DocumentCode :
1757533
Title :
The Next Technological Wave: Intelligence Technology for Intelligence Super Agent [Research Frontier]
Author :
Jong-Hwan Kim ; Zaheer, Sheir Afgen ; Seung-Hwan Choi
Author_Institution :
Dept. of Electr. Eng., KAIST, Daejeon, South Korea
Volume :
9
Issue :
3
fYear :
2014
fDate :
Aug. 2014
Firstpage :
54
Lastpage :
64
Abstract :
Since the industrial revolution, technological evolution has been the defining aspect of societal progress. Among all the technologies that have emerged over the years, information technology is the one that truly revolutionized the modern lifestyle. To take information technology beyond information mining and communication, intelligence technology (InT) is required to manipulate the information and knowledge with human-like intelligence. However, transforming InT into the next technological wave requires a medium to actualize InT with all its potential. Therefore, in this paper, we propose an intelligence super agent (iSA) as an autonomous entity equipped with all categories of intelligence, i.e. cognitive, social, behavioral, ambient, collective, and genetic intelligences. To realize the iSA, we also present a modular architecture, named intelligence operating architecture (iOA), capable of implementing all aspects of InT along with a biologically-inspired thought process. As a novel implementation platform for the iSA, we present user-centered development of robots enacted through agent based modularization (UDREAM). The effectiveness of UDREAM is shown through some application-specific experiments with individual robots. Although the current iSA is for a limited number of services with a standalone robot, it can be extended to a more complex iSA.
Keywords :
data mining; intelligent robots; learning (artificial intelligence); multi-agent systems; user centred design; InT; UDREAM; ambient intelligence; application specific experiments; behavioral intelligence; biologically-inspired thought process; cognitive intelligence; collective intelligence; genetic intelligence; human-like intelligence; iOA; iSA; information mining; information technology; intelligence operating architecture; intelligence super agent; intelligence technology; modular architecture; social intelligence; user centered development of robots enacted through agent based modularization; Cognition; Computer architecture; Context modeling; Hardware; Robot sensing systems; Software development;
fLanguage :
English
Journal_Title :
Computational Intelligence Magazine, IEEE
Publisher :
ieee
ISSN :
1556-603X
Type :
jour
DOI :
10.1109/MCI.2014.2326102
Filename :
6853441
Link To Document :
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