no code implementations • 28 Jan 2024 • Alon Oved, Segev Shlomov, Sergey Zeltyn, Nir Mashkif, Avi Yaeli
To address this gap, we propose the novel SNAP method that leverages language foundation models by constructing semantic contextual stories from the process historical event logs and using them for the next activity prediction.
no code implementations • 10 Aug 2023 • Sivan Schwartz, Avi Yaeli, Segev Shlomov
This paper explores these new challenges and opportunities, analyzes the main aspects of trust in AI agents discussed in existing literature, and identifies specific considerations and challenges relevant to this new generation of automation agents.
1 code implementation • 13 Dec 2022 • Sergey Zeltyn, Segev Shlomov, Avi Yaeli, Alon Oved
Using this dataset, we demonstrate crowd-wisdom and goal-driven approaches to prescriptive process monitoring.