Recommender Systems

moc

• The Long Tail
• RES Evaluation
• RES Algorithms
• Precision & Recall
• Collaborative Filtering
  • Content based Filtering
  • Memory Based CF … On the fly calculations / Memory-Intensiv / easy to interpret
  • Model Based CF … model trained offline / can be updated
• Hybrid RS / Ensemble