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基于Renyi熵的文本情感分析

张冠东 姜荣

微型电脑应用2023,Vol.39Issue(12):16-18,3.
微型电脑应用2023,Vol.39Issue(12):16-18,3.

基于Renyi熵的文本情感分析

Text Sentiment Analysis Based on Renyi Entropy

张冠东 1姜荣1

作者信息

  • 1. 上海第二工业大学,数理与统计学院,上海 201209
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摘要

Abstract

In order to understand the positive or negative meaning of the whole statement through the keywords of the text statement,an improved Renyi entropy is proposed to classify texts by analyzing the positive or negative meaning of several pos-sible characteristics of a certain word.This method makes the recognition of positive or negative text close to the way of human thinking.Compared to several other existing models,the accuracy and precision of the improved Renyi entropy have been im-proved in positive or negative text classification.Meanwhile,this method also provides a new idea for the research of text senti-ment analysis.

关键词

Renyi熵/文本分类/情感分析/词类型

Key words

Renyi entropy/text classification/sentiment analysis/characteristics of a word

分类

信息技术与安全科学

引用本文复制引用

张冠东,姜荣..基于Renyi熵的文本情感分析[J].微型电脑应用,2023,39(12):16-18,3.

基金项目

教育部人文社会科学研究青年基金项目(22YJC910005) (22YJC910005)

微型电脑应用

OACSTPCD

1007-757X

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