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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Alim Jaizul Wahid

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Open access Jul 2026

Analyzing Public Opinion on International Conflict Through YouTube Comments Using NLP Techniques

Examination of public opinion formation and polarization surrounding international armed conflicts by analyzing a corpus of 2.4 million YouTube comments harvested from 847 conflict-related video uploads spanning the 2022–2024 period reveals that sentiment volatility spikes within 72 hours of breaking news cycles, befor...

Acep Muchtarom, Alim Jaizul Wahid, N. Halim · 0 citations

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