Implicit Feedback
التغذية الراجعة الضمنية
إشارات تفضيل مُستنتَجة من سلوك المستخدم (نقرات، مشاهدات، مشتريات) بدلاً من تقييمات صريحة. وفيرة لكن مشوّشة: الشراء يدل على اهتمام، لكن عدم الشراء لا يعني بالضرورة عدم الإعجاب.
Preference signals inferred from user behavior (clicks, views, purchases) rather than explicit ratings. Abundant but noisy: a purchase signals interest, but not purchasing doesn't necessarily signal dislike.
Also translated asالإشارات السلوكية الضمنية، التفاعل غير الصريح، الإشارات الضمنية
First appears in this corpus in: Amazon.com Recommendations: Item-to-Item Collaborative Filtering (2003)
Appears in these papers
- BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer2019in the sky ✦
- BPR: Bayesian Personalized Ranking from Implicit Feedback2009in the sky ✦
- BPR: Bayesian Personalized Ranking from Implicit Feedback2009in the sky ✦
- Amazon.com Recommendations: Item-to-Item Collaborative Filtering2003in the sky ✦
- Matrix Factorization Techniques for Recommender Systems2009in the sky ✦
- Matrix Factorization Techniques for Recommender Systems2009in the sky ✦
- Neural Collaborative Filtering2017in the sky ✦
- Neural Collaborative Filtering2017in the sky ✦
- Wide & Deep Learning for Recommender Systems2016in the sky ✦
- Deep Neural Networks for YouTube Recommendations2016in the sky ✦
- Deep Neural Networks for YouTube Recommendations2016in the sky ✦