Sumários

Recommender Systems

5 dezembro 2019, 17:00 • João Miguel Cordeiro Monteiro

  • Python and pen and paper exercises about recommender systems
  • Support to the Course Project

Distributed IR + Recommendation Systems

5 dezembro 2019, 15:30 • Bruno Emanuel Da Graça Martins

  • Distributed IR
    • Challenges in Distributed IR
    • Federated Search
      • Engineering Issues (e.g., the Search Protocol)
      • Algorithmic Issues (e.g., Rank-Merging Techniques)
    • Retrieval in Peer-to-Peer Networks
  • Recommendation Systems
    • Introduction to Recommendation Systems
    • Collaborative Filtering
      • User-to-User
      • Item-to-Item

Distributed IR + Recommendation Systems

5 dezembro 2019, 15:30 • Bruno Emanuel Da Graça Martins

  • Distributed IR
    • Challenges in Distributed IR
    • Federated Search
      • Engineering Issues (e.g., the Search Protocol)
      • Algorithmic Issues (e.g., Rank-Merging Techniques)
    • Retrieval in Peer-to-Peer Networks
  • Recommendation Systems
    • Introduction to Recommendation Systems
    • Collaborative Filtering
      • User-to-User
      • Item-to-Item

Recommender Systems

5 dezembro 2019, 14:00 • João Miguel Cordeiro Monteiro

  • Python and pen and paper exercises about recommender systems
  • Support to the Course Project

Distributed Information Retrieval

29 novembro 2019, 12:30 • Bruno Emanuel Da Graça Martins

  • Introduction to Distributed IR
  • Data Partitioning 
    • Document Level vs. Term Level Partitioning
    • Partitioning the Data 
    • Partitioning the Index
  • Parallel IR
  • Cluster-based IR
  • Challenges in Distributed IR 
    • Distributed Computing 
    • Indexing
    • Querying