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A survey of recommender systems based on deep learning
R Mu - Ieee Access, 2018 - ieeexplore.ieee.org
In recent years, deep learning's revolutionary advances in speech recognition, image
analysis, and natural language processing have gained significant attention. Deep learning …
analysis, and natural language processing have gained significant attention. Deep learning …
Stan: Spatio-temporal attention network for next location recommendation
The next location recommendation is at the core of various location-based applications.
Current state-of-the-art models have attempted to solve spatial sparsity with hierarchical …
Current state-of-the-art models have attempted to solve spatial sparsity with hierarchical …
Long short-term enhanced memory for sequential recommendation
Sequential recommendation is a stream of studies on recommender systems, which focuses
on predicting the next item a user interacts with by modeling the dynamic sequence of user …
on predicting the next item a user interacts with by modeling the dynamic sequence of user …
MV-RNN: A multi-view recurrent neural network for sequential recommendation
Sequential recommendation is a fundamental task for network applications, and it usually
suffers from the item cold start problem due to the insufficiency of user feedbacks. There are …
suffers from the item cold start problem due to the insufficiency of user feedbacks. There are …