Combining ratings and item descriptions in recommendation systems using fuzzy fingerprints.
André Luiz da Costa CarvalhoPável CaladoJoão Paulo CarvalhoPublished in: FUZZ-IEEE (2017)
Keyphrases
- recommendation systems
- collaborative filtering recommendation algorithm
- user preferences
- collaborative filtering
- recommendation algorithms
- personalized recommendation
- user similarity
- active user
- recommender systems
- recommendation quality
- user ratings
- long tail
- fuzzy logic
- user modeling
- fuzzy sets
- collaborative filtering recommendation
- pearson correlation coefficient
- search engine
- cold start problem
- user behavior
- tag recommendation
- online stores
- collaborative filtering algorithms
- user feedback
- cold start
- information retrieval
- collaborative recommendation
- social recommendation
- web search
- website
- feature space
- latent factor models
- matrix factorization