Context-aware recommendation using pattern discovery in ubiquitous computing

被引:0
作者
Kwon, J
Kim, S
机构
[1] Kyonggi Univ, Dept Comp Sci, Suwon, South Korea
[2] Seoul Coll, Dept Internet Informat, Seoul, South Korea
来源
ON THE CONVERGENCE OF BIO-INFORMATION-, ENVIRONMENTAL-, ENERGY-, SPACE- AND NANO-TECHNOLOGIES, PTS 1 AND 2 | 2005年 / 277-279卷
关键词
ubiquitous computing; context-aware; recommendation; data mining;
D O I
10.4028/www.scientific.net/KEM.277-279.278
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Ubiquitous computing requires an intelligent environment and context-aware recommendations. This paper describes context-aware recommendations using pattern discovery in ubiquitous computing. The proposed method recommends information that may be useful without requiring any action on the part of the user by changing the user's context. To recommend information, we discovered interesting patterns between past experiences and the current context. We explained the process, the algorithms and gave an example. Several experiments were performed and the results showed that our method has a good recommendation performance.
引用
收藏
页码:278 / 286
页数:9
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