Collaborative Filtering Similarity Measures: Revisiting.
Hael Al-bashiriMansoor Abdullateef AbdulgabberAwanis M. RomliFadhl HujainahPublished in: ICAIP (2017)
Keyphrases
- collaborative filtering
- similarity measure
- user based collaborative filtering
- recommender systems
- similarity computation
- matrix factorization
- data sparsity
- pearson correlation coefficient
- feature vectors
- mutual information
- user preferences
- similarity search
- recommendation systems
- distance measure
- information filtering
- user interests
- personalized recommendation
- similarity assessment
- semantic similarity
- euclidean distance
- making recommendations
- similarity metrics
- similarity measurement
- neighbor selection
- deal with information overload
- similarity metric
- dissimilarity measure
- similarity function
- pairwise
- cold start
- product recommendation
- edit distance
- latent factor models
- recommendation quality
- transfer learning
- machine learning
- collaborative filtering recommendation
- neural network
- web page recommendation
- probabilistic matrix factorization
- data sets