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About Deep Learning To Address Candidate Generation and Cold Start Challenges in Recommender Systems: A Research Survey
This document provides a survey of research on using deep learning techniques to address challenges in recommender systems, specifically candidate generation and cold start problems. It begins with introductions to recommender systems and deep learning. It then outlines recommender system challenges and provides a taxonomy of deep learning methods. The document contributes a taxonomy mapping deep learning techniques to how they can address cold start issues and candidate generation in recommender systems. It concludes by summarizing limitations and opportunities for future work.
Detailed Information
| Author: | ['Janardhan Ch'] |
|---|---|
| Publication Year: | 2020 |
| Pages: | 22 |
| Language: | English |
| Format: | |
| Price: | FREE |
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