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Object-Centric Process Mining: Unraveling the Fabric of Real Processes

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-030-21571-2_1openalex-snapshot

Describing Behavior of Processes with Many-to-Many Interactions

inferredcites →https://doi.org/10.1007/978-3-030-26619-6_11openalex-snapshot

Modeling and Reasoning over Declarative Data-Aware Processes with Object-Centric Behavioral Constraints

inferredcites →https://doi.org/10.1007/978-3-030-40172-6openalex-snapshot

Process Mining in Action

inferredcites →https://doi.org/10.1007/978-3-030-98581-3_1openalex-snapshot

Rethinking the Input for Process Mining: Insights from the XES Survey and Workshop

inferredcites →https://doi.org/10.1007/978-3-031-08848-3openalex-snapshot

Process Mining Handbook

inferredcites →https://doi.org/10.1007/978-3-319-59336-4_4openalex-snapshot

Automatic Discovery of Object-Centric Behavioral Constraint Models

inferredcites →https://doi.org/10.1007/978-3-319-99414-7openalex-snapshot

Conformance Checking

inferredcites →https://doi.org/10.1007/978-3-540-47919-2_10openalex-snapshot

Coloured Petri Nets

inferredcites →https://doi.org/10.1007/978-3-662-49851-4openalex-snapshot

Process Mining: Data Science in Action

inferredcites →https://doi.org/10.1007/s10115-018-1214-xopenalex-snapshot

Split miner: automated discovery of accurate and simple business process models from event logs

inferredcites →https://doi.org/10.1007/s10270-016-0545-xopenalex-snapshot

Scalable process discovery and conformance checking

inferredcites →https://doi.org/10.1007/s13740-021-00122-1openalex-snapshot

Multi-Dimensional Event Data in Graph Databases

inferredcites →https://doi.org/10.1016/j.is.2015.07.003openalex-snapshot

A general process mining framework for correlating, predicting and clustering dynamic behavior based on event logs

inferredcites →https://doi.org/10.1016/j.is.2022.102011openalex-snapshot

Petri net-based object-centric processes with read-only data

inferredcites →https://doi.org/10.1109/access.2019.2925105openalex-snapshot

Process Mining in Social Media: Applying Object-Centric Behavioral Constraint Models

inferredcites →https://doi.org/10.1109/tkde.2018.2841877openalex-snapshot

Automated Discovery of Process Models from Event Logs: Review and Benchmark

inferredcites →https://doi.org/10.1109/tsc.2015.2474358openalex-snapshot

Discovering Interacting Artifacts from ERP Systems

inferredcites →https://doi.org/10.1145/3301300openalex-snapshot

Outcome-Oriented Predictive Process Monitoring

inferredcites →https://doi.org/10.3233/fi-2009-136openalex-snapshot

Process Discovery using Integer Linear Programming

inferredcites →https://doi.org/10.3233/fi-2020-1946openalex-snapshot

Discovering Object-centric Petri Nets

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.2139/ssrn.4690886openalex-extracted

Process Mining in Manufacturing and Logistics: A Systematic Mapping and New Taxonomy Proposal

inferred← citeshttps://doi.org/10.1002/widm.70080openalex-snapshot

A Bibliometric Analysis of Process Mining

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Experiences from the Internet-of-Production: Using “Data-Models-in-the-Middle” to Fight Complexity and Facilitate Reuse

inferred← citeshttps://doi.org/10.1007/978-3-031-56107-8_31openalex-snapshot

Analyzing an After-Sales Service Process Using Object-Centric Process Mining: A Case Study

inferred← citeshttps://doi.org/10.1007/978-3-031-56677-6_9openalex-snapshot

Modeling of Socio-economic Processes—Agent Systems

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Exploring Object Centric Process Mining with MIMIC IV: Unlocking Insights in Healthcare

inferred← citeshttps://doi.org/10.1007/978-3-031-61057-8_11openalex-snapshot

Towards a Multi-model Paradigm for Business Process Management

inferred← citeshttps://doi.org/10.1007/978-3-031-61343-2_22openalex-snapshot

Academic Perspective: How Object-Centric Process Mining Helps to Unleash Predictive and Generative AI

inferred← citeshttps://doi.org/10.1007/978-3-031-70418-5_5openalex-snapshot

Trace vs. Time: Entropy Analysis and Event Predictability of Traceless Event Sequencing

inferred← citeshttps://doi.org/10.1007/978-3-031-75872-0_4openalex-snapshot

Agent System Event Data: Concepts, Dimensions, Applications

inferred← citeshttps://doi.org/10.1007/978-3-031-77723-3_19openalex-snapshot

A Literature Review of Process Mining and Digital Twin in the Smart Manufacturing Context

inferred← citeshttps://doi.org/10.1007/978-3-031-78666-2_23openalex-snapshot

Transforming Object-Centric Event Logs to Temporal Event Knowledge Graphs

inferred← citeshttps://doi.org/10.1007/978-3-031-81325-2_7openalex-snapshot

Convergence of Business and Their Processes: A Data Analytics Approach

inferred← citeshttps://doi.org/10.1007/978-3-031-82225-4_23openalex-snapshot

A Classification of Data Quality Issues in Object-Centric Event Data

inferred← citeshttps://doi.org/10.1007/978-3-031-82225-4_5openalex-snapshot

Root Cause Analysis Using Rule Mining on Object-Centric Event Logs

inferred← citeshttps://doi.org/10.1007/978-3-031-90746-3_11openalex-snapshot

The Internet of Production: Accelerating the Optimization of Production Processes via Models-in-the-Middle

inferred← citeshttps://doi.org/10.1007/978-3-031-92474-3_23openalex-snapshot

OCPQ: Object-Centric Process Querying and Constraints

inferred← citeshttps://doi.org/10.1007/978-3-031-94193-1_14openalex-snapshot

A Data-Driven Framework for Retail Inventory Optimization: Integrating Object-Centric Process Mining and Mathematical Models

inferred← citeshttps://doi.org/10.1007/978-3-031-97985-9_4openalex-snapshot

No AI Without PI! Object-Centric Process Mining as the Enabler for Generative, Predictive, and Prescriptive Artificial Intelligence

inferred← citeshttps://doi.org/10.1007/978-3-032-02929-4_12openalex-snapshot

Layouting Object-Centric Directly Follows Graphs

inferred← citeshttps://doi.org/10.1007/978-3-032-04375-7_13openalex-snapshot

Discovering Object-Centric Causal Nets with Edge-Coarse-Graining in Process Mining

inferred← citeshttps://doi.org/10.1007/978-3-032-08324-1_4openalex-snapshot

Bridging the Interpretability Gap in Process Mining: A Comprehensive Approach Combining Explainable Clustering and Generative AI

inferred← citeshttps://doi.org/10.1007/978-3-032-11651-2_1openalex-snapshot

Segmentation for Optimizing Long-Lifecycle Processes in Object-Centric Process Mining

inferred← citeshttps://doi.org/10.1007/978-3-032-11651-2_5openalex-snapshot

A Decision Support Tool Towards Detecting Competition Law Infringements

inferred← citeshttps://doi.org/10.1007/978-3-032-13426-4_15openalex-snapshot

Incorporating IoT Contexts into Business Processes: A Contextual Classification

inferred← citeshttps://doi.org/10.1007/978-3-032-17618-9_10openalex-snapshot

Data-Centric Support for Dynamic Processes

inferred← citeshttps://doi.org/10.1007/978-3-032-17618-9_15openalex-snapshot

From Constraint-Based Process Modeling to Framed Autonomy: A Historical Excursus

inferred← citeshttps://doi.org/10.1007/978-3-032-17618-9_38openalex-snapshot

Ten Years After Our Framework for Correlating and Clustering Process Behavior: A Reflection on the Journey, Legacy and Outlook

inferred← citeshttps://doi.org/10.1007/978-3-032-17618-9_39openalex-snapshot

Shaping the Digital Transformation in Production: An Information and Network-Centric Perspective

inferred← citeshttps://doi.org/10.1007/978-3-032-17618-9_42openalex-snapshot

Uncharted Workflows: Process Mining Perspectives in Health

inferred← citeshttps://doi.org/10.1007/978-3-032-17618-9_46openalex-snapshot

How Students and Robots Can Profit from Process Mining

inferred← citeshttps://doi.org/10.1007/978-3-032-21147-7_5openalex-snapshot

Analysis of Process Model Complexity Through Time-Window Activity Aggregation

inferred← citeshttps://doi.org/10.1007/978-3-032-27879-1_21openalex-snapshot

OCPN Studio: Web-Based Modeling, Simulation, and Analysis of Object-Centric Petri Nets

inferred← citeshttps://doi.org/10.1007/978-3-032-27997-2_25openalex-snapshot

Supporting Hypothesis Testing in Object-Centric Process Mining: An AI Scaffold to Surface Hidden Analytical Failures

inferred← citeshttps://doi.org/10.1007/978-3-032-28274-3_26openalex-snapshot

PMAx: An Agentic Framework for AI-Driven Process Mining

inferred← citeshttps://doi.org/10.1007/978-3-032-36710-5_15openalex-snapshot

Object-Centric Process Querying in SQL: Translation Rules and In-Database Execution

inferred← citeshttps://doi.org/10.1007/978-3-032-37777-7_24openalex-snapshot

Respecting Object Relationships: An Object-Centric Sampling Algorithm

inferred← citeshttps://doi.org/10.1007/978-3-032-37877-4_4openalex-snapshot

Process-Aware Design of Just-In-Time Adaptive Interventions: An Object-Centric Perspective

inferred← citeshttps://doi.org/10.1007/s00170-025-15029-5openalex-snapshot

Manufacturing process analysis framework for process mining: case study of fully automated factory applications

inferred← citeshttps://doi.org/10.1007/s10462-025-11399-0openalex-snapshot

Interpretable and explainable machine learning methods for predictive process monitoring: a systematic literature review

inferred← citeshttps://doi.org/10.1007/s10729-026-09792-4openalex-snapshot

Modeling framework and reference model for data-driven simulation of patient flows in emergency departments

inferred← citeshttps://doi.org/10.1007/s11740-024-01308-9openalex-snapshot

Data model to enable multidimensional process mining for data farming based value stream planning in production networks

inferred← citeshttps://doi.org/10.1007/s42452-026-08446-yopenalex-snapshot

Combining value stream mapping and process mining in production: a systematic literature review

inferred← citeshttps://doi.org/10.1007/s44257-025-00031-8openalex-snapshot

Predictive process monitoring for collaborative business processes: concepts and application

inferred← citeshttps://doi.org/10.1007/s44311-026-00037-9openalex-snapshot

Enabling natural language analysis for object-centric event logs

inferred← citeshttps://doi.org/10.1016/j.compind.2024.104126openalex-snapshot

Process mining beyond workflows

inferred← citeshttps://doi.org/10.1016/j.datak.2025.102485openalex-snapshot

Dirigo: A method to extract event logs for object-centric processes

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A framework for purpose-guided event logs generation

inferred← citeshttps://doi.org/10.1016/j.is.2024.102432openalex-snapshot

LS-ICE: A Load State Intercase Encoding framework for improved predictive monitoring of business processes

inferred← citeshttps://doi.org/10.1016/j.is.2025.102582openalex-snapshot

Refining the process picture: Unstructured data in object-centric process mining

inferred← citeshttps://doi.org/10.1016/j.is.2025.102644openalex-snapshot

Nine years later: Reflecting on our article

inferred← citeshttps://doi.org/10.1016/j.is.2026.102713openalex-snapshot

Process mining between the lines: Extracting object-centric event logs from textual data

inferred← citeshttps://doi.org/10.1016/j.is.2026.102728openalex-snapshot

Object-centric process management: A research manifesto

inferred← citeshttps://doi.org/10.1016/j.is.2026.102788openalex-snapshot

CICERONE: A natural language-based global approach for object-centric Predictive Process Monitoring

inferred← citeshttps://doi.org/10.1016/j.jbi.2024.104682openalex-snapshot

Enhancing healthcare process analysis through object-centric process mining: Transforming OMOP common data models into object-centric event logs

inferred← citeshttps://doi.org/10.1016/j.jpi.2026.100720openalex-snapshot

Entity-aware pathology workflow informatics: Structured evidence mapping and a reference architecture for governed orchestration

inferred← citeshttps://doi.org/10.1016/j.knosys.2025.112970openalex-snapshot

Control-flow anomaly detection by process mining-based feature extraction and dimensionality reduction

inferred← citeshttps://doi.org/10.1016/j.procir.2025.01.004openalex-snapshot

Uncovering the potential and pitfalls of Process Mining in manufacturing

inferred← citeshttps://doi.org/10.1016/j.procir.2025.02.155openalex-snapshot

Classification and Evaluation of the Integration of Process Mining and Digital Twins: A Roadmap

inferred← citeshttps://doi.org/10.1016/j.procir.2025.03.019openalex-snapshot

Enabling the material flow analysis in disassembly systems using object-centric process mining

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Process Mining For Supporting Data Processing And Process Design In Production And Logistics

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Application of process mining to support simulation model development: A use case in production planning

inferred← citeshttps://doi.org/10.1016/j.procs.2026.03.065openalex-snapshot

VE4OCPM: An Object-Centric Process Mining Variant Explorer Visualisation Approach

inferred← citeshttps://doi.org/10.1080/12460125.2023.2263684openalex-snapshot

Formulating the potentials of clustering of event data over multiple entities for decision support: a network embeddings approach

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From model to execution: a formal foundation for managing materials and tools in executable BPMN

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

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Object-Centric Process Mining for System-of-Systems Simulation Analysis

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Learning Colored Petri Nets Using Object-Centric Event Data (OCED2CPN)

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Enhancing Object-Centric Process Model with Flattening Technique

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Anomaly Detection of Object-Centric Event Logs Using Event Knowledge Graph

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Governance-Aligned Agentic AI for Procure-to-Pay: An Object-Centric Policy-as-Code Framework

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System Call Process Mining: AI-Based Bottleneck Identification and Optimization at the Kernel Level

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Intelligent Conformance Checking Approach for Emergency Process in Coal–Power Integrated Enterprises

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Mining Bureaucracy Debt: Process Intelligence for Evidence-Based Deregulation

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Agent-based Modeling of Sustainable Forestry Activities

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The Impact of Object-Centric Process Mining on Business Efficiency: A Case Study Approach

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Object-Centric Process Mining Framework for Industrial Safety and Quality Validation Using Support Vector Machines

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Construction of the Invoicing Process through Process Mining and Business Intelligence in the Colombian Pharmaceutical Sector

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Bridging the Gap Between Traditional Process Mining and Object-Centric Process Mining

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Streamlining Temporal Formal Verification over Columnar Databases

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АРХІТЕКТУРА МОДЕЛІ РЕІНЖИНІРИНГУ БІЗНЕС-ПРОЦЕСІВ ІТ-ПІДПРИЄМСТВА В ЕКОСИСТЕМІ ІНДУСТРІЇ 4.0

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Architecture for Multiagent Systems with UNS Middleware and mediator agent using object-centric process mining

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Discovering Object-Centric Causal Nets with Edge Abstraction

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Managing Complexity in Object-Centric Process Mining: A Cohesion-Driven Decomposition and Aggregation Framework

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