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August 17, 2025International Journal of High Speed Electronics and Systems

Research on a Diffusion Model-Driven Framework for New Media Animation Content Generation and Communication Optimization Based on Multimodal User Behavior Data and Attention Mechanism for Artistic Style Transfer Algorithms

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Authors

XZXiaohang ZhangQYQinwen You

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Overview

This framework enhances animation content generation and interactivity using multimodal user behavior and diffusion models.

Key Points

  • The framework significantly enhances animation quality and context awareness, leading to higher user engagement.
  • Experiments show improvements in animation interactivity and artistically expressive content through intelligent generation methods.
  • Dynamic Semantic Animation Engine supports creative variation and hierarchical modulation for richer animations.
  • Contextual Animation Adaptation Mechanism enables real-time content adaptation to user behavior changes.

Cite This Study

Zhang et al. (2025) studied this question.

synapsesocial.com/papers/68a36a560a429f797332f2fahttps://doi.org/10.1142/s0129156425408666
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