What is novelty in recommendation systems?

Novelty measures how unfamiliar recommended items are to the user.

Novelty ensures users are exposed to new or unseen items rather than repeatedly recommending familiar content. It is often balanced with relevance using multi-objective optimization. Novelty improves engagement and discovery in long-term user satisfaction.