A Comparative Study of Outfit Recommendation Methods with a Focus on Attention-based Fusion
Information Processing & Management(2020)
摘要
•Outfit recommender systems based on multimodal item representations work best.•Outfit recommendation needs effective fusion of shared and complementary features.•Unimodal attention mechanisms can focus on fine-grained and complementary features.•Deep learning based recommender system for outfit recommendation.
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关键词
Outfit recommendation,Outfit recommender system,Fashion e-commerce,Semantic item representation,Attention,Attention-based fusion
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