2023
DOI: 10.3233/faia230888
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A Multi-Dimensional Text Sentiment Analysis Method Based on Joint Network

Tao Cao,
Na Liu,
Shuchen Bai

Abstract: Text sentiment analysis in social media has problems such as irregular structure, short length and sparse features. In this paper, a text sentiment analysis method combining emotional symbols is proposed. Based on the BiGRU and capsule network joint network model, this method fully considers the influence of emotional emoji in the text to be analyzed on the sentiment analysis tendency. Secondly, the BiGRU network was used to extract the long-term dependent features of the text context, and the capsule network … Show more

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