基于计算语言统计分析的文学风格研究

Yonghua Chen, Jia Chen
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引用次数: 0

摘要

本文采用计算语言统计的方法对茅盾文学奖三位陕西籍作家陆遥、陈忠实、贾平凹的小说进行分析,从段落、句子长度、词汇等方面发现不同作者之间的写作风格差异,利用LDA主题模型从作品中提取主题词,并对作品中关注的主题进行分析比较。对不同作者在写作习惯、内容选择、用词等方面的异同进行了一系列重要的研究。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Research on Literary Style Based on Statistical Analysis of Computational Language
This paper uses computational linguistic statistics to analyze the novels of three Shaanxi-born authors of the Mao Dun Literature Prize, Lu Yao, Chen Zhongshi, and Jia Pingwa, to discover the differences in writing styles between the different authors from the perspectives of paragraph, sentence length, and vocabulary, to extract theme words from the works using the LDA topic model, and to analyze and compare the themes of concern among the works. A series of important research results were obtained on the differences or similarities between different authors in writing habits, content selection and word usage.
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