Disentangling the Performance Puzzle of Multimodal-aware Recommender Systems.
Daniele MalitestaGiandomenico CornacchiaClaudio PomoTommaso Di NoiaPublished in: EvalRS@KDD (2023)
Keyphrases
- recommender systems
- collaborative filtering
- information overload
- multi modal
- multimodal interaction
- matrix factorization
- recommendation systems
- trust aware
- database
- cold start problem
- user preferences
- user profiles
- information filtering
- neural network
- multimodal data
- personalized recommendation
- user profiling
- cold start
- learning algorithm
- product recommendation
- audio visual
- user modeling
- implicit feedback
- tag recommendation
- data sparsity
- data mining
- user modelling
- personal preferences
- user interests