Modeling evolving user interests and engagement on short video sharing platforms: An attention-based deep generative approach

Key Points

• User engagement is influenced by evolving interests, highlighting the dynamic nature of user behavior.
• Attention-based deep generative models provide insights into how users interact with short video content.
• Analysis focuses on short video sharing platforms, a popular medium for user-generated content.
• Results suggest that understanding user interests can enhance personalization strategies in digital content delivery.