Multimodal Analysis of State-Funded News Coverage of the Israel-Hamas War on YouTube Shorts

1. 1Develop a multimodal pipeline combining automatic transcription, aspect-based sentiment analysis, and semantic scene classification
2. 2Apply the pipeline to short-form videos on YouTube Shorts to analyze coverage of geopolitical events
3. 3Assess the feasibility and accuracy of the pipeline in capturing nuanced representations of complex events

Data scientists and AI engineers on a team can benefit from this research to analyze and understand the representation of geopolitical events in short-form videos, while product managers can apply these insights to improve content moderation and recommendation algorithms

💡 Multimodal analysis can provide a more comprehensive understanding of how geopolitical events are represented in short-form videos

📊 Analyzing YouTube Shorts' coverage of Israel-Hamas war with multimodal pipeline 💻