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Sentiment analysis measure of topic mapping in LDA-LSTM combination model

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Published under licence by IOP Publishing Ltd
, , Citation Yi-hang Lv et al 2021 IOP Conf. Ser.: Earth Environ. Sci. 702 012015 DOI 10.1088/1755-1315/702/1/012015

1755-1315/702/1/012015

Abstract

New energy market competition incentive, how to improve the product accurately, so as to attract consumers, will become the key point for enterprises to occupy the market. From the perspective of improving products, this paper constructs a review information dimension mapping theme emotion analysis model. Firstly, LDA model is used to extract the topic of comment information. Secondly, topic mapping is carried out on the comment information to get the correlation degree between each comment information and each dimension topic. Finally, the LSTM model is constructed for sentiment analysis, and the emotional intensity of consumers in each dimension theme is measured.

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