Recommendation Systems (cont.)

6 dezembro 2019, 12:30 • Bruno Emanuel Da Graça Martins

• Collaborative Filtering
  
• Mitigating the Cold Start Problem
• Collaborative Filtering with SVD
• Content-Based Filtering
• Methods Based on Nearest Neighbors
• Rocchio’s Method
• Other Methods (e.g., Classifiers)
• Knowledge-based Recommendation
• Hybrid Strategies
• Monolithic Exploiting Different Features 
• Parallel Use of Several Systems
• Pipelined/Cascaded Invocation of Different Systems
• Other Topics (e.g., Explanations, Evaluation, etc.)