Alessandro Berti

According to our database, Alessandro Berti authored at least 53 papers between 2014 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Analyzing interconnected processes: using object-centric process mining to analyze procurement processes.

Alessandro Berti, Urszula Jessen, Gyunam Park, Majid Rafiei, Wil M. P. van der Aalst

Int. J. Data Sci. Anal., August, 2025

CPN-Py: A Python-Based Tool for Modeling and Analyzing Colored Petri Nets.

Alessandro Berti, Wil M. P. van der Aalst

CoRR, June, 2025

Object-centric process mining: data extraction, process discovery, and conformance checking.

Alessandro Berti

PhD thesis, 2025

Object-Centric Process Mining for Blockchain Applications Extracting and Representing Ethereum Execution Data in OCEL 2.0.

Richard Hobeck, Alessandro Berti, Ingo Weber, Wil M. P. van der Aalst

Enterp. Model. Inf. Syst. Archit. Int. J. Concept. Model., 2025

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

Dina Kretzschmann, Alessandro Berti, Wil M. P. van der Aalst

Proceedings of the Business Information Systems - 25th International Conference, 2025

2024

Graph-based feature extraction on object-centric event logs.

Alessandro Berti, Johannes Herforth, Mahnaz Sadat Qafari, Wil M. P. van der Aalst

Int. J. Data Sci. Anal., August, 2024

Evaluating Large Language Models on Business Process Modeling: Framework, Benchmark, and Self-Improvement Analysis.

Humam Kourani, Alessandro Berti, Daniel Schuster, Wil M. P. van der Aalst

CoRR, 2024

Leveraging Large Language Models for Enhanced Process Model Comprehension.

Humam Kourani, Alessandro Berti, Jasmin Henrich, Wolfgang Kratsch, Robin Weidlich, Chiao-Yun Li, Ahmad Arslan, Daniel Schuster, Wil M. P. van der Aalst

CoRR, 2024

Re-Thinking Process Mining in the AI-Based Agents Era.

Alessandro Berti, Mayssa Maatallah, Urszula Jessen, Michal Sroka, Sonia Ayachi Ghannouchi

CoRR, 2024

Challenges of Anomaly Detection in the Object-Centric Setting: Dimensions and the Role of Domain Knowledge.

Alessandro Berti, Urszula Jessen, Wil M. P. van der Aalst, Dirk Fahland

CoRR, 2024

PM4Py.LLM: a Comprehensive Module for Implementing PM on LLMs.

Alessandro Berti

CoRR, 2024

Evaluating Large Language Models in Process Mining: Capabilities, Benchmarks, Evaluation Strategies, and Future Challenges.

Alessandro Berti, Humam Kourani, Hannes Häfke, Chiao-Yun Li, Daniel Schuster

CoRR, 2024

OCEL (Object-Centric Event Log) 2.0 Specification.

Alessandro Berti, István Koren, Jan Niklas Adams, Gyunam Park, Benedikt Knopp, Nina Graves, Majid Rafiei, Lukas Liß, Leah Tacke genannt Unterberg, Yisong Zhang, Christopher T. Schwanen, Marco Pegoraro, Wil M. P. van der Aalst

CoRR, 2024

ProMoAI: Process Modeling with Generative AI.

Humam Kourani, Alessandro Berti, Daniel Schuster, Wil M. P. van der Aalst

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

PM-LLM-Benchmark: Evaluating Large Language Models on Process Mining Tasks.

Alessandro Berti, Humam Kourani, Wil M. P. van der Aalst

Proceedings of the Process Mining Workshops, 2024

Overstock Problems in a Purchase-to-Pay Process: An Object-Centric Process Mining Case Study.

Dina Kretzschmann, Gyunam Park, Alessandro Berti, Wil M. P. van der Aalst

Proceedings of the Advanced Information Systems Engineering Workshops, 2024

Process Modeling with Large Language Models.

Humam Kourani, Alessandro Berti, Daniel Schuster, Wil M. P. van der Aalst

Proceedings of the Enterprise, Business-Process and Information Systems Modeling, 2024

Evaluating Large Language Models in Process Mining: Capabilities, Benchmarks, and Evaluation Strategies.

Alessandro Berti, Humam Kourani, Hannes Häfke, Chiao-Yun Li, Daniel Schuster

Proceedings of the Enterprise, Business-Process and Information Systems Modeling, 2024

Applying Process Mining on Scientific Workflows: A Case Study on High Performance Computing Data.

Zahra Sadeghibogar, Alessandro Berti, Marco Pegoraro, Wil M. P. van der Aalst

Proceedings of the Business Process Management Workshops, 2024

Explainable Object-Centric Anomaly Detection: the Role of Domain Knowledge.

Alessandro Berti, Urszula Jessen, Wil M. P. van der Aalst, Dirk Fahland

Proceedings of the Best Dissertation Award, 2024

CSV-PM-LLM-Parsing: Automatic Ingestion of CSV Event Logs for Process Mining using LLMs.

Alessandro Berti, Wil M. P. van der Aalst

Proceedings of the Best Dissertation Award, 2024

2023

A generic approach to extract object-centric event data from databases supporting SAP ERP.

Alessandro Berti, Gyunam Park, Majid Rafiei, Wil M. P. van der Aalst

J. Intell. Inf. Syst., December, 2023

PM4Py: A process mining library for Python.

Alessandro Berti, Sebastiaan J. van Zelst, Daniel Schuster

Softw. Impacts, September, 2023

OC-PM: analyzing object-centric event logs and process models.

Alessandro Berti, Wil M. P. van der Aalst

Int. J. Softw. Tools Technol. Transf., February, 2023

Advancements and Challenges in Object-Centric Process Mining: A Systematic Literature Review.

Alessandro Berti, Marco Montali, Wil M. P. van der Aalst

CoRR, 2023

Leveraging Large Language Models (LLMs) for Process Mining (Technical Report).

Alessandro Berti, Mahnaz Sadat Qafari

CoRR, 2023

Applying Process Mining on Scientific Workflows: a Case Study.

Zahra Sadeghibogar, Alessandro Berti, Marco Pegoraro, Wil M. P. van der Aalst

CoRR, 2023

OCEL 2.0 Resources - www.ocel-standard.org.

István Koren, Jan Niklas Adams, Alessandro Berti, Wil M. P. van der Aalst

Proceedings of the Doctoral Consortium and Demo Track 2023 at the International Conference on Process Mining 2023 co-located with the 5th International Conference on Process Mining (ICPM 2023), 2023

SLURMminer: A Tool for SLURM System Analysis with Process Mining.

Zahra Sadeghibogar, Alessandro Berti, Marco Pegoraro, Wil M. P. van der Aalst

Proceedings of the Best Dissertation Award, 2023

A Collection of Simulated Event Logs for Fairness Assessment in Process Mining.

Timo Pohl, Alessandro Berti, Mahnaz Sadat Qafari, Wil M. P. van der Aalst

Proceedings of the Best Dissertation Award, 2023

Abstractions, Scenarios, and Prompt Definitions for Process Mining with LLMs: A Case Study.

Alessandro Berti, Daniel Schuster, Wil M. P. van der Aalst

Proceedings of the Business Process Management Workshops, 2023

2022

Interactive Process Identification and Selection from SAP ERP.

Julian Weber, Alessandro Berti, Gyunam Park, Majid Rafiei, Wil M. P. van der Aalst

CoRR, 2022

Filtering and Sampling Object-Centric Event Logs.

Alessandro Berti

CoRR, 2022

A Scalable Database for the Storage of Object-Centric Event Logs.

Alessandro Berti, Anahita Farhang Ghahfarokhi, Gyunam Park, Wil M. P. van der Aalst

CoRR, 2022

Interactive Business Process Comparison Using Conformance and Performance Insights - A Tool.

Mahsa Pourbafrani, Majid Rafiei, Alessandro Berti, Wil M. P. van der Aalst

Proceedings of the Research Challenges in Information Science, 2022

PM4Py-GPU: A High-Performance General-Purpose Library for Process Mining.

Alessandro Berti, Minh Phan Nghia, Wil M. P. van der Aalst

Proceedings of the Research Challenges in Information Science, 2022

2021

A Novel Token-Based Replay Technique to Speed Up Conformance Checking and Process Enhancement.

Alessandro Berti, Wil M. P. van der Aalst

Trans. Petri Nets Other Model. Concurr., 2021

Process Comparison Using Object-Centric Process Cubes.

Anahita Farhang Ghahfarokhi, Alessandro Berti, Wil M. P. van der Aalst

CoRR, 2021

An Event Data Extraction Approach from SAP ERP for Process Mining.

Alessandro Berti, Gyunam Park, Majid Rafiei, Wil M. P. van der Aalst

Proceedings of the Process Mining Workshops - ICPM 2021 International Workshops, Eindhoven, The Netherlands, October 31, 2021

OCEL: A Standard for Object-Centric Event Logs.

Anahita Farhang Ghahfarokhi, Gyunam Park, Alessandro Berti, Wil M. P. van der Aalst

Proceedings of the New Trends in Database and Information Systems, 2021

2020

Discovering Object-centric Petri Nets.

Wil M. P. van der Aalst, Alessandro Berti

Fundam. Informaticae, 2020

An Open-Source Integration of Process Mining Features Into the Camunda Workflow Engine: Data Extraction and Challenges.

Alessandro Berti, Wil M. P. van der Aalst, David Zang, Magdalena Lang

Proceedings of the ICPM Doctoral Consortium and Tool Demonstration Track 2020 co-located with the 2nd International Conference on Process Mining (ICPM 2020), 2020

2019

Increasing Scalability of Process Mining using Event Dataframes: How Data Structure Matters.

Alessandro Berti

CoRR, 2019

Process Mining for Python (PM4Py): Bridging the Gap Between Process- and Data Science.

Alessandro Berti, Sebastiaan J. van Zelst, Wil M. P. van der Aalst

CoRR, 2019

Extracting Multiple Viewpoint Models from Relational Databases.

Alessandro Berti, Wil M. P. van der Aalst

Proceedings of the Data-Driven Process Discovery and Analysis, 2019

Filtering Toolkit: Interactively Filter Event Logs to Improve the Quality of Discovered Models.

Mohammadreza Fani Sani, Alessandro Berti, Sebastiaan J. van Zelst, Wil M. P. van der Aalst

Proceedings of the Dissertation Award, 2019

PM4Py Web Services: Easy Development, Integration and Deployment of Process Mining Features in any Application Stack.

Alessandro Berti, Sebastiaan J. van Zelst, Wil M. P. van der Aalst

Proceedings of the Dissertation Award, 2019

Process Mining on Event Graphs: a Framework to Extensively Support Projects.

Alessandro Berti

Proceedings of the Dissertation Award, 2019

Reviving Token-based Replay: Increasing Speed While Improving Diagnostics.

Alessandro Berti, Wil M. P. van der Aalst

Proceedings of the International Workshop on Algorithms & Theories for the Analysis of Event Data 2019 Satellite event of the conferences: 40th International Conference on Application and Theory of Petri Nets and Concurrency Petri Nets 2019 and 19th International Conference on Application of Concurrency to System Design ACSD 2019, 2019

2018

StarStar Models: Process Analysis on top of Databases.

Alessandro Berti, Wil M. P. van der Aalst

CoRR, 2018

StarStar Models: Using Events at Database Level for Process Analysis.

Alessandro Berti, Wil M. P. van der Aalst

Proceedings of the 8th International Symposium on Data-driven Process Discovery and Analysis (SIMPDA 2018), 2018

2015

No-Free-Lunch theorems in the continuum.

Aureli Alabert, Alessandro Berti, Ricard Caballero, Marco Ferrante

Theor. Comput. Sci., 2015

2014

A novel criterion for overlapping communities detection and clustering improvement.

Alessandro Berti, Alessandro Sperduti, Andrea Burattin

Proceedings of the 2014 IEEE Symposium on Computational Intelligence and Data Mining, 2014