AI-Augmented Business Process Management Systems (ABPMS) extend existing process-aware information systems through the integration of advanced AI capabilities. A core aspect of ABPMS is Framed Autonomy, denoting the capability of the system to autonomously and independently choose how to progress process executions within the given Process Frame, which consists of (potentially conflicting) procedural and declarative process specifications. Moreover, an ABPMS should support the completion of partial process executions, even if they conflict with the Process Frame. In this paper, we demonstrate FrAIm, a What-If Analysis tool that leverages automata theory and automated planning to explore the behavior induced by framed autonomy.

FrAIm: A What-If Analysis Tool Enabling Framed Autonomy via Automated Planning / Wittlinger, P.H., Acitelli, G., Alman, A., Maggi, F.M., Marrella, A.. - 4032:(2025), pp. 192-199. (Best Dissertation Award, Doctoral Consortium, and Demonstration and Resources Forum at 23rd International Conference on Business Process Management, BPM-D 2025 Seville; Spain ).

FrAIm: A What-If Analysis Tool Enabling Framed Autonomy via Automated Planning

Acitelli G.;Maggi F. M.;Marrella A.
2025

Abstract

AI-Augmented Business Process Management Systems (ABPMS) extend existing process-aware information systems through the integration of advanced AI capabilities. A core aspect of ABPMS is Framed Autonomy, denoting the capability of the system to autonomously and independently choose how to progress process executions within the given Process Frame, which consists of (potentially conflicting) procedural and declarative process specifications. Moreover, an ABPMS should support the completion of partial process executions, even if they conflict with the Process Frame. In this paper, we demonstrate FrAIm, a What-If Analysis tool that leverages automata theory and automated planning to explore the behavior induced by framed autonomy.
2025
Best Dissertation Award, Doctoral Consortium, and Demonstration and Resources Forum at 23rd International Conference on Business Process Management, BPM-D 2025
AI-Augmented Business Process Management Systems; Automated Planning; Framed Autonomy; Hybrid Business Process Representations
04 Pubblicazione in atti di convegno::04b Atto di convegno in volume
FrAIm: A What-If Analysis Tool Enabling Framed Autonomy via Automated Planning / Wittlinger, P.H., Acitelli, G., Alman, A., Maggi, F.M., Marrella, A.. - 4032:(2025), pp. 192-199. (Best Dissertation Award, Doctoral Consortium, and Demonstration and Resources Forum at 23rd International Conference on Business Process Management, BPM-D 2025 Seville; Spain ).
File allegati a questo prodotto
File Dimensione Formato  
Wittlinger_FrAIm_2025.pdf

accesso aperto

Note: https://ceur-ws.org/Vol-4032/paper-26.pdf
Tipologia: Versione editoriale (versione pubblicata con il layout dell'editore)
Licenza: Creative commons
Dimensione 1.15 MB
Formato Adobe PDF
1.15 MB Adobe PDF

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1764688
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 1
  • ???jsp.display-item.citation.isi??? ND
social impact