Sumários
Sistemas de Recomendação - Parte 2
17 dezembro 2014, 11:00 • Bruno Emanuel Da Graça Martins
- Content-based filtering
- Rochio's algorithm
- Knowledge-based recommendation systems
- Hybrid and context-based recommendation systems
- The monolythic, parallel and cascade approaches
- Context-based recommendation and factorization machines
- Other issues
- Generating explanations
- Evaluating recommendation systems
Sistemas de recomendação - Parte 1
17 dezembro 2014, 09:30 • Bruno Emanuel Da Graça Martins
- Recommendation systems
- Typical approaches for building recommendation systems
- Collaborative filtering
- Memory-based user-to-user collaborative filtering
- Item-to-item collaborative filtering
- Model-based collaborative filtering
Part 2
- Content-based filtering
- Rochio's algorithm
- Knowledge-based recommendation systems
- Hybrid and context-based recommendation systems
- The monolythic, parallel and cascade approaches
- Context-based recommendation and factorization machines
- Other issues
- Generating explanations
- Evaluating recommendation systems