Beyond Similarity: Relation-Based Collaborative Filtering.
Guannan LiuLiang ZhangJunjie WuPublished in: IEEE Trans. Knowl. Data Eng. (2023)
Keyphrases
- collaborative filtering
- pearson correlation coefficient
- recommender systems
- similarity measure
- similarity computation
- matrix factorization
- structural similarity
- similarity measurement
- user preferences
- music recommendation
- user similarity
- distance measure
- similarity metric
- semantic similarity
- edit distance
- user defined
- data sparsity
- recommendation systems
- similarity metrics
- cold start problem
- product recommendation
- euclidean distance
- distance function
- user profiles
- neighbor selection
- fuzzy similarity
- machine learning