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
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)。 ()