180 ActiLLM in progress

LLM-based activity recognition in an intelligent habitat

Intervention area

Smart home

Start date

January 1, 2024

End date

April 30, 2025

Research on activity recognition typically requires the processing of data from extensive sensor arrays and the development of detection models tailored to each specific usage context. These requirements limit the reuse potential of models and often lead to a duplication of research efforts. The recent surge in popularity of Large Language Models (LLMs) has underscored that these pre-trained models possess the ability to be applied across a wide range of applications with minimal need for adjustments. This mandate will focus on evaluating LLMs ability to accurately identifying various activities taking place within a smart home environment.

Lead applicant

Kévin Bouchard

Université du Québec à Chicoutimi

Informatique

6 INTER mandates

Team

Sébastien Gaboury

Université du Québec à Chicoutimi

Informatique

6 INTER mandates

Pascal Fortin

Université du Québec à Chicoutimi

Informatique et mathématique

2 INTER mandates

Charles Gouin-Vallerand

Université de Sherbrooke

École de gestion - Systèmes d'information

9 INTER mandates

Hubert Kenfack Ngankam

Université de Sherbrooke

Informatique

2 INTER mandates

Nathalie Bier

Université de Montréal

Réadaptation

8 INTER mandates