Recommender Systems Role In Deep Learning - A Survey
D. Raghava · i-manager s Journal on Computer Science · 2021
Recommender systems have gained its importance because of the availability of enormous online information by the development of internet, online marketing and media outlets. In current time, deep learning has gained appreciable attention in many researches such as natural language processing, artificial intelligence due to high performance and great learning feature representations. The effect of deep learning is also persistent, lately showing its usefulness when put to retrieval of information and recommenders work which eventually have resulted in the flourish of deep learning approaches in recommender system. Hybrid approaches for designing recommender models have been gaining popularity in recent years. This paper aims in giving a comprehensive insight of recent research works on recommender systems.