Being: The Potential of Process Mining for Evaluating Employee Well-Being.- 3rd International Workshop on Natural Language Processing for Business Process Management (NLP4BPM 2024).- Straight outta Logs: Can LLMs overcome preprocessing in Next Event Prediction.- Enhancement of Low-Level Event Abstraction with Large Language Models (LLMs).- Analysis, and Optimization of Business Processes.- Towards a Benchmark for Causal Business Process Reasoning with LLMs 220.- Using Large Language Models to Generate Process Knowledge from Enterprise Content.- Efficient LLM-Based Conversational Process Modeling.- Leveraging Generative Vision Models for Extracting Process Models from Documents.- International Workshop on Object-centric Processes from A to Z (OBJECTS 2024).- Coordination Process Verification for object-centric Business Processes.- Transforming Object-Centric Event Logs to Temporal Event Knowledge Graphs.- 2nd International Workshop on Change, Drift, and Dynamics of Organizational Processes (ProDy 2024).- SWORD Framework for Workaround Detection.- First Insights into the Impact of Concept Drift on Process Complexity.- Visualizing Routine Dynamics in Outpatient Medical Clinics with Topological Data Analysis.- 1st International Workshop on Managing Process Innovation and Value Creation in the Era of Digital Transformation (Innov8BPM 2024).- Process Mining Pipelines with Controlled Sharing of Data and Algorithms.- How Can We Develop Inclusive Business Process Management.- Business Value of Process Mining: A Contingency Perspective.- Towards a Unified Approach: Developing a Reference Model for Digital Twins and Business Process Management in Clinical Trials.- Business in the Age of Platform Economics: Managing Decentralised Business Processes Beyond Blockchain.
