📕 subnode [[@KGBicheno/candidate_generation]]
in 📚 node [[candidate_generation]]
📓
garden/KGBicheno/Artificial Intelligence/Introduction to AI/Week 3 - Introduction/Definitions/Candidate_Generation.md by @KGBicheno
candidate generation
Go back to the [[AI Glossary]]
The initial set of recommendations chosen by a recommendation system. For example, consider a bookstore that offers 100,000 titles. The candidate generation phase creates a much smaller list of suitable books for a particular user, say 500. But even 500 books is way too many to recommend to a user. Subsequent, more expensive, phases of a recommendation system (such as scoring and re-ranking) whittle down those 500 to a much smaller, more useful set of recommendations.
📖 stoas
- public document at doc.anagora.org/candidate_generation
- video call at meet.jit.si/candidate_generation