| 个性化推荐技术在图书馆服务中的应用 |
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| 引用本文： | 聂珍,王华秋,周建.个性化推荐技术在图书馆服务中的应用[J].现代情报,2013,33(9):95. |
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| 作者姓名： | 聂珍 王华秋 周建 |
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| 作者单位： | 1. 重庆理工大学图书馆, 重庆400054;2. 重庆理工大学计算机学院, 重庆400054 |
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| 基金项目： | 教育部人文社会科学研究青年基金项目 |
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| 摘 要： | 本文分析了图书馆服务中个性化推荐提出的背景、研究意义和图书馆发展的状况,阐述了图书馆个性化系统设计思想、框架结构和各功能模块的任务。详细介绍了系统的实现,以某图书馆数据为例,进行聚类分析,获得各簇的借阅模式,结合读者信息,通过图书喜好度计算,完成了图书推荐的目标,并提供了可参考的建议。这一推荐服务系统的提出,提高了图书馆的使用率,提升了图书馆的服务水平,是网络时代图书馆发展的新道路。
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| 关 键 词： | 个性化推荐 图书馆服务 系统设计 |
Application of Personalized Recommendation Technology in Library Service |
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| Authors: | Nie Zhen Wang Huaqiu Zhou Jian |
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| Institution: | 1. Library, Chongqing University of Technology, Chongqing 400054, China;2. School of Computer Science, Chongqing University of Technology, Chongqing 400054, China |
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| Abstract: | The background,research significance and development of personalized recommendation on library were introduced in the paper.Then the design thinking and system framework of the personalized library was described.The target and task of each function module was analyzed and implementation process is introduced in details.Some example dataset from a certain library were used to cluster reader behavior and get borrowing pattern of each cluster to evaluate the recommendation system cluster.Next,the preference degree of books was calculated according to reader behavior info.Finally,the target of books recommended was completed and the reference suggestion was advised for the development of library.The proposed recommendation service system was a novel way to develop library service in the network era.The ratio of library and service level would be promoted by this proposed service. |
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