Personalized design aesthetic preference modeling: a variational autoencoder and meta-learning approach for multi-modal feature representation and transfer optimization
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DOI: 10.1038/s41598-025-26269-6
Abstract: This research presents a comprehensive framework for personalized design aesthetic preference modeling that integrates variational autoencoders (VAE) with meta-learning approaches to address the limitations of traditional design evaluation methodologies. The proposed system combines multi-modal feature… read more here.
Keywords: personalized design; aesthetic preference; design aesthetic; meta learning ... See more keywords
Design as aesthetic education: On the politics and aesthetics of learning environments
Sign Up to like & getrecommendations! Published in 2020 at "History of the Human Sciences"
DOI: 10.1177/0952695119882883
Abstract: The article, speaking from the double perspective of media history and political aesthetics, discusses the impact of behaviourism and early computer technology on the design of learning environments in the United States after the Second… read more here.
Keywords: learning environments; design aesthetic; education; education politics ... See more keywords