Numerical Similarity Measures Versus Jaccard for Collaborative Filtering.
Hassan I. AbdallaYasmeen A. AmerLoc NguyenAli A. AmerBasheer Mohamad Al-MaqalehPublished in: AISI (2023)
Keyphrases
- similarity measure
- collaborative filtering
- recommender systems
- similarity computation
- cosine similarity
- similarity metric
- cosine measure
- matrix factorization
- user based collaborative filtering
- mutual information
- sensitivity analysis
- similarity search
- feature vectors
- distance measure
- semantic similarity
- clustering method
- similarity metrics
- similarity assessment
- recommendation systems
- user profiles
- pairwise
- pearson correlation coefficient
- making recommendations
- recommendation quality
- data sparsity
- similarity measurement
- information filtering
- dissimilarity measure
- edit distance
- similarity function
- euclidean distance
- information retrieval
- numerical methods
- similarity scores
- numerical data
- user preferences