Integrating User and Item Reviews in Deep Cooperative Neural Networks for Movie Recommendation. (arXiv:2205.06296v5 [cs.IR] UPDATED)

Web: http://arxiv.org/abs/2205.06296

User evaluations include a significant quantity of information across online
platforms. This information source has been neglected by the majority of
existing recommendation systems, despite its potential to ease the sparsity
issue and enhance the quality of suggestions. This work presents a deep model
for concurrently learning item attributes and user behaviour from review text.
Deep Cooperative Neural Network (DeepCoNN) is the suggested model consisting of
two parallel neural networks connected in their final layers. One of the
networks focuses …

arxiv deep networks neural neural networks recommendation