Recommender systems work

Core Techniques

Data

  • Unified Data Storage/Caching

Algorithms

  • Embedding Everywhere: Video Cold-start, User Cold-start,PYML
  • Diversity Algorithm

Systems

  • Realtime with 99.99% Reliability
  • Simplifying Architecture and Dependencies
  • User State Service
  • User Content Profiler

Communities

  • Improve Retention Rate
  • Best New User Experience
  • More Social Interactions
  • Control Negative Feedback

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