Search, retrieval & recommendation· 2001
Item-based Collaborative Filtering Recommendation Algorithms
On the reading lists
- #117 in the Top 500 (2026 edition)
- #5 in Search, retrieval & recommendation (2026 edition)
Why it matters
Formalized scalable item-neighborhood recommendation and established influential similarity-based algorithms.
Condensed from the expert lists' notes.
Data sources
Catalogue data from OpenAlex (CC0), Crossref (CC0 metadata; no abstracts are shown), arXiv, and Papers With Code (CC BY-SA 4.0). Each count names its source. See the method.