DocumentCode :
606514
Title :
Constructivist ambient intelligent agent for smart environments
Author :
Najjar, Ahmed ; Reignier, Patrick
Author_Institution :
ISCOD, ENS Mines St.-Etienne, St. Etienne, France
fYear :
2013
fDate :
18-22 March 2013
Firstpage :
356
Lastpage :
359
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.
Keywords :
ambient intelligence; home computing; learning (artificial intelligence); multi-agent systems; agent; classical AI; constructivism theory; constructivist ambient intelligent agent; context aware services; continuous interaction process; developmental artificial intelligence; home scenario; learning schemas; smart environments; smart home; time 2 week; user interactions; Ambient intelligence; Artificial intelligence; Context; Intelligent sensors; Smart homes; TV; Ambient intelligence; Autonomous mental development; Machine learning; Self organizing feature maps;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Pervasive Computing and Communications Workshops (PERCOM Workshops), 2013 IEEE International Conference on
Conference_Location :
San Diego, CA
Print_ISBN :
978-1-4673-5075-4
Electronic_ISBN :
978-1-4673-5076-1
Type :
conf
DOI :
10.1109/PerComW.2013.6529515
Filename :
6529515
Link To Document :
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