| 基于LSTM的电影评论情感分析研究 |
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| 引用本文： | 梁一鸣,申莹,赵永翼.基于LSTM的电影评论情感分析研究[J].数字通信世界,2021(2). |
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| 作者姓名： | 梁一鸣 申莹 赵永翼 |
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| 作者单位： | 沈阳师范大学软件学院;沈阳市艺术幼儿师范学校 |
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| 摘 要： | 近些年,信息以及新媒体的发展是十分快速的,情感性的评论能极大地反映出网络用户的各自意见,对其搜集进行情感分析可以获得大量有价值的信息,例如从观影者对某部电影的评论上面进行情感分析。基于Word2vec技术与LSTM相结合对电影评论文本进行情感分析,实验结果表明,LSTM在情感分析上有较高的准确率。
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| 关 键 词： | 情感分析 电影评论 LSTM |
Research on Emotion Analysis of Film Reviews Based on LSTM |
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| LIANG Yiming,SHEN Ying,ZHAO Yongyi.Research on Emotion Analysis of Film Reviews Based on LSTM[J].Digital Communication World,2021(2). |
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| Authors: | LIANG Yiming SHEN Ying ZHAO Yongyi |
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| Institution: | (Shenyang Normal University,Science and Information Software College,Shenyang 110034,China;Shenyang Art Infant Normal School,Shenyang 110000,China) |
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| Abstract: | In recent years,the development of information and new media is very fast.Emotional comments can greatly reflect the opinions of network users.Emotional analysis can obtain a lot of valuable information.Emotional analysis is applied to the audience's comments on a film.Based on word2vec algorithm and LSTM,this paper analyzes the movie review text.The experimental results show that LSTM has high accuracy in emotion analysis. |
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| Keywords: | emotion analysis film review LSTM |
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