Deep Stacked Ensemble Recommender
Proceedings of the 31st International Conference on Scientific and Statistical Database Management(2019)
摘要
Collaborative filtering techniques remain a staple in recommender systems research and applications. With the plethora of research done in recommender systems, some more recent works applied deep learning with great success. We stack a deep neural network recommender onto a shallow one for item recommendations in this work. Our experiments with popular datasets indicate that the proposed technique outperforms other state-of-the art techniques and baselines in key performance metrics.
更多查看译文
关键词
Deep neural networks, personalization, ranking, recommendations
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络