DocumentCode :
662799
Title :
A multi-agent personalized ontology profile based user preference profile construction method
Author :
Qian Gao ; Su Mei Xi ; Young Im Cho
Author_Institution :
Coll. of Inf. Technol., Univ. of Suwon, Suwon, South Korea
fYear :
2013
fDate :
24-26 Oct. 2013
Firstpage :
1
Lastpage :
4
Abstract :
This paper proposes a multi-agent personalized ontology profile based user preference profile construction method to comprehensively track the users´ long-term behaviors and short-term behaviors by comprehensively consider the users´ browsing behavior, pace times, as well as using two kinds of different strategies-“Sliding-Time-Window Update Strategy” and “Time-Based-Forgetting Function Update Strategy”, so as to construct a dynamic user preference profile based on the personalized ontology profile. There are four agents in our entire system, with all agents communicating among each other, and each agent having its own responsibility. The simulation result shows that our proposed method has a better performance than the pure sliding window method and the pure forgetting strategy method.
Keywords :
multi-agent systems; ontologies (artificial intelligence); user interfaces; dynamic user preference profile; multiagent personalized ontology profile; pure forgetting strategy method; pure sliding window method; sliding-time-window update strategy; time-based-forgetting function update strategy; user browsing behavior; user long-term behaviors; user preference profile construction method; user short-term behaviors; Authentication; Computers; Feature extraction; Nickel; Ontologies; Semantics; Xenon; Forgetting Function; Personalized Ontology Profile; Sliding-Time-Window; User Preference Profile;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Robotics (ISR), 2013 44th International Symposium on
Conference_Location :
Seoul
Type :
conf
DOI :
10.1109/ISR.2013.6695695
Filename :
6695695
Link To Document :
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