Unbiasing Review Ratings with Tendency Based Collaborative Filtering.
Pranshi YadavPriya YadavPegah NokhizVivek GuptaPublished in: AACL/IJCNLP (Student Research Workshop) (2020)
Keyphrases
- collaborative filtering
- rating prediction
- matrix factorization
- recommender systems
- user ratings
- data sparsity
- collaborative filtering algorithms
- personalized recommendation
- cold start problem
- recommendation systems
- latent factor models
- transfer learning
- netflix prize
- pearson correlation coefficient
- maximum margin matrix factorization
- user profiles
- information filtering
- data sets
- collaborative filtering recommendation algorithm
- content based filtering
- online reviews
- cold start
- user interests
- implicit feedback
- user preferences
- case study
- social networks
- neighbor selection
- item recommendation
- making recommendations
- learning algorithm
- neural network
- item based collaborative filtering
- probabilistic matrix factorization