在线社交网络构建和结构挖掘系统
|
摘要
本系统基于复杂网络理论及方法,利用Python高级程序设计语言、Page Rank算法、Hits算法对在线社交网络的构建、结构进行了研究。系统主要实现的功能有三方面,即构建在线社交网络、分析在线社交网络的结构特性、挖掘在线社交网络的社团结构和网络核心人物。
Based on the theory and method of complex network, the system studies the construction and structure of online social network by using Python advanced programming language, Page Rank algorithm and hits algorithm. The main functions of the system include three aspects: constructing an online social network, analyzing the structural characteristics of an online social network, and exploring the community structure of an online social network and the core figures of the network.
Based on the theory and method of complex network, the system studies the construction and structure of online social network by using Python advanced programming language, Page Rank algorithm and hits algorithm. The main functions of the system include three aspects: constructing an online social network, analyzing the structural characteristics of an online social network, and exploring the community structure of an online social network and the core figures of the network.
引文
[1]Haythornthwaite C.Social network analysis:An approach and technique for the study of information exchange[J].Library&Information Science Research,1996,18(4):323-342.
[2]尤志强.在线社交网络的结构分析、建模及预测[D].杭州:杭州师范大学,2015.
[3]Fang,Shasha,Zhou.A survey of social network and information dissemination analysis[J].Science Bulletin,2014,59(32):4163-4172.
[4]Maryann M.Durland,Kimberly A.Fredericks.An introduction to social network analysis[J].New Directions for Evaluation,2010,2005(107):5-13.
[5]作者不详.Networkx参考手册[EB/OL].(2017-03-06)[2018-08-07].https://blog.csdn.net/qingqingpiaoguo/article/details/60570894.
[6]作者不详.浅谈Python Django框架.(2018-05-30)[2018-08-07].https://www.cnblogs.com/lxwphp/p/9109103.html.
[7]Wesley Chun.Python核心编程[M].第三版.孙波翔,李斌,李晗译,等.北京:人民邮电出版社,2017.
[8]吴慧.社交网络节点及其关系的研究[D].大连:大连理工大学,2015.
[9]高琴.HITS算法探究[J].网络空间安全,2012,3(2):24-25.
[2]尤志强.在线社交网络的结构分析、建模及预测[D].杭州:杭州师范大学,2015.
[3]Fang,Shasha,Zhou.A survey of social network and information dissemination analysis[J].Science Bulletin,2014,59(32):4163-4172.
[4]Maryann M.Durland,Kimberly A.Fredericks.An introduction to social network analysis[J].New Directions for Evaluation,2010,2005(107):5-13.
[5]作者不详.Networkx参考手册[EB/OL].(2017-03-06)[2018-08-07].https://blog.csdn.net/qingqingpiaoguo/article/details/60570894.
[6]作者不详.浅谈Python Django框架.(2018-05-30)[2018-08-07].https://www.cnblogs.com/lxwphp/p/9109103.html.
[7]Wesley Chun.Python核心编程[M].第三版.孙波翔,李斌,李晗译,等.北京:人民邮电出版社,2017.
[8]吴慧.社交网络节点及其关系的研究[D].大连:大连理工大学,2015.
[9]高琴.HITS算法探究[J].网络空间安全,2012,3(2):24-25.