Deep Multifaceted Transformers for Multi-objective Ranking in Large-Scale E-commerce Recommender Systems.
Yulong GuZhuoye DingShuaiqiang WangLixin ZouYiding LiuDawei YinPublished in: CIKM (2020)
Keyphrases
- multi objective
- recommender systems
- implicit feedback
- multi objective optimization
- evolutionary algorithm
- product recommendation
- preference learning
- collaborative filtering
- user feedback
- particle swarm optimization
- optimization algorithm
- small scale
- ranking algorithm
- link analysis
- conflicting objectives
- objective function
- electronic commerce
- genetic algorithm
- multiple objectives
- user profiles
- real world
- bi objective
- web search
- multi objective optimization problems
- business models
- user preferences
- matrix factorization
- learning to rank
- ranking functions
- user modeling
- user behavior
- neural network
- multi objective evolutionary
- recommendation quality
- personalized search
- tag recommendation
- multi criteria
- information overload
- user model
- differential evolution
- website