基于图书借阅网络的各类书籍关系研究  

The Relationships Among Books Based on the Book-borrowing Network

作　　者：陈晓威[1] 孙建军[1] 

机构地区：[1]南京大学信息管理学院

出　　处：《图书情报工作》2017年第11期21-28,共8页Library and Information Service

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

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。[Purpose/significance] Mining library book-borrowing data and analyzing relationships among books of different subjects from the perspectives of the network attributes, the importance of nodes and community modules will con- tribute to guiding book resources management, library services and subject construction. [Method/process] In order to analyze the book-borrowing data of students, this paper built a co-book network whose nodes were the books of different subjects, based on the theory and methods of the complex network. On this basis, the network attributes and the impor- tance of nodes were analyzed in a weighted network. The books were divided into different communities by Walktrap. [Result/conclusion] This research reveals the inner relationships of books, and also provides some empirical materials for empirical research of a weighted network.

关 键 词：图书馆借阅数据 网络科学 加权网络 书籍关系 

分 类 号：G252.3[文化科学—图书馆学]