loading
Papers Papers/2022 Papers Papers/2022

Research.Publish.Connect.

Paper

Authors: Ludovic Apvrille and Bastien Sultan

Affiliation: LTCI, Télécom Paris, IP Paris, 450 route des Chappes, Sophia-Antipolis, France

Keyword(s): Modeling, Verification, Artificial Intelligence, LLM, Analysis, Design.

Abstract: System development cycles typically follow a V-cycle, where modelers first analyze a system specification before proposing its design. When utilizing SysML, this process predominantly involves transforming natural language (the system specification) into various structural and behavioral views employing SysML diagrams. With their proficiency in interpreting natural text and generating results in predetermined formats, Large Language Models (LLMs) could assist such development cycles. This paper introduces a framework where LLMs can be leveraged to automatically construct both structural and behavioral SysML diagrams from system specifications. Through multiple examples, the paper underscores the potential utility of LLMs in this context, highlighting the necessity for feeding these models with a well-defined knowledge base and an automated feedback loop for better outcomes.

CC BY-NC-ND 4.0

Sign In Guest: Register as new SciTePress user now for free.

Sign In SciTePress user: please login.

PDF ImageMy Papers

You are not signed in, therefore limits apply to your IP address 44.192.94.177

In the current month:
Recent papers: 100 available of 100 total
2+ years older papers: 200 available of 200 total

Paper citation in several formats:
Apvrille, L. and Sultan, B. (2024). System Architects Are not Alone Anymore: Automatic System Modeling with AI. In Proceedings of the 12th International Conference on Model-Based Software and Systems Engineering - MODELSWARD; ISBN 978-989-758-682-8; ISSN 2184-4348, SciTePress, pages 27-38. DOI: 10.5220/0012320100003645

@conference{modelsward24,
author={Ludovic Apvrille. and Bastien Sultan.},
title={System Architects Are not Alone Anymore: Automatic System Modeling with AI},
booktitle={Proceedings of the 12th International Conference on Model-Based Software and Systems Engineering - MODELSWARD},
year={2024},
pages={27-38},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0012320100003645},
isbn={978-989-758-682-8},
issn={2184-4348},
}

TY - CONF

JO - Proceedings of the 12th International Conference on Model-Based Software and Systems Engineering - MODELSWARD
TI - System Architects Are not Alone Anymore: Automatic System Modeling with AI
SN - 978-989-758-682-8
IS - 2184-4348
AU - Apvrille, L.
AU - Sultan, B.
PY - 2024
SP - 27
EP - 38
DO - 10.5220/0012320100003645
PB - SciTePress