Computational Content Analyst

Preface 1. Unveiling Content Analysis in the Contemporary Media Ecosystem 2. Designing a Computational Content Analysis: An Illustration from "Civic Engagement, Social Capital, and Ideological Extremity" 3. Basic Information Retrieval for Content Analysis 4. Supervised Machine Learning with BERT for Content Analysis 5. Text Classification of News Media Content Categories Using Deep Learning 6. Leveraging Generative AI for Content Analysis 7. Unveiling the Veiled: Topic Modeling as a Lens for Discovery 8. Extending Deep Learning to Image Content Analysis Appendix A: Codebook and Conceptual Definitions Appendix B: Deletion Themes

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• Estudos de comunicação
• Aprendizagem mecânica
• Estudos de meios de comunicação
• Métodos de pesquisa: geral
• História: eventos específicos e tópicos

communication studies;computational social science;mass communication;big data;machine learning;artificial intelligence;large language models