publications

2026

1. IS

   Enhancing next activity prediction in process mining with Retrieval-Augmented Generation

   Angelo Casciani, Mario Luca Bernardi, Marta Cimitile, and 1 more author

   Inf. Syst., 2026

   DOI Bib

   @article{DBLP:journals/is/CascianiBCM26,
     author = {Casciani, Angelo and Bernardi, Mario Luca and Cimitile, Marta and Marrella, Andrea},
     title = {Enhancing next activity prediction in process mining with Retrieval-Augmented
                       Generation},
     journal = {Inf. Syst.},
     volume = {137},
     pages = {102642},
     year = {2026},
     url = {https://doi.org/10.1016/j.is.2025.102642},
     doi = {10.1016/J.IS.2025.102642},
     timestamp = {Sun, 16 Nov 2025 13:52:42 +0100},
   }

2025

1. LM4Plan

   A Requirements Engineering-Driven Methodology for Planning Domain Generation via LLMs with Invariant-Based Refinement

   Angelo Casciani, Giuseppe De Giacomo, Andrea Marrella, and 1 more author

   In ICAPS 2025 Workshop on Planning in the Era of LLMs (LM4Plan), 2025

   Bib HTML

   @inproceedings{casciani2025requirements,
     title = {A Requirements Engineering-Driven Methodology for Planning Domain Generation via LLMs with Invariant-Based Refinement},
     author = {Casciani, Angelo and De Giacomo, Giuseppe and Marrella, Andrea and Weinhuber, Christoph},
     booktitle = {ICAPS 2025 Workshop on Planning in the Era of LLMs (LM4Plan)},
     year = {2025},
   }

2. CAiSE

   A Conversational Framework for Faithful Multi-perspective Analysis of Production Systems

   Angelo Casciani, Livia Lestingi, Andrea Marrella, and 1 more author

   In Advanced Information Systems Engineering - 37th International Conference, CAiSE 2025, Vienna, Austria, June 16-20, 2025, Proceedings, Part I, 2025

   DOI Bib

   @inproceedings{DBLP:conf/caise/CascianiLMM25,
     author = {Casciani, Angelo and Lestingi, Livia and Marrella, Andrea and Matta, Andrea},
     editor = {Krogstie, John and Rinderle{-}Ma, Stefanie and Kappel, Gerti and Proper, Henderik A.},
     title = {A Conversational Framework for Faithful Multi-perspective Analysis
                       of Production Systems},
     booktitle = {Advanced Information Systems Engineering - 37th International Conference,
                       CAiSE 2025, Vienna, Austria, June 16-20, 2025, Proceedings, Part {I}},
     series = {Lecture Notes in Computer Science},
     volume = {15701},
     pages = {163--181},
     publisher = {Springer},
     year = {2025},
     url = {https://doi.org/10.1007/978-3-031-94569-4\_10},
     doi = {10.1007/978-3-031-94569-4\_10},
     timestamp = {Wed, 02 Jul 2025 18:52:26 +0200},
   }

3. CAiSE

   Integrating LLMs and Symbolic Reasoning for Framed Autonomy in AI-Augmented Business Process Management

   Angelo Casciani

   In Intelligent Information Systems - CAiSE 2025 Forum and Doctoral Consortium, Vienna, Austria, June 16-20, 2025, Proceedings, 2025

   DOI Bib

   @inproceedings{DBLP:conf/caise/Casciani25,
     author = {Casciani, Angelo},
     editor = {Pufahl, Luise and Rosenthal, Kristina and Espa{\~{n}}a, Sergio and Nurcan, Selmin},
     title = {Integrating LLMs and Symbolic Reasoning for Framed Autonomy in AI-Augmented
                       Business Process Management},
     booktitle = {Intelligent Information Systems - CAiSE 2025 Forum and Doctoral Consortium,
                       Vienna, Austria, June 16-20, 2025, Proceedings},
     series = {Lecture Notes in Business Information Processing},
     volume = {557},
     pages = {277--285},
     publisher = {Springer},
     year = {2025},
     url = {https://doi.org/10.1007/978-3-031-94590-8\_33},
     doi = {10.1007/978-3-031-94590-8\_33},
     timestamp = {Fri, 04 Jul 2025 22:05:23 +0200},
   }

4. SEBD

   A Framework for Enhanced Decision-Making Support in Production Planning through Event Data Analysis

   Simone Agostinelli, Dario Benvenuti, Angelo Casciani, and 4 more authors

   In 33rd Symposium On Advanced Database Systems (SEBD 2025), 2025

   Bib

   @inproceedings{agostinelli2025framework,
     title = {A Framework for Enhanced Decision-Making Support in Production Planning through Event Data Analysis},
     author = {Agostinelli, Simone and Benvenuti, Dario and Casciani, Angelo and De Luzi, Francesca and Marinacci, Matteo and Marrella, Andrea and Rossi, Jacopo},
     booktitle = {33rd Symposium On Advanced Database Systems (SEBD 2025)},
     year = {2025},
   }

2024

1. AI4BPM

   The Role of Trust in AI-Augmented Business Process Management Systems

   Giacomo Acitelli, Simone Agostinelli, Angelo Casciani, and 1 more author

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

   DOI Bib

   @inproceedings{DBLP:conf/bpm/AcitelliACM24,
     author = {Acitelli, Giacomo and Agostinelli, Simone and Casciani, Angelo and Marrella, Andrea},
     editor = {Gdowska, Katarzyna and G{\'{o}}mez{-}L{\'{o}}pez, Mar{\'{\i}}a Teresa and Rehse, Jana{-}Rebecca},
     title = {The Role of Trust in AI-Augmented Business Process Management Systems},
     booktitle = {Business Process Management Workshops - {BPM} 2024 International Workshops,
                       Krakow, Poland, September 1-6, 2024, Revised Selected Papers},
     series = {Lecture Notes in Business Information Processing},
     volume = {534},
     pages = {5--17},
     publisher = {Springer},
     year = {2024},
     url = {https://doi.org/10.1007/978-3-031-78666-2\_1},
     doi = {10.1007/978-3-031-78666-2\_1},
     timestamp = {Tue, 04 Mar 2025 15:29:58 +0100},
   }

2. PMAI

   An End-To-End Execution of a Logistic Process in an AI-Augmented Business Process Management System

   Giacomo Acitelli, Simone Agostinelli, Angelo Casciani, and 1 more author

   In Proceedings of the 3rd International Workshop on Process Management in the AI Era (PMAI 2024) co-located with 27th European Conference on Artificial Intelligence (ECAI 2024), Santiago de Compostela, Spain, October 19, 2024, 2024

   Bib HTML

   @inproceedings{DBLP:conf/pmai/AcitelliACM24,
     author = {Acitelli, Giacomo and Agostinelli, Simone and Casciani, Angelo and Marrella, Andrea},
     editor = {Giacomo, Giuseppe De and Fionda, Valeria and Fournier, Fabiana and Ielo, Antonio and Limonad, Lior and Montali, Marco},
     title = {An End-To-End Execution of a Logistic Process in an AI-Augmented Business
                       Process Management System},
     booktitle = {Proceedings of the 3rd International Workshop on Process Management
                       in the {AI} Era {(PMAI} 2024) co-located with 27th European Conference
                       on Artificial Intelligence {(ECAI} 2024), Santiago de Compostela,
                       Spain, October 19, 2024},
     series = {{CEUR} Workshop Proceedings},
     volume = {3779},
     pages = {5--10},
     publisher = {CEUR-WS.org},
     year = {2024},
     url = {https://ceur-ws.org/Vol-3779/short1.pdf},
     timestamp = {Mon, 28 Oct 2024 16:46:06 +0100},
   }

3. BPM

   Conversational AI for Framed Autonomy in AI-augmented Business Process Management

   Angelo Casciani

   In Proceedings of the Best Dissertation Award, Doctoral Consortium, and Demonstration & Resources Forum at BPM 2024 co-located with 22nd International Conference on Business Process Management (BPM 2024), Krakow, Poland, September 1st to 6th, 2024, 2024

   Bib HTML

   @inproceedings{DBLP:conf/bpm/Casciani24,
     author = {Casciani, Angelo},
     editor = {del{-}R{\'{\i}}o{-}Ortega, Adela and Montali, Marco and Rinderle{-}Ma, Stefanie and Reijers, Hajo A. and vom Brocke, Jan and Weske, Mathias and Depaire, Beno{\^{\i}}t and Indulska, Marta and van der Aa, Han and Adrian, Weronika T. and Genga, Laura and Leemans, Sander J. J. and Gdowska, Katarzyna and G{\'{o}}mez{-}L{\'{o}}pez, Mar{\'{\i}}a Teresa and Rehse, Jana{-}Rebecca and Agostinelli, Simone},
     title = {Conversational {AI} for Framed Autonomy in AI-augmented Business Process
                       Management},
     booktitle = {Proceedings of the Best Dissertation Award, Doctoral Consortium, and
                       Demonstration {\&} Resources Forum at {BPM} 2024 co-located with
                       22nd International Conference on Business Process Management {(BPM}
                       2024), Krakow, Poland, September 1st to 6th, 2024},
     series = {{CEUR} Workshop Proceedings},
     volume = {3758},
     pages = {53--60},
     publisher = {CEUR-WS.org},
     year = {2024},
     url = {https://ceur-ws.org/Vol-3758/paper-09.pdf},
     timestamp = {Fri, 11 Oct 2024 22:19:15 +0200},
   }

4. CAiSE

   A Context-Aware Framework to Support Decision-Making in Production Planning

   Simone Agostinelli, Dario Benvenuti, Angelo Casciani, and 4 more authors

   In Advanced Information Systems Engineering - 36th International Conference, CAiSE 2024, Limassol, Cyprus, June 3-7, 2024, Proceedings, 2024

   DOI Bib

   @inproceedings{DBLP:conf/caise/AgostinelliBCLMMR24,
     author = {Agostinelli, Simone and Benvenuti, Dario and Casciani, Angelo and Luzi, Francesca De and Marinacci, Matteo and Marrella, Andrea and Rossi, Jacopo},
     editor = {Guizzardi, Giancarlo and Santoro, Fl{\'{a}}via Maria and Mouratidis, Haralambos and Soffer, Pnina},
     title = {A Context-Aware Framework to Support Decision-Making in Production
                       Planning},
     booktitle = {Advanced Information Systems Engineering - 36th International Conference,
                       CAiSE 2024, Limassol, Cyprus, June 3-7, 2024, Proceedings},
     series = {Lecture Notes in Computer Science},
     volume = {14663},
     pages = {248--264},
     publisher = {Springer},
     year = {2024},
     url = {https://doi.org/10.1007/978-3-031-61057-8\_15},
     doi = {10.1007/978-3-031-61057-8\_15},
     timestamp = {Thu, 04 Jul 2024 22:05:24 +0200},
   }

5. IIS

   Conversing with business process-aware large language models: the BPLLM framework

   Mario Luca Bernardi, Angelo Casciani, Marta Cimitile, and 1 more author

   J. Intell. Inf. Syst., 2024

   DOI Bib

   @article{DBLP:journals/jiis/BernardiCCM24,
     author = {Bernardi, Mario Luca and Casciani, Angelo and Cimitile, Marta and Marrella, Andrea},
     title = {Conversing with business process-aware large language models: the
                       {BPLLM} framework},
     journal = {J. Intell. Inf. Syst.},
     volume = {62},
     number = {6},
     pages = {1607--1629},
     year = {2024},
     url = {https://doi.org/10.1007/s10844-024-00898-1},
     doi = {10.1007/S10844-024-00898-1},
     timestamp = {Mon, 03 Mar 2025 22:16:55 +0100},
   }

6. Ital-IA

   A preliminary study on Business Process-aware Large Language Models

   Mario Luca Bernardi, Angelo Casciani, Marta Cimitile, and 1 more author

   In Proceedings of the Ital-IA Intelligenza Artificiale - Thematic Workshops co-located with the 4th CINI National Lab AIIS Conference on Artificial Intelligence (Ital-IA 2024), Naples, Italy, May 29-30, 2024, 2024

   Bib HTML

   @inproceedings{DBLP:conf/ital-ia/BernardiCCM24,
     author = {Bernardi, Mario Luca and Casciani, Angelo and Cimitile, Marta and Marrella, Andrea},
     editor = {Martino, Sergio Di and Sansone, Carlo and Masciari, Elio and Rossi, Silvia and Gravina, Michela},
     title = {A preliminary study on Business Process-aware Large Language Models},
     booktitle = {Proceedings of the Ital-IA Intelligenza Artificiale - Thematic Workshops
                       co-located with the 4th {CINI} National Lab {AIIS} Conference on Artificial
                       Intelligence (Ital-IA 2024), Naples, Italy, May 29-30, 2024},
     series = {{CEUR} Workshop Proceedings},
     volume = {3762},
     pages = {441--446},
     publisher = {CEUR-WS.org},
     year = {2024},
     url = {https://ceur-ws.org/Vol-3762/504.pdf},
     timestamp = {Fri, 11 Oct 2024 07:47:20 +0200},
   }

7. RCIS

   Conversational Systems for AI-Augmented Business Process Management

   Angelo Casciani, Mario Luca Bernardi, Marta Cimitile, and 1 more author

   In Research Challenges in Information Science - 18th International Conference, RCIS 2024, Guimarães, Portugal, May 14-17, 2024, Proceedings, Part I, 2024

   DOI Bib HTML

   @inproceedings{DBLP:conf/rcis/CascianiBCM24,
     author = {Casciani, Angelo and Bernardi, Mario Luca and Cimitile, Marta and Marrella, Andrea},
     editor = {Ara{\'{u}}jo, Jo{\~{a}}o and de la Vara, Jose Luis and Santos, Maribel Yasmina and Assar, Sa{\"{\i}}d},
     title = {Conversational Systems for AI-Augmented Business Process Management},
     booktitle = {Research Challenges in Information Science - 18th International Conference,
                       {RCIS} 2024, Guimar{\~{a}}es, Portugal, May 14-17, 2024, Proceedings,
                       Part {I}},
     series = {Lecture Notes in Business Information Processing},
     volume = {513},
     pages = {183--200},
     publisher = {Springer},
     year = {2024},
     url = {https://doi.org/10.1007/978-3-031-59465-6\_12},
     doi = {10.1007/978-3-031-59465-6\_12},
     timestamp = {Sat, 31 May 2025 23:11:47 +0200},
   }