Title :
Context reasoning for smart homes using case-based reasoning
Author :
Po-Sheng Li ; Liu, An ; Pei-Chuan Zhou
Author_Institution :
Central Res. Inst., Tatung Co., Taipei, Taiwan
Abstract :
The realization of a smart home relies on how to integrate consumer electronics for a good use. The communication technologies play an important role, but providing a timely and suitable service to users depends on understanding user request in a context. This article reports the definition of the context model for a smart home and how to reason on that model to provide suitable services. The prototype system integrates a context-aware system with an OSGi platform to allow the context-aware system to operate home devices easily. Case-based reasoning is used determining user behaviors and suggests a service fitting to the needs. Personal ontology is kept as cases that represent user preferences, and the system will use this information to choose the suitable services for users.
Keywords :
case-based reasoning; consumer electronics; home automation; ontologies (artificial intelligence); ubiquitous computing; OSGi platform; case-based reasoning; communication technologies; consumer electronics integration; context reasoning; context-aware system; personal ontology; smart homes; user behaviors; Decision support systems; OSGi; case-based reasoning; context-aware system; ontology; smart home;
Conference_Titel :
Consumer Electronics (ISCE 2014), The 18th IEEE International Symposium on
Conference_Location :
JeJu Island
DOI :
10.1109/ISCE.2014.6884414