TY - GEN
T1 - Ontology-Based Specific and Exhaustive User Profiles for Constraint Information Fusion for Multi-agents
AU - TAO, Xiaohui
AU - LI, Yuefeng
AU - LAU, Raymond Y. K.
AU - GEVA, S.
PY - 2010
Y1 - 2010
N2 - Intelligent agents are an advanced technology utilized in Web Intelligence. When searching information from a distributed Web environment, information is retrieved by multi-agents on the client site and fused on the broker site. The current information fusion techniques rely on cooperation of agents to provide statistics. Such techniques are computationally expensive and unrealistic in the real world. In this paper, we introduce a model that uses a world ontology constructed from the Dewey Decimal Classification to acquire user profiles. By search using specific and exhaustive user profiles, information fusion techniques no longer rely on the statistics provided by agents. The model has been successfully evaluated using the large INEX data set simulating the distributed Web environment. © 2010 IEEE.
AB - Intelligent agents are an advanced technology utilized in Web Intelligence. When searching information from a distributed Web environment, information is retrieved by multi-agents on the client site and fused on the broker site. The current information fusion techniques rely on cooperation of agents to provide statistics. Such techniques are computationally expensive and unrealistic in the real world. In this paper, we introduce a model that uses a world ontology constructed from the Dewey Decimal Classification to acquire user profiles. By search using specific and exhaustive user profiles, information fusion techniques no longer rely on the statistics provided by agents. The model has been successfully evaluated using the large INEX data set simulating the distributed Web environment. © 2010 IEEE.
U2 - 10.1109/WI-IAT.2010.76
DO - 10.1109/WI-IAT.2010.76
M3 - RGC 32 - Refereed conference paper (with host publication)
SN - 9780769541914
VL - 1
SP - 264
EP - 271
BT - Proceedings - 2010 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2010
T2 - 2010 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2010
Y2 - 31 August 2010 through 3 September 2010
ER -