Coword and Cluster Analysis for the Romance of the Three Kingdoms
Author(s) -
Chao Fan,
Yu Li
Publication year - 2021
Publication title -
wireless communications and mobile computing
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.42
H-Index - 64
eISSN - 1530-8677
pISSN - 1530-8669
DOI - 10.1155/2021/5553635
Subject(s) - betweenness centrality , computer science , cluster analysis , cluster (spacecraft) , kingdom , enhanced data rates for gsm evolution , data mining , social network analysis , clustering coefficient , artificial intelligence , world wide web , statistics , centrality , social media , mathematics , computer network , paleontology , biology
The Romance of the Three Kingdoms (RTK) is a classical Chinese historical novel by Luo Guanzhong. This paper establishes a research framework of analyzing the novel by utilizing coword and cluster analysis technology. At the beginning, we segment the full text of the novel, extracting the names of historical figures in the RTK novel. Based on the coword analysis, a social network of historical figures is constructed. We calculate several network features and enforce the cluster analysis. In addition, a modified clustering method using edge betweenness is proposed to improve the effect of clustering. Finally, both quantified and visualized results are displayed to confirm our approach.
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