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E-grāmata: Business Process Management Workshops: BPM 2024 International Workshops, Krakow, Poland, September 1-6, 2024, Revised Selected Papers

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This book constitutes revised papers from the International Workshops held at the 22nd International Conference on Business Process Management, BPM 2024, in Krakow, Poland, during September 2024.



Each of the workshops focused on particular aspects of business process management. Overall, after a thorough review process, 28 full papers and 2 short papers were selected from a total of 64 submissions. In addition, one invited paper is also included. 



Papers from the following workshops are included:







8th International Workshop on Artificial Intelligence for Business Process Management (AI4BPM 2024) 3rd International Workshop on Data-Driven Business Process Optimization (BPO 2024) 8th International Workshop on Business Processes Meet Internet-of-Things (BP-Meet-IoT 2024) 17th International Workshop on Social and Human Aspects of Business Process Management (BPMS2 2024) 3rd International Workshop on Natural Language Processing for Business Process Management (NLP4BPM 2024) 2nd nternational Workshop on Object-centric Processes from A to Z (OBJECTS 2024) 2nd International Workshop on Change, Drift, and Dynamics of Organizational Processes (ProDy 2024) 1st International Workshop on Managing Process Innovation and Value Creation in the Era of Digital Transformation (Innov8BPM 2024)



 



 
8th 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.