Publications

2025

• A. Casciani, M. L. Bernardi, M. Cimitile, and A. Marrella. Enhancing next activity prediction in process mining with retrieval-augmented generation. Information Systems, 137, 0306-4379, 2025.

• A. Casciani, G. De Giacomo, A. Marrella, C. Weinhuber. A Requirements Engineering-Driven Methodology for Planning Domain Generation via LLMs with Invariant-Based Refinement. In: ICAPS 2025 Workshop on Planning in the Era of LLMs (LM4Plan). 2025.

• A. Casciani,  L. Lestingi, A. Marrella, A. Matta. A Conversational Framework for Faithful Multi-perspective Analysis of Production Systems. In: Advanced Information Systems Engineering. CAiSE 2025. Lecture Notes in Computer Science, vol 15701. Springer, Cham. 2025.

• A. Casciani. Integrating LLMs and Symbolic Reasoning for Framed Autonomy in AI-Augmented Business Process Management. In: Intelligent Information Systems. CAiSE 2025. Lecture Notes in Business Information Processing, vol 557. Springer, Cham. 2025.

• S. Agostinelli, D. Benvenuti, A. Casciani, F. De Luzi; M. Marinacci, A. Marrella, J. Rossi. A Framework for Enhanced Decision-Making Support in Production Planning through Event Data Analysis. In: 33rd Symposium On Advanced Database Systems (SEBD 2025). 2025. 

2024

• G. Acitelli, S. Agostinelli, A. Casciani, and A. Marrella. An End-To-End Execution of a Logistic Process in an AI-Augmented Business Process Management System, PMAI Workshop @ 27th European Conference on Artificial Intelligence (ECAI 2024), 2024.

• G. Acitelli, S. Agostinelli, A. Casciani, and A. Marrella. The Role of Trust in AI-Augmented Business Process Management Systems, AI4BPM Workshop @ International Conference on Business Process Management (BPM 2024), 2024.

• A. Casciani. Conversational AI for Framed Autonomy in AI-augmented Business Process Management, Doctoral Consortium @ International Conference on Business Process Management (BPM 2024), 2024.

• S. Agostinelli, D. Benvenuti, A. Casciani, F. De Luzi, M. Marinacci, A. Marrella, and J. Rossi. A Context-aware Framework for Short-term Decision-making for Production Planning, 36th International Conference on Advanced Information Systems Engineering (CAiSE 2024), 2024.

• M.L. Bernardi, A. Casciani, M. Cimitile, A. Marrella. Conversing with business process-aware Large Language Models: the BPLLM framework, Journal of Intelligent Information Systems, 2024.

• M.L. Bernardi, A. Casciani, M. Cimitile, A. Marrella. A preliminary study on Business Process-aware Large Language Models, 4th CINI National Conference on Artificial Intelligence (Ital-IA '24), 2024.

• A. Casciani, M.L. Bernardi, M. Cimitile, A. Marrella. Conversational Systems for AI-Augmented Business Process Management, 18th Research Challenges in Information Science (RCIS 2024), 2024. [DOI]