Constructivist Ambient Intelligent Agent for Smart Environments - Inria - Institut national de recherche en sciences et technologies du numérique Accéder directement au contenu
Communication Dans Un Congrès Année : 2013

Constructivist Ambient Intelligent Agent for Smart Environments

Résumé

Building a smart home is a multi-disciplinary and challenging problem. Our goal is to build an agent that can propose context aware services to the users. High variability of users' needs and the uniqueness of every home are difficult to handle using "Classical AI". We propose an alternative approach inspired by Developmental Artificial Intelligence and Constructivism Theory. Being constructivist means that the agent builds its knowledge in situ through user's interactions. This continuous interaction process enables the user to customize or bring up the system to meet his personal needs. We have made a first experiment by learning schemas from a simulated two-weeks home scenario. This preliminary experiment gives us indications that Constructivism is a promising approach for ambient intelligence.
Fichier principal
Vignette du fichier
article.pdf (221.98 Ko) Télécharger le fichier
Origine : Fichiers produits par l'(les) auteur(s)
Loading...

Dates et versions

hal-00806381 , version 1 (02-04-2013)

Identifiants

  • HAL Id : hal-00806381 , version 1

Citer

Amro Najjar, Patrick Reignier. Constructivist Ambient Intelligent Agent for Smart Environments. PerCom - IEEE International Conference on Pervasive Computing and Communications, Mar 2013, San Diego, United States. ⟨hal-00806381⟩
373 Consultations
369 Téléchargements

Partager

Gmail Facebook X LinkedIn More