基于图书借阅网络的各类书籍关系研究

发布时间：2018-03-04 05:00

  本文选题：图书馆借阅数据　切入点：网络科学　出处：《图书情报工作》2017年11期 　论文类型：期刊论文

【摘要】：[目的/意义]挖掘图书馆借阅数据,从网络属性、节点重要性和社团模块来研究各学科书籍之间的关系,有助于指导图书资源管理、读者服务和学科建设工作。[方法/过程]基于复杂网络的理论和方法对图书馆学生借阅数据进行分析,以各类目书籍为节点,构建图书共现网络。在此基础上,对加权网络的网络属性和节点重要性进行探讨,并通过随机游走算法划分书籍社团。[结果/结论]研究揭示了书籍及学科间的内在联系,同时,也为加权网络的实证研究提供一定的经验材料。
[Abstract]:[objective / significance] Mining library borrowing data to study the relationship between books in various disciplines from network attributes, node importance and community modules, is helpful to guide the management of library resources. Based on the theory and method of complex network, this paper analyzes the data of library students' borrowing, and constructs a network of book co-occurrence based on various kinds of books. This paper discusses the network attribute and node importance of weighted network, and divides the book community by random walk algorithm. [results / conclusions] the study reveals the internal relationship between books and subjects, and at the same time, It also provides some empirical materials for the empirical research of weighted networks.
【作者单位】： 南京大学信息管理学院;
【基金】：国家社会科学基金重大项目“面向学科领域的网络信息资源深度聚合与服务研究”(项目编号:12&ZD221)研究成果之一
【分类号】：G252.3
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本文编号：1564200