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微博语言的复杂网络特征研究

马宏炜 陆蓓 谌志群 黄孝喜 王荣波

计算机工程与应用Issue(19):119-124,193,7.
计算机工程与应用Issue(19):119-124,193,7.DOI:10.3778/j.issn.1002-8331.1309-0425

微博语言的复杂网络特征研究

Research on MicroBlog language characteristics based on complex net-work

马宏炜 1陆蓓 1谌志群 1黄孝喜 1王荣波1

作者信息

  • 1. 杭州电子科技大学 计算机学院 认知与智能计算研究所,杭州 310018
  • 折叠

摘要

Abstract

Based on the large-scale MicroBlog text corpus, three different Microblog word co-occurrence language networks are constructed, and their network characteristics are analyzed by using complex network analysis tools. The main purpose of this paper is to explore the feasibility of applying complex network analysis methods to the MicroBlog text for studying MicroBlog language network’s special characteristics. The experimental results show that the complex network methods are feasible for MicroBlog text. MicroBlog text characteristics are described by the complex network’s parameters, such as degree distribution, clustering coefficient, average shortest path, etc. This research extends the applications of complex network methods into linguistics domain, and provides an effective data mining method on MicroBlog text based on complex network.

关键词

微博/语言特征/语言网络/复杂网络

Key words

MicroBlog/language characteristics/language network/complex network

分类

信息技术与安全科学

引用本文复制引用

马宏炜,陆蓓,谌志群,黄孝喜,王荣波..微博语言的复杂网络特征研究[J].计算机工程与应用,2015,(19):119-124,193,7.

基金项目

国家自然科学基金青年项目(No.61202281,No,61103101);教育部人文社会科学研究青年基金(No.12YJCZH201)。 ()

计算机工程与应用

OA北大核心CSCDCSTPCD

1002-8331

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