Enroll Now








At the 18th ACM Conference on Recommender Systems (RecSys 2024) Bari, Italy.

Program

Monday, October 14, 2024, from 9:00 - 12:30 at the 18th ACM Conference on Recommender Systems (RecSys 2024) Bari, Italy.

For detail about the venue and schedule updates, please check the official Recsy 2024 conference program


Register Now
Part 1

Introduction: Human-Centered RecSys

  • Personalisation: The Big Picture
  • Cyber-Physical-Social Systems (CPSS)
  • Why Human-Centered?
  • HC Recsys pipeline & a Framework for Modelling

    • Part 2 A

    HC RecSys Pipeline: A case-study approach

  • Personalized Visual Art Recommendation (VA RecSys)
  • Problem Formulation
  • Solutions: Computational methods
    • Data Representation learning (Unimodal & Multi-modal)
    • Transfer learning
    • Neural topic modelling
  • Evaluation Techniques & Results
    • Offline Experiments
    • User Studies
    • Online Experiments

    Part 2 B

    HC RecSys Pipeline: A case-study approach

  • Personalized Visual Art & Path Recommen- dation: A multi-stakeholder aware approach
  • Problem Formulation
  • Solutions: Computational methods
    • Mixed-Integer Linear Programming (MILP) Algorithms
  • Evaluation Techniques & Results
    • Offline Experiments
    • User Studies
    • Online Experiments

    Part 2 C

    VA RecSys for Post-Intensive Care Syndrome (PICS) intervention

  • Problem formulation
  • Solutions: Unimodal & multimodal VA Recsys
  • Ensuring safe and sensitive deployment
  • User evaluation & Results
  • Lessons learned

    • Part 3

    Hands-on

  • Practical exercises on the case studies

    • Contact

    Course Instructor

    Dr. Bereket YILMA

    University of Luxembourg, Luxembourg


    Course Instructor

    University of Luxembourg


    Maison du Nombre
    6, Avenue de la Fonte
    L-4364, Esch-sur-Alzette, Luxembourg


    bereket.yilma@uni.lu


    (+352) 466-644-9732

    Copyright © Bereket A. YILMA | All rights reserved