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Published Articles >> Table of Contents >> Abstract
Sixth International Conference on Intelligent Systems Design and Applications (ISDA'06)
pp. 1038-1043
A Proactive Service Mechanism Based on Linguistic Variable and Multiple Attribute Decision Making
Yong Zhang, Shanghai Jiao Tong University, China
ShenSheng Zhang, Shanghai Jiao Tong University, China
SongQiao Han, Shanghai Jiao Tong University, China
Full Article Text:
 
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/ISDA.2006.76
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| Abstract |
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To develop practical Ubiquitous Computing
(UbiComp) applications, we design, formalize and
implement a Proactive Service Mechanism (PSM).
However, in UbiComp environments, imprecise and
incomplete context information, as well as limited
resource, introduces novel challenging issues for PSM
from service model and Quality of Service (QoS)
model to service selection algorithm. In our design, we
propose a user-oriented QoS model and a componentbased
service model to support adaptive service
selection. In particular, we design fuzzy linguistic
terms to help the user express his/her preference to
quality criteria with natural language. Furthermore,
the user’s preference can be mapped into the weights
of quality criteria by employing fuzzy set theory. The
kernel of the service selection problem is identified as
Multiple Attribute Decision Making (MADM) problem
with incomplete preference, which can be solved by
classic methods. Finally, we conduct several
experiments to testify the performance and scalability
of our design.
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 Additional Information
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Citation:
Yong Zhang, ShenSheng Zhang, SongQiao Han,
"A Proactive Service Mechanism Based on Linguistic Variable and Multiple Attribute Decision Making,"
isda,
pp. 1038-1043,
Sixth International Conference on Intelligent Systems Design and Applications (ISDA'06),
2006
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