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以聚类算法、LDA主题模型、分类器为基础,完成对Twitter语料的基于地理位置的主题事件挖掘,并对主题事件进行细粒度的情绪分析
This project forked from zhaohuang123/sentiment-analysis
以聚类算法、LDA主题模型、分类器为基础,完成对Twitter语料的基于地理位置的主题事件挖掘,并对主题事件进行细粒度的情绪分析
EmotionSystemUI 该目录下是本次系统demo的所有程序文件,Data压缩包为数据文件,MainWin.ui为系统界面,main.py为主程序。环境为python 3.6 Classifier 该目录下是本次多分类器模型训练的源文件,classifier.py为分类器训练,Inference.py为分类器应用模块,preprocess.py为预处理源文件,PreProcessCorpus.csv为预处理好后的标签数据。环境为python 3.6 SingleModule 该目录下是以python2.7环境为基础,完成的数据分类提取、K-Means聚类、LDA主题检测单独模块,由文件名可知程序具体功能。该目录下部分文件在EmotionSystemUI目录中已转化为python 3.6形式
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