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This research aims to develop a multimedia intelligent teaching method integrating AI for art and design education.

May 31, 2026Data IntelligenceOpen Access

Design and Application of Multimedia Intelligent Teaching Methods for New Media Art Design Major in the AI Era

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Randomized trial demonstrates improved creativity and technical skills in art design education, suggesting a practical approach for innovation.

This research aims to develop a multimedia intelligent teaching method integrating AI for art and design education.
Constructed a Multi-Scale Adaptive Style Fusion Network (MASF-Net) based on StyleGAN2.
Implemented a Content-Style Adaptive Weighting Module (CSAW) and personalized interpolation strategies.
Conducted an 8-week teaching practice comparing test and control groups.
Achieved a peak signal-to-noise ratio (PSNR) of 24.8 dB and structural similarity index (SSIM) of 0.85.
Test group saw significant improvements in creativity realization (82.5 points) and technical expression ability (81.3 points) compared to the control group.
Users reported high satisfaction with a score of 4.3 out of 5.

Zheng et al. (2026) studied this question.

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Randomized trial demonstrates improved creativity and technical skills in art design education, suggesting a practical approach for innovation.