Section outline

  • Διάλεξη 24/05/2023

    Recommendation Systems

    Collaborative Filtering, Finding Similar Users, Rating prediction, User - User , Item - Item

    Hybrid Methods, Combining Global Baseline estimate and Collaborative Filtering

        

         Προτεινόμενη μελέτη: [MMDS] Κεφάλαιο: 9  


    Link Analysis

    Definition of Page Rank, Structure of the Web 

    Power Iteration method, Avoiding Dead Ends, Spider Traps and Taxation Efficient Computation of Page Rank, Efficient Approaches to Page Rank Iteration 

    Διαφάνειες, 1-45

    Προτεινόμενη μελέτη: [MMDS] Κεφάλαιο: 5