Please enable JavaScript.
Coggle requires JavaScript to display documents.
Recommendation System - Coggle Diagram
Recommendation System
Traditional Approach
Traditional
Collaborative Filtering
Hybrid
Content Based Filtering
Modern
NN
Side information
Graph
Challenges
Data Sparsity
Cold Start
New User
Show Popular Item
Ask user to choose few
use sequence item ID
New Item
Special section for new item
content based filter
random
System
Multi-Armed Bandits to bootstrap
transfer learning
Problem yang mau disolve