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"Improving the recommendation accuracy of TrustSVD via trustworthy anal" by Ruoxi Sun, Jun Yan et al. - Vimarsana News

"Improving the recommendation accuracy of TrustSVD via trustworthy anal" by Ruoxi Sun, Jun Yan et al.

Recommender systems help Internet users quickly find information they may be interested in from an extremely large amount of resources. Recent studies have shown that incorporating auxiliary social trust relationship information into the recommender system improves the accuracy of recommendations. Most existing research only considers explicit trust relationships, which result in sub-optimal recommendation performance. In this research, we present a trust model which analyses user trustworthiness based on user’s behaviours on the social networks. The proposed trust model increases the densit...

Source: uow.edu.au