DKN: Deep Knowledge-Aware Network for News Recommendation簡析
DKN: Deep Knowledge-Aware Network for News Recommendation 介紹 現存的關於新聞的推薦都沒有完全利用知識層面的聯繫，因此作者提出DKN，利用KCNN融合語義與知識層面的新聞表示向量，同時利用attention將用戶點擊歷史與候選新聞計算。 知識儲備 知識圖嵌入 文章首先介紹了TransE，TransH，TransR，TransD等表示學習方法
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- 1. DKN: Deep Knowledge-Aware Network for News Recommendation簡析
- 2. 2018_WWW_DKN- Deep Knowledge-Aware Network for News Recommendation
- 3. 推薦系統論文：DKN Deep Knowledge-Aware Network for News Recommendation
- 4. DKN: Deep Knowledge-Aware Network for News Recommendation閱讀筆記
- 5. 《DKN: Deep Knowledge-Aware Network for News Recommendation》知識圖譜與推薦系統結合之DKN
- 6. 推薦系統論文閱讀：User Profiling based Deep Neural Network for Temporal News Recommendation
- 7. 論文閱讀：DRN: A Deep Reinforcement Learning Framework for News Recommendation
- 8. DRN: A Deep Reinforcement Learning Framework for News Recommendation理解
- 9. Deep Learning Recommendation Model for Personalization and Recommendation Systems
- 10. 推薦系統遇上深度學習(十四)--《DRN:A Deep Reinforcement Learning Framework for News Recommendation》...
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相關文章
- 1. DKN: Deep Knowledge-Aware Network for News Recommendation簡析
- 2. 2018_WWW_DKN- Deep Knowledge-Aware Network for News Recommendation
- 3. 推薦系統論文：DKN Deep Knowledge-Aware Network for News Recommendation
- 4. DKN: Deep Knowledge-Aware Network for News Recommendation閱讀筆記
- 5. 《DKN: Deep Knowledge-Aware Network for News Recommendation》知識圖譜與推薦系統結合之DKN
- 6. 推薦系統論文閱讀：User Profiling based Deep Neural Network for Temporal News Recommendation
- 7. 論文閱讀：DRN: A Deep Reinforcement Learning Framework for News Recommendation
- 8. DRN: A Deep Reinforcement Learning Framework for News Recommendation理解
- 9. Deep Learning Recommendation Model for Personalization and Recommendation Systems
- 10. 推薦系統遇上深度學習(十四)--《DRN:A Deep Reinforcement Learning Framework for News Recommendation》...