arXiv Open Access 2022

AI-Augmented Business Process Management Systems: A Research Manifesto

Marlon Dumas Fabiana Fournier Lior Limonad Andrea Marrella Marco Montali +9 lainnya

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Abstrak

AI-Augmented Business Process Management Systems (ABPMSs) are an emerging class of process-aware information systems, empowered by trustworthy AI technology. An ABPMS enhances the execution of business processes with the aim of making these processes more adaptable, proactive, explainable, and context-sensitive. This manifesto presents a vision for ABPMSs and discusses research challenges that need to be surmounted to realize this vision. To this end, we define the concept of ABPMS, we outline the lifecycle of processes within an ABPMS, we discuss core characteristics of an ABPMS, and we derive a set of challenges to realize systems with these characteristics.

Topik & Kata Kunci

cs.AI cs.SE

Penulis (14)

Marlon Dumas

Fabiana Fournier

Lior Limonad

Andrea Marrella

Marco Montali

Jana-Rebecca Rehse

Rafael Accorsi

Diego Calvanese

Giuseppe De Giacomo

Dirk Fahland

Avigdor Gal

Marcello La Rosa

Hagen Völzer

Ingo Weber

Format Sitasi

APA MLA BibTeX

Dumas, M., Fournier, F., Limonad, L., Marrella, A., Montali, M., Rehse, J. et al. (2022). AI-Augmented Business Process Management Systems: A Research Manifesto. https://arxiv.org/abs/2201.12855

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Informasi Jurnal

Tahun Terbit: 2022
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓