Capturing Preferences of New Users in Generative Tasks with Minimal Interactions Collaborative Filtering Using Siamese Networks and Soft Clustering.
Subharag SarkarManfred HuberPublished in: FLAIRS (2023)
Keyphrases
- collaborative filtering
- soft clustering
- making recommendations
- recommender systems
- user preferences
- data sparsity
- recommendation systems
- user profiles
- user ratings
- demographic information
- social networks
- product recommendation
- user interests
- collaborative filtering algorithms
- recommendation algorithms
- databases
- generative model
- multi source
- network structure
- data model
- pairwise
- information retrieval