articleIEEE AccessJan 1, 2019GOLD OA

Sentiment Analysis of Comment Texts Based on BiLSTM

GXGuixian XuYMYueting MengXQXiaoyu QiuZYZiheng YuXWXu Wu

Minzu University of China · Shandong University of Traditional Chinese Medicine

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Abstract

With the rapid development of Internet technology and social networks, a large number of comment texts are generated on the Web. In the era of big data, mining the emotional tendency of comments through artificial intelligence technology is helpful for the timely understanding of network public opinion. The technology of sentiment analysis is a part of artificial intelligence, and its research is very meaningful for obtaining the sentiment trend of the comments. The essence of sentiment analysis is the text classification task, and different words have different contributions to classification. In the current sentiment analysis studies, distributed word representation is mostly used. However, distributed word…

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5

Topics & keywords

Topics
Keywords
  • Sentiment analysis
  • Computer science
  • Artificial intelligence
  • Word (group theory)
  • Natural language processing
  • Classifier (UML)
  • Representation (politics)
  • The Internet
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