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cs.AI2024
A Survey on Deep Neural Networks in Collaborative Filtering Recommendation Systems
Pang Li, Shahrul Azman Mohd Noah, Hafiz Mohd Sarim
This survey provides an examination of the use of Deep Neural Networks (DNN) in Collaborative Filtering (CF) recommendation systems. As the digital world increasingly relies on dat…
cs.AI2024
Convolutional Transformer Neural Collaborative Filtering
Pang Li, Shahrul Azman Mohd Noah, Hafiz Mohd Sarim
In this study, we introduce Convolutional Transformer Neural Collaborative Filtering (CTNCF), a novel approach aimed at enhancing recommendation systems by effectively capturing hi…