Title :
Applying context summarization techniques in pervasive computing systems
Author :
Rasheed, Faraz ; Lee, Young-Koo ; Lee, Sungyoung
Author_Institution :
Dept. of Comput. Eng., Kyung Hee Univ., Suwon
Abstract :
Pervasive computing systems are connected with a number of sensors. The system receives a lot of information continuously from sensors to sense its physical and computational environment. Knowledge management in such systems imposes several challenges such as ubiquity and distributed knowledge acquisition. As the amount of data grows, the query processing efficiency is reduced. We proposed context summarization and use of aggregate information in such systems. The idea is to summarize the received information and try to use this compact and reduced sized information as much as possible to answer user queries. In this paper, we are going to describe some of the techniques that can be employed for such a summarization process
Keywords :
data acquisition; knowledge acquisition; knowledge management; query processing; ubiquitous computing; aggregate information; context summarization; distributed knowledge acquisition; knowledge management; pervasive computing; query processing; sensors; Conferences; Context awareness; Context-aware services; Data mining; Machine learning; Pervasive computing; Physics computing; Query processing; Sensor systems; Ubiquitous computing;
Conference_Titel :
Software Technologies for Future Embedded and Ubiquitous Systems, 2006 and the 2006 Second International Workshop on Collaborative Computing, Integration, and Assurance. SEUS 2006/WCCIA 2006. The Fourth IEEE Workshop on
Conference_Location :
Gyeongju
Print_ISBN :
0-7695-2560-1
DOI :
10.1109/SEUS-WCCIA.2006.16