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Interest Clock: Time Perception in Real-Time Streaming Recommendation System
Time modeling aims to enable recommendation systems to perceive time changes to capture users' dynamic preferences over time, which is an important and challenging problem in recommendation systems.
Trinity: Syncretizing Multi-/Long-tail/Long-term Interests All in One
Interest modeling in recommender system has been a constant topic for improving user experience, and typical interest modeling tasks (e. g. multi-interest, long-tail interest and long-term interest) have been investigated in many existing works.
Context-aware Ensemble of Multifaceted Factorization Models for Recommendation Prediction in Social Networks
This paper describes the solution of Shanda Innovations team to Task 1 of KDD-Cup 2012.
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