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Tutorial on Multi-Objective Recommender Systems @ KDD 2021

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Tutorial on Multi-Objective Recommendations

Schedule @ ACM SIGKDD Conference 2021

Schedule: Aug. 14, 2021 9:00 AM - 12:00 PM (Singapore Time)

Website: https://moorecsys.github.io/

Part 1: Multi-Objective Optimization (MOO) by Dr. David (Xuejun) Wang

Schedule: 09:00 - 10:10 with QA: 10:10 - 10:20 (Singapore Time)

  • Background and History
  • Multi Objective Optimization (MOO)
  • MOO Solutions
  • Selection of the best solution in Pareto set
  • MOO libraries
  • Summary & QA

Break: 10:20 - 10:30 (Singapore Time)

Part 2: Recommender Systems with MOO by Dr. Yong Zheng

Schedule: 10:30 - 11:50 with QA: 11:50 - 12:00 (Singapore Time)

  • Intro to RecSys
  • Why MOO in RecSys
  • RecSys with MOO: Case Studies
  • Summary, Guideline, Challenges & QA

Tutorial Materials