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ORCIDAlessandro Berti 0001
Person information
- affiliation: RWTH Aachen, Germany
- affiliation: Fraunhofer Institute for Applied Information Technology (FIT), Aachen, Germany
- affiliation: S.I.A.L. Group, Padua, Italy
Other persons with the same name
- Alessandro Berti — disambiguation page
- Alessandro Berti 0002
![[0000-0001-9144-9572]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0001-9144-9572")
— University of Pisa, Department of Physics, Pisa, Italy - Alessandro Berti 0003 — Marchesini Group S.p.A., Pianoro , Italy (and 1 more)
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2020 – today
- 2026
[j10]Humam Kourani, Alessandro Berti, Jasmin Hennrich, Wolfgang Kratsch, Robin Weidlich, Chiao-Yun Li, Ahmad Arslan, Wil M. P. van der Aalst, Daniel Schuster:
Leveraging large language models for enhanced process model comprehension. Decis. Support Syst. 200: 114563 (2026)- 2025
- [b1]Alessandro Berti:
Object-centric process mining: data extraction, process discovery, and conformance checking. RWTH Aachen University, Germany, 2025 - [j9]Richard Hobeck, Alessandro Berti, Ingo Weber, Wil M. P. van der Aalst:
Object-Centric Process Mining for Blockchain Applications Extracting and Representing Ethereum Execution Data in OCEL 2.0. Enterp. Model. Inf. Syst. Archit. Int. J. Concept. Model. 20 (2025) - [j8]Alessandro Berti, Urszula Jessen, Gyunam Park, Majid Rafiei, Wil M. P. van der Aalst:
Analyzing interconnected processes: using object-centric process mining to analyze procurement processes. Int. J. Data Sci. Anal. 20(2): 475-497 (2025) - [c25]Dina Kretzschmann, Alessandro Berti, Wil M. P. van der Aalst:
A Data-Driven Framework for Retail Inventory Optimization: Integrating Object-Centric Process Mining and Mathematical Models. BIS 2025: 179-193 - [i32]Alessandro Berti, Wil M. P. van der Aalst:
CPN-Py: A Python-Based Tool for Modeling and Analyzing Colored Petri Nets. CoRR abs/2506.12238 (2025) - [i31]Humam Kourani, Anton Antonov, Alessandro Berti, Wil M. P. van der Aalst:
Knowledge-Driven Hallucination in Large Language Models: An Empirical Study on Process Modeling. CoRR abs/2509.15336 (2025) - 2024
- [j7]Alessandro Berti, Johannes Herforth, Mahnaz Sadat Qafari, Wil M. P. van der Aalst:
Graph-based feature extraction on object-centric event logs. Int. J. Data Sci. Anal. 18(2): 139-155 (2024) - [c24]Zahra Sadeghibogar, Alessandro Berti, Marco Pegoraro, Wil M. P. van der Aalst:
Applying Process Mining on Scientific Workflows: A Case Study on High Performance Computing Data. Business Process Management Workshops 2024: 84-96 - [c23]Alessandro Berti, Wil M. P. van der Aalst:
CSV-PM-LLM-Parsing: Automatic Ingestion of CSV Event Logs for Process Mining using LLMs. BPM (Demos / Resources Forum) 2024: 131-135 - [c22]Alessandro Berti, Urszula Jessen, Wil M. P. van der Aalst, Dirk Fahland:
Explainable Object-Centric Anomaly Detection: the Role of Domain Knowledge. BPM (Demos / Resources Forum) 2024: 162-168 - [c21]Alessandro Berti, Humam Kourani, Hannes Häfke, Chiao-Yun Li, Daniel Schuster:
Evaluating Large Language Models in Process Mining: Capabilities, Benchmarks, and Evaluation Strategies. BPMDS/EMMSAD@CAiSE 2024: 13-21 - [c20]Humam Kourani, Alessandro Berti, Daniel Schuster, Wil M. P. van der Aalst:
Process Modeling with Large Language Models. BPMDS/EMMSAD@CAiSE 2024: 229-244 - [c19]Dina Kretzschmann, Gyunam Park, Alessandro Berti, Wil M. P. van der Aalst:
Overstock Problems in a Purchase-to-Pay Process: An Object-Centric Process Mining Case Study. CAiSE Workshops 2024: 347-359 - [c18]Alessandro Berti, Humam Kourani, Wil M. P. van der Aalst:
PM-LLM-Benchmark: Evaluating Large Language Models on Process Mining Tasks. ICPM Workshops 2024: 610-623 - [c17]Humam Kourani, Alessandro Berti, Daniel Schuster, Wil M. P. van der Aalst:
ProMoAI: Process Modeling with Generative AI. IJCAI 2024: 8708-8712 - [i30]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:
OCEL (Object-Centric Event Log) 2.0 Specification. CoRR abs/2403.01975 (2024) - [i29]István Koren, Jan Niklas Adams, Alessandro Berti, Wil M. P. van der Aalst:
OCEL 2.0 Resources - www.ocel-standard.org. CoRR abs/2403.01982 (2024) - [i28]Humam Kourani, Alessandro Berti, Daniel Schuster, Wil M. P. van der Aalst:
ProMoAI: Process Modeling with Generative AI. CoRR abs/2403.04327 (2024) - [i27]Alessandro Berti, Humam Kourani, Hannes Häfke, Chiao-Yun Li, Daniel Schuster:
Evaluating Large Language Models in Process Mining: Capabilities, Benchmarks, Evaluation Strategies, and Future Challenges. CoRR abs/2403.06749 (2024) - [i26]Humam Kourani, Alessandro Berti, Daniel Schuster, Wil M. P. van der Aalst:
Process Modeling With Large Language Models. CoRR abs/2403.07541 (2024) - [i25]Alessandro Berti:
PM4Py.LLM: a Comprehensive Module for Implementing PM on LLMs. CoRR abs/2404.06035 (2024) - [i24]Alessandro Berti, Urszula Jessen, Wil M. P. van der Aalst, Dirk Fahland:
Challenges of Anomaly Detection in the Object-Centric Setting: Dimensions and the Role of Domain Knowledge. CoRR abs/2407.09023 (2024) - [i23]Alessandro Berti, Humam Kourani, Wil M. P. van der Aalst:
PM-LLM-Benchmark: Evaluating Large Language Models on Process Mining Tasks. CoRR abs/2407.13244 (2024) - [i22]Alessandro Berti, Mayssa Maatallah, Urszula Jessen, Michal Sroka, Sonia Ayachi Ghannouchi:
Re-Thinking Process Mining in the AI-Based Agents Era. CoRR abs/2408.07720 (2024) - [i21]Humam Kourani, Alessandro Berti, Jasmin Henrich, Wolfgang Kratsch, Robin Weidlich, Chiao-Yun Li, Ahmad Arslan, Daniel Schuster, Wil M. P. van der Aalst:
Leveraging Large Language Models for Enhanced Process Model Comprehension. CoRR abs/2408.08892 (2024) - [i20]Humam Kourani, Alessandro Berti, Daniel Schuster, Wil M. P. van der Aalst:
Evaluating Large Language Models on Business Process Modeling: Framework, Benchmark, and Self-Improvement Analysis. CoRR abs/2412.00023 (2024) - 2023
- [j6]Alessandro Berti, Gyunam Park, Majid Rafiei, Wil M. P. van der Aalst:
A generic approach to extract object-centric event data from databases supporting SAP ERP. J. Intell. Inf. Syst. 61(3): 835-857 (2023) - [j5]Alessandro Berti, Sebastiaan J. van Zelst, Daniel Schuster:
PM4Py: A process mining library for Python. Softw. Impacts 17: 100556 (2023) - [j4]Alessandro Berti, Wil M. P. van der Aalst:
OC-PM: analyzing object-centric event logs and process models. Int. J. Softw. Tools Technol. Transf. 25(1): 1-17 (2023) - [c16]Timo Pohl, Alessandro Berti, Mahnaz Sadat Qafari, Wil M. P. van der Aalst:
A Collection of Simulated Event Logs for Fairness Assessment in Process Mining. BPM (Demos / Resources Forum) 2023: 87-91 - [c15]Zahra Sadeghibogar, Alessandro Berti, Marco Pegoraro, Wil M. P. van der Aalst:
SLURMminer: A Tool for SLURM System Analysis with Process Mining. BPM (Demos / Resources Forum) 2023: 97-101 - [c14]Alessandro Berti, Daniel Schuster, Wil M. P. van der Aalst:
Abstractions, Scenarios, and Prompt Definitions for Process Mining with LLMs: A Case Study. Business Process Management Workshops 2023: 427-439 - [c13]István Koren, Jan Niklas Adams, Alessandro Berti, Wil M. P. van der Aalst:
OCEL 2.0 Resources - www.ocel-standard.org. ICPM Doctoral Consortium / Demo 2023 - [i19]Timo Pohl, Alessandro Berti, Mahnaz Sadat Qafari, Wil M. P. van der Aalst:
A Collection of Simulated Event Logs for Fairness Assessment in Process Mining. CoRR abs/2306.11453 (2023) - [i18]Alessandro Berti, Daniel Schuster, Wil M. P. van der Aalst:
Abstractions, Scenarios, and Prompt Definitions for Process Mining with LLMs: A Case Study. CoRR abs/2307.02194 (2023) - [i17]Zahra Sadeghibogar, Alessandro Berti, Marco Pegoraro, Wil M. P. van der Aalst:
Applying Process Mining on Scientific Workflows: a Case Study. CoRR abs/2307.02833 (2023) - [i16]Alessandro Berti, Mahnaz Sadat Qafari:
Leveraging Large Language Models (LLMs) for Process Mining (Technical Report). CoRR abs/2307.12701 (2023) - [i15]Alessandro Berti, Marco Montali, Wil M. P. van der Aalst:
Advancements and Challenges in Object-Centric Process Mining: A Systematic Literature Review. CoRR abs/2311.08795 (2023) - 2022
- [c12]Alessandro Berti, Minh Phan Nghia, Wil M. P. van der Aalst:
PM4Py-GPU: A High-Performance General-Purpose Library for Process Mining. RCIS 2022: 727-734 - [c11]Mahsa Pourbafrani, Majid Rafiei, Alessandro Berti, Wil M. P. van der Aalst:
Interactive Business Process Comparison Using Conformance and Performance Insights - A Tool. RCIS 2022: 735-743 - [i14]Alessandro Berti, Anahita Farhang Ghahfarokhi, Gyunam Park, Wil M. P. van der Aalst:
A Scalable Database for the Storage of Object-Centric Event Logs. CoRR abs/2202.05639 (2022) - [i13]Alessandro Berti, Minh Phan Nghia, Wil M. P. van der Aalst:
PM4Py-GPU: a High-Performance General-Purpose Library for Process Mining. CoRR abs/2204.04898 (2022) - [i12]Alessandro Berti:
Filtering and Sampling Object-Centric Event Logs. CoRR abs/2205.01428 (2022) - [i11]Alessandro Berti, Wil M. P. van der Aalst:
OC-PM: Analyzing Object-Centric Event Logs and Process Models. CoRR abs/2209.09725 (2022) - [i10]Julian Weber, Alessandro Berti, Gyunam Park, Majid Rafiei, Wil M. P. van der Aalst:
Interactive Process Identification and Selection from SAP ERP. CoRR abs/2212.06514 (2022) - 2021
- [j3]Alessandro Berti, Wil M. P. van der Aalst:
A Novel Token-Based Replay Technique to Speed Up Conformance Checking and Process Enhancement. Trans. Petri Nets Other Model. Concurr. 15: 1-26 (2021) - [c10]Anahita Farhang Ghahfarokhi, Gyunam Park, Alessandro Berti, Wil M. P. van der Aalst:
OCEL: A Standard for Object-Centric Event Logs. ADBIS (Short Papers) 2021: 169-175 - [c9]Alessandro Berti, Gyunam Park, Majid Rafiei, Wil M. P. van der Aalst:
An Event Data Extraction Approach from SAP ERP for Process Mining. ICPM Workshops 2021: 255-267 - [i9]Anahita Farhang Ghahfarokhi, Alessandro Berti, Wil M. P. van der Aalst:
Process Comparison Using Object-Centric Process Cubes. CoRR abs/2103.07184 (2021) - [i8]Alessandro Berti, Gyunam Park, Majid Rafiei, Wil M. P. van der Aalst:
An Event Data Extraction Approach from SAP ERP for Process Mining. CoRR abs/2110.03467 (2021) - 2020
- [j2]Wil M. P. van der Aalst, Alessandro Berti:
Discovering Object-centric Petri Nets. Fundam. Informaticae 175(1-4): 1-40 (2020) - [c8]Alessandro Berti, Wil M. P. van der Aalst, David Zang, Magdalena Lang:
An Open-Source Integration of Process Mining Features Into the Camunda Workflow Engine: Data Extraction and Challenges. ICPM Doctoral Consortium / Tools 2020: 23-26 - [i7]Alessandro Berti, Wil M. P. van der Aalst:
Extracting Multiple Viewpoint Models from Relational Databases. CoRR abs/2001.02562 (2020) - [i6]Alessandro Berti, Wil M. P. van der Aalst:
A Novel Token-Based Replay Technique to Speed Up Conformance Checking and Process Enhancement. CoRR abs/2007.14237 (2020) - [i5]Alessandro Berti, Wil M. P. van der Aalst, David Zang, Magdalena Lang:
An Open-Source Integration of Process Mining Features into the Camunda Workflow Engine: Data Extraction and Challenges. CoRR abs/2009.06209 (2020) - [i4]Wil M. P. van der Aalst, Alessandro Berti:
Discovering Object-Centric Petri Nets. CoRR abs/2010.02047 (2020)
2010 – 2019
- 2019
- [c7]Alessandro Berti, Wil M. P. van der Aalst:
Reviving Token-based Replay: Increasing Speed While Improving Diagnostics. ATAED@Petri Nets/ACSD 2019: 87-103 - [c6]Alessandro Berti:
Process Mining on Event Graphs: a Framework to Extensively Support Projects. BPM (PhD/Demos) 2019: 60-65 - [c5]Mohammadreza Fani Sani, Alessandro Berti, Sebastiaan J. van Zelst, Wil M. P. van der Aalst:
Filtering Toolkit: Interactively Filter Event Logs to Improve the Quality of Discovered Models. BPM (PhD/Demos) 2019: 134-138 - [c4]Alessandro Berti, Sebastiaan J. van Zelst, Wil M. P. van der Aalst:
PM4Py Web Services: Easy Development, Integration and Deployment of Process Mining Features in any Application Stack. BPM (PhD/Demos) 2019: 174-178 - [c3]Alessandro Berti, Wil M. P. van der Aalst:
Extracting Multiple Viewpoint Models from Relational Databases. SIMPDA 2019: 24-51 - [i3]Alessandro Berti, Sebastiaan J. van Zelst, Wil M. P. van der Aalst:
Process Mining for Python (PM4Py): Bridging the Gap Between Process- and Data Science. CoRR abs/1905.06169 (2019) - [i2]Alessandro Berti:
Increasing Scalability of Process Mining using Event Dataframes: How Data Structure Matters. CoRR abs/1907.12817 (2019) - 2018
- [c2]Alessandro Berti, Wil M. P. van der Aalst:
StarStar Models: Using Events at Database Level for Process Analysis. SIMPDA 2018: 60-64 - [i1]Alessandro Berti, Wil M. P. van der Aalst:
StarStar Models: Process Analysis on top of Databases. CoRR abs/1811.08143 (2018) - 2015
- [j1]Aureli Alabert, Alessandro Berti, Ricard Caballero, Marco Ferrante:
No-Free-Lunch theorems in the continuum. Theor. Comput. Sci. 600: 98-106 (2015) - 2014
- [c1]Alessandro Berti, Alessandro Sperduti, Andrea Burattin:
A novel criterion for overlapping communities detection and clustering improvement. CIDM 2014: 249-256
Coauthor Index
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