IJCAI 2024poster12 citations
ProMoAI: Process Modeling with Generative AI
Humam Kourani, Alessandro Berti, Daniel Schuster, Wil M.P. van der Aalst
Abstract
ProMoAI is a novel tool that leverages Large Language Models (LLMs) to automatically generate process models from textual descriptions, incorporating advanced prompt engineering, error handling, and code generation techniques. Beyond automating the generation of complex process models, ProMoAI also supports process model optimization. Users can interact with the tool by providing feedback on the generated model, which is then used for refining the process model. ProMoAI utilizes the capabilities LLMs to offer a novel, AI-driven approach to process modeling, significantly reducing the barrier to entry for users without deep technical knowledge in process modeling.
Natural Language Processing: NLP: Language modelsNatural Language Processing: NLP: ApplicationsNatural Language Processing: NLP: Dialogue and interactive systemsHumans and AI: General
BibTeX
@inproceedings{ijcai2024p1014,
title = {ProMoAI: Process Modeling with Generative AI},
author = {Kourani, Humam and Berti, Alessandro and Schuster, Daniel and van der Aalst, Wil M.P.},
booktitle = {Proceedings of the Thirty-Third International Joint Conference on
Artificial Intelligence, {IJCAI-24}},
publisher = {International Joint Conferences on Artificial Intelligence Organization},
editor = {Kate Larson},
pages = {8708--8712},
year = {2024},
month = {8},
note = {Demo Track},
doi = {10.24963/ijcai.2024/1014},
url = {https://doi.org/10.24963/ijcai.2024/1014},
}