Search Results for author: Avi Yaeli

Found 3 papers, 1 papers with code

SNAP: Semantic Stories for Next Activity Prediction

no code implementations28 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.

Activity Prediction Decision Making +1

Enhancing Trust in LLM-Based AI Automation Agents: New Considerations and Future Challenges

no code implementations10 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.

Prescriptive Process Monitoring in Intelligent Process Automation with Chatbot Orchestration

1 code implementation13 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.

Chatbot Management +1

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