Adapting Collaborative Filtering to Personalized Audio Production.
Bongjun KimBryan PardoPublished in: HCOMP (2014)
Keyphrases
- collaborative filtering
- personalized recommendation
- context aware recommendation
- user profiles
- recommender systems
- product recommendation
- user specific
- multimedia
- information filtering
- user modeling
- matrix factorization
- e learning
- user preferences
- production system
- visual information
- user interests
- cold start problem
- audio features
- signal processing
- recommendation systems
- audio signals
- production planning
- audio visual
- visual data
- audio video
- probabilistic matrix factorization
- deal with information overload
- data sparsity
- context aware
- video sequences
- production process
- user ratings
- collaborative filtering algorithms
- adaptive learning
- pearson correlation coefficient
- audio stream
- user model