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元搜索引擎的个性化
引用本文:李晓红,冯志勇,张亮.元搜索引擎的个性化[J].天津大学学报(自然科学与工程技术版),2008,41(5):616-620.
作者姓名:李晓红  冯志勇  张亮
作者单位:天津大学计算机科学与技术学院,天津300072
基金项目:天津市科技发展基金 , 天津市应用基础研究项目
摘    要:提出一种通过产生用户动态偏好来达到个性化搜索的方法.利用RDF的语义表达能力存储和优化基于访问记录的用户偏好,并采用聚类方法划分用户群,实现对用户偏好的有效管理。给出了元搜索引擎选择算法和搜索结果排序算法,实现了一个个性化的元搜索引擎,实验表明,该搜索引擎提高了查询准确率和使用效率,并能够根据用户及其所在群的历史偏好信息重新组织搜索结果.

关 键 词:动态偏好  资源描述框架  聚类  用户群  元搜索引擎

Personalization of Meta-Search Engine
LI Xiao-hong,FENG Zhi-yong,ZHANG Liang.Personalization of Meta-Search Engine[J].Journal of Tianjin University(Science and Technology),2008,41(5):616-620.
Authors:LI Xiao-hong  FENG Zhi-yong  ZHANG Liang
Institution:( School of Computer Science and Technology, Tianjin University, Tianjin 300072, China )
Abstract:A method to generate dynamic user profiles for personalization in web resource search was described. Access record based user profiles were stored by the RDF to take the advantage of semantic express ability for user profiles optimizing, and users were clustered to several user community to effectively manage user profiles.Algorithms for meta-search engine selecting and search results sorting were provided for personalized meta-search engine implementation.Test results show that this search engine can not only promote searching efficiency and precise ratio, but also reorganize searching results according to user's community profiles.
Keywords:
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