Graphs, recommendations, and time series · MLD-0204
Content-based filtering
Recommendation based on item attributes and a user's preferences for those attributes.
Original reference page · detailed expansion pending. Original definitions, examples, notes and citations are preserved below. New examples are illustrative, not benchmark results.
Original example
Recommend articles similar to ones a user enjoyed.
Original caveat
It can miss useful items that differ from past preferences.
Context and aliases
Level: Intermediate. Stages: Architecture · Data · Training · Inference.
Tags: ML · DL · Recommender systems.
Aliases: None recorded.
Related concepts
Concepts linking here
Original references
- PyTorch Geometric documentation ↗ · Consulted
- scikit-learn User Guide ↗ · Consulted
- statsmodels: time series analysis ↗ · Reference link
- Original reference URL ↗