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Personalized Search System Based on User Profile

机译:基于用户档案的个性化搜索系统

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With the development of Web technologies and the improvement of information technology standards, Internet has entered an age of information explosion. However, extraneous information is displayed on the top of the search results and the user interest in the search results in a text match without or seldom taking into account the search intents of the users. For most of the search engines, they either cannot become aware of the user interest properly or cannot find the information which users need efficiently. In our study, we solve these problems. We store users' search history in the user profile, and relocate the results of search history by the particular subject. The proposed method can provide a personalized search service that imparts higher priority to the user documentation saw, which is positioned at the top of the search results. On the basis of the proposed method, we developed a system with which the corresponding experiment has been performed to verify our proposed method. The experiment result shows the validity of our proposed method and the importance of personalized search.
机译:随着Web技术的发展和信息技术标准的提高,Internet进入了信息爆炸的时代。但是,无关的信息会显示在搜索结果的顶部,并且用户对搜索结果的兴趣会导致文本匹配,而无需考虑或很少考虑用户的搜索意图。对于大多数搜索引擎而言,它们要么无法正确意识到用户的兴趣,要么无法有效地找到用户所需的信息。在我们的研究中,我们解决了这些问题。我们将用户的搜索历史记录存储在用户个人资料中,并按特定主题重新定位搜索历史记录的结果。所提出的方法可以提供个性化的搜索服务,该个性化的搜索服务赋予位于搜索结果顶部的用户文档锯更高的优先级。在提出的方法的基础上,我们开发了一个系统,通过该系统进行了相应的实验以验证我们提出的方法。实验结果表明了该方法的有效性和个性化搜索的重要性。

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