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
- Slides: here
- Supplementary Materials
- Yong Zheng, David (Xuejun) Wang. "Multi-Objective Recommendations: A Tutorial". CoRR abs/2108.06367. Aug, 2021
- Yong Zheng, David (Xuejun) Wang. "A Survey of Recommender Systems with Multi-Objective Optimization", Neurocomputing, Elsevier, 2022
- Demo: an example of using open-source MOEA framework on multi-stakeholder recommender systems