2023
DOI: 10.4018/ijitsa.318141
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Microblog Emotion Analysis Using Improved DBN Under Spark Platform

Abstract: In order to solve the problems that traditional single-machine methods find it difficult to complete the task of emotion classification quickly, and the time efficiency and scalability are not high; a microblog emotion analysis method using improved deep belief network (DBN) under Spark platform is proposed. First, the Hadoop distributed file system is used to realize the distributed storage of text data, and the preprocessed data and emotion dictionary are converted into word vector representation based on th… Show more

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