Supported matrix factorization using distributed representations for personalised recommendations on twitter.
Akshi KumarHimanshu AhujaNikhil Kumar SinghDeepak GuptaAshish KhannaJoel J. P. C. RodriguesPublished in: Comput. Electr. Eng. (2018)
Keyphrases
- matrix factorization
- recommender systems
- distributed representations
- collaborative filtering
- user generated content
- user preferences
- real valued
- social media
- low rank
- neural network
- item recommendation
- factorization methods
- cold start
- nonnegative matrix factorization
- implicit feedback
- factor analysis
- social networks
- negative matrix factorization
- data sparsity
- semantic constraints
- latent factor models
- pattern recognition
- recommendation systems
- user profiles
- semantic knowledge
- text mining
- user ratings
- relational databases
- information retrieval