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Atsuhiro Takasu

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RaMen

Multi-Strategy Multi-Modal Learning for Bundle Construction

Existing studies on bundle construction have relied merely on user feedback via bipartite graphs or enhanced item representations using semantic information. These approaches fail to capture elaborate relations hidden in real-world bundle structures, resulting in suboptimal bundl ...
Bundle recommender systems merely learn from existing bundles, but obtaining large-scale, high-quality bundle datasets remains a challenge, especially for platforms newly adopting bundle services. Bundle construction is the task of automatically selecting a set of compatible item ...