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Sentiment Analysis of Weibo Comments based on LDA Model
2022
Highlights in Science Engineering and Technology
The essence of LDA (Latent Dirichlet Allocation) model is a generative Bayesian probability model that contains three layers of words, topics and corpus (sometimes called document set). Under the LDA algorithm theory, each document represents a probability distribution formed by some topics, and each topic represents a probability distribution formed by many words. Therefore, the model fitting results will present the core keywords and specific probabilities of each topic, and researchers can
doi:10.54097/hset.v24i.3883
fatcat:pqnqbn4eb5eibbjbx6d3zpubkq