Topic-Enhanced Memory Networks for Personalised Point-of-Interest Recommendation

19 May 2019 Xiao Zhou Cecilia Mascolo Zhongxiang Zhao

Point-of-Interest (POI) recommender systems play a vital role in people's lives by recommending unexplored POIs to users and have drawn extensive attention from both academia and industry. Despite their value, however, they still suffer from the challenges of capturing complicated user preferences and fine-grained user-POI relationship for spatio-temporal sensitive POI recommendation... (read more)

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METHOD TYPE
Memory Network
Working Memory Models