Enhancing Collaborative Filtering-Based Recommender System Using Sentiment Analysis.
Ikram KarabilaNossayba DarrazAnas El-AnsariNabil AlamiMostafa El MallahiPublished in: Future Internet (2023)
Keyphrases
- sentiment analysis
- collaborative filtering
- recommender systems
- opinion mining
- sentiment classification
- matrix factorization
- user preferences
- recommendation quality
- information filtering
- text classification
- user profiles
- cold start problem
- data sparsity
- product recommendation
- information overload
- cold start
- user generated
- sentence level
- implicit feedback
- user item rating
- public opinion
- rating prediction
- sentiment lexicon
- recommendation algorithms
- user interests
- transfer learning
- personalized recommendation
- online dating
- online reviews
- text mining
- recommendation systems
- user ratings
- product reviews
- user model
- product features
- collaborative filtering algorithms
- natural language processing
- expert systems
- data mining