The application of network agenda setting model during the COVID-19 pandemic based on latent dirichlet allocation topic modeling

Based on Network Agenda Setting Model, this study collected 42,516 media reports from Party Media, commercial media, and We Media of China during the COVID-19 pandemic. We trained LDA models for topic clustering through unsupervised machine learning. Questionnaires (N = 470) and social network analy...

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Bibliographic Details
Main Authors: Kai Liu, Xiaoyu Geng, Xiaoyan Liu
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-09-01
Series:Frontiers in Psychology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fpsyg.2022.954576/full