| 基于人工神经网络的个性化检索模型 |
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| 引用本文： | 徐恺英,王硕,张射,常改.基于人工神经网络的个性化检索模型[J].图书情报工作,2011,55(2):59-102. |
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| 作者姓名： | 徐恺英 王硕 张射 常改 |
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| 作者单位： | 1. 吉林大学管理学院;2. 海军大连舰艇学院; |
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| 摘 要： | 针时网络信息检索需求的日益提高,利用人工神经网络算法构建一种个性化智能检索模型,使搜索引擎能为用户提供个性化检索服务,并通过仿真实验验证该模型的可行性和有效性.实验结果表明,该模型可有效提高搜索的准确率.
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| 关 键 词： | 个性化检索 人工神经网络 用户特征 |
| 收稿时间： | 2010-08-06 |
ANN-based Personalized Retrieval Method |
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| Xu Kaiying,Wang Shuo,Zhang She,Chang Gai.ANN-based Personalized Retrieval Method[J].Library and Information Service,2011,55(2):59-102. |
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| Authors: | Xu Kaiying Wang Shuo Zhang She Chang Gai |
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| Institution: | 1. Management School of Jilin University,;2. Dalian College of Naval Ships,; |
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| Abstract: | In this paper,a new method of personalized retrieval based on algorithm of ANN(Artificial Neural Network)is established to meet the growing demand for search.The method which can make search engines more intelligent and more personalized tries to provide the best search results.And the applicability and efficiency of the model are tested in some level.The result showes that it can improve search results effectively. |
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| Keywords: | personalized retrieval artificial neural network user feature |
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