『 DSSM』A Multi-View Deep Learning Approach for Cross Domain User Modeling in Recommendation Systems
Abstract MULTI-VIEW-DNN聯合了多個域做的豐富特徵，使用multi-view DNN模型構建推薦，包括app、新聞、電影和TV，相比於最好的算法，老用戶提升49%，新用戶提升110%。並且可以輕鬆的涵蓋大量用戶，解決冷啓動問題。 主要做user embedding的過程，通多用戶在多個域的行爲作爲一個ivew，來表徵用戶，參與用戶embedding過程。 Contributio
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相關文章
- 1. 『 論文閱讀』A Multi-View Deep Learning Approach for Cross Domain User Modeling in Recommendation Systems
- 2. Deep Learning Recommendation Model for Personalization and Recommendation Systems
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