Sumários

Apoio ao projecto

17 Dezembro 2014, 14:30 Bruno Emanuel Da Graça Martins

  • Apoio ao projecto


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


Apoio ao projecto

10 Dezembro 2014, 14:30 Bruno Emanuel Da Graça Martins

  • Apoio ao projecto


Apoio ao projecto

10 Dezembro 2014, 11:00 Bruno Emanuel Da Graça Martins

  • Apoio ao projecto