Deep Learning to Address Candidate Generation and Cold Start Challenges in Recommender Systems: A Research Survey

Understand

Among the machine learning applications to business, recommender systems would take one of the top places when it comes to success and adoption.

• They help the user in accelerating the process of search while helping businesses maximize sales.
• Post phenomenal success in computer vision and speech recognition, deep learning methods are beginning to get applied to recommender systems.
• Current survey papers on deep learning in recommender systems provide a historical overview and taxonomy of recommender systems based on type.