Infusing Latent User-Concerns from User Reviews into Collaborative Filtering.
Ligaj PradhanChengcui ZhangSteven BethardPublished in: IRI (2017)
Keyphrases
- collaborative filtering
- recommender systems
- user ratings
- user preferences
- matrix factorization
- recommendation systems
- web page recommendation
- user profiles
- latent class models
- content based filtering
- making recommendations
- item recommendation
- online dating
- active user
- user requirements
- user interests
- recommendation algorithms
- relevance feedback
- data sparsity
- cold start problem
- recommendation quality
- neural network
- transfer learning
- user similarity
- personalized recommendation
- user interaction
- information filtering
- latent variables
- user experience