Constructivist Ambient Intelligent Agent for Smart Environments

Amro Najjar 1 Patrick Reignier 2, *
* Corresponding author
1 ISCOD
FAYOL-ENSMSE - Institut Henri Fayol
2 PRIMA - Perception, recognition and integration for observation of activity
Inria Grenoble - Rhône-Alpes, UJF - Université Joseph Fourier - Grenoble 1, INPG - Institut National Polytechnique de Grenoble , CNRS - Centre National de la Recherche Scientifique : UMR5217
Abstract : 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.
Document type :
Conference papers
Complete list of metadatas

Cited literature [18 references]  Display  Hide  Download

https://hal.inria.fr/hal-00806381
Contributor : Patrick Reignier <>
Submitted on : Tuesday, April 2, 2013 - 3:33:27 PM
Last modification on : Thursday, October 17, 2019 - 12:36:45 PM
Long-term archiving on : Sunday, April 2, 2017 - 10:59:10 PM

File

article.pdf
Files produced by the author(s)

Identifiers

  • HAL Id : hal-00806381, version 1

Citation

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⟩

Share

Metrics

Record views

661

Files downloads

547