1 code implementation • 26 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.
no code implementations • 22 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.