تقرير
AI-Augmented Business Process Management Systems: A Research Manifesto
| العنوان: | AI-Augmented Business Process Management Systems: A Research Manifesto |
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| المؤلفون: | Dumas, Marlon, Fournier, Fabiana, Limonad, Lior, Marrella, Andrea, Montali, Marco, Rehse, Jana-Rebecca, Accorsi, Rafael, Calvanese, Diego, De Giacomo, Giuseppe, Fahland, Dirk, Gal, Avigdor, La Rosa, Marcello, Völzer, Hagen, Weber, Ingo |
| المصدر: | ACM Transactions on Management Information Systems, 31 January 2023 Volume 14, Issue 1, Article No.: 11, pp 1-19 |
| سنة النشر: | 2022 |
| المجموعة: | Computer Science |
| مصطلحات موضوعية: | Computer Science - Artificial Intelligence, Computer Science - Software Engineering |
| الوصف: | 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. Comment: 19 pages, 1 figure |
| نوع الوثيقة: | Working Paper |
| DOI: | 10.1145/3576047 |
| URL الوصول: | http://arxiv.org/abs/2201.12855 |
| رقم الأكسشن: | edsarx.2201.12855 |
| قاعدة البيانات: | arXiv |
| DOI: | 10.1145/3576047 |
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