Bridging Object-Centric Process Mining and LLM-Based Multi-Agent Systems: A Systematic Literature Review

IEEE Jordan Conference on Applied Electrical Engineering and Computing Technologies

DOI: 10.1109/aeect69724.2026.11657849 OpenAlex

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References 14

OCEL: A Standard for Object-Centric Event Logs
2021 Communications in computer and information science conference-paper Business, Management and Accounting Business Process Modeling and Analysis

95

citations
Object-Centric Process Mining: Unraveling the Fabric of Real Processes
2023 Mathematics article Business, Management and Accounting Business Process Modeling and Analysis Open access cited by 2 patents

84

citations
Abstractions, Scenarios, and Prompt Definitions for Process Mining with LLMs: A Case Study
2024 Lecture notes in business information processing conference-paper Business, Management and Accounting Business Process Modeling and Analysis cited by 1 patent

57

citations
OC-PM: analyzing object-centric event logs and process models
2022 International Journal on Software Tools for Technology Transfer article Business, Management and Accounting Business Process Modeling and Analysis Open access cited by 1 patent

54

citations
Defining Cases and Variants for Object-Centric Event Data
2022 International Conference on Process Mining (ICPM) conference-paper Business, Management and Accounting Business Process Modeling and Analysis cited by 3 patents

45

citations
Evaluating Large Language Models in Process Mining: Capabilities, Benchmarks, and Evaluation Strategies
2024 Lecture notes in business information processing conference-paper Business, Management and Accounting Business Process Modeling and Analysis Open access

26

citations
Preserving complex object-centric graph structures to improve machine learning tasks in process mining
2023 Engineering Applications of Artificial Intelligence article Business, Management and Accounting Business Process Modeling and Analysis

25

citations
A Framework for Extracting and Encoding Features from Object-Centric Event Data
2022 Lecture notes in computer science conference-paper Business, Management and Accounting Business Process Modeling and Analysis

25

citations
Discovering Object-centric Petri Nets
2020 IOS Press eBooks book-chapter Business, Management and Accounting Business Process Modeling and Analysis

18

citations
Graph-based feature extraction on object-centric event logs
2023 International Journal of Data Science and Analytics article Business, Management and Accounting Business Process Modeling and Analysis Open access

15

citations
Object-Centric Process Mining for Semi-Automated and Multi-Perspective Sustainability Analyses
2025 International Conference on ICT for Sustainability (ICT4S) conference-paper Business, Management and Accounting Business Process Modeling and Analysis

5

citations
Configuring Large Reasoning Models Using Process Mining: A Benchmark and a Case Study
2026 Lecture notes in business information processing book-chapter Business, Management and Accounting Business Process Modeling and Analysis Open access

2

citations
State-Aware Object-Centric Process Mining: Enhancing OCEL 2.0 with Explicit State Transitions
2026 Lecture notes in computer science conference-paper Business, Management and Accounting Business Process Modeling and Analysis

2

citations
PMAx: An Agentic Framework for AI-Driven Process Mining
2026 Lecture notes in business information processing conference-paper Business, Management and Accounting Business Process Modeling and Analysis

1

citations

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