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This paper proposed CatLinks, a category clustering algorithm based on multi-class regression. In recommender systems for e-commerce web sites, users' experience of recommendations highly relies on the diversity of purchase suggestions. Taking inexpensive training data as products' literal information and their categories, CatLinks extracts latent features of categories and construct presentation...
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