Search Results for author: Kankanhalli Mohan

Found 2 papers, 1 papers with code

Attentive Long Short-Term Preference Modeling for Personalized Product Search

1 code implementation26 Nov 2018 Guo Yangyang, Cheng Zhiyong, Nie Liqiang, Wang Yinglong, Ma Jun, Kankanhalli Mohan

Our model adopts the neural networks approach to learn and integrate the long- and short-term user preferences with the current query for the personalized product search.

Aspect-Aware Latent Factor Model: Rating Prediction with Ratings and Reviews

no code implementations22 Feb 2018 Cheng Zhiyong, Ding Ying, Zhu Lei, Kankanhalli Mohan

Firstly, we apply a proposed aspect-aware topic model (ATM) on the review text to model user preferences and item features from different aspects, and estimate the aspect importance of a user towards an item.

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