Agent-based architecture for context-aware and personalized event recommendation

被引:29
作者
Neves, Ana Regia de M. [1 ]
Carvalho, Alvaro Marcos G. [2 ]
Ralha, Celia G. [2 ]
机构
[1] Univ Brasilia, Fac Technol, Dept Elect Engn, BR-70709900 Brasilia, DF, Brazil
[2] Univ Brasilia, Inst Exact Sci, Dept Comp Sci, BR-70904970 Brasilia, DF, Brazil
关键词
Multiagent system; Ontology; Personalized information; Pervasive university; Spreading activation; UNIVERSITY; SYSTEMS;
D O I
10.1016/j.eswa.2013.07.081
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In order to offer context-aware and personalized information, intelligent processing techniques are necessary. Different initiatives considering many contexts have been proposed, but users preferences need to be learned to offer contextualized and personalized services, products or information. Therefore, this paper proposes an agent-based architecture for context-aware and personalized event recommendation based on ontology and the spreading algorithm. The use of ontology allows to define the domain knowledge model, while the spreading activation algorithm learns user patterns by discovering user interests. The proposed agent-based architecture was validated with the modeling and implementation of eAgora? application, which was illustrated at the pervasive university context. (C) 2013 Elsevier Ltd. All rights reserved.
引用
收藏
页码:563 / 573
页数:11
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