The correct option is:
By analyzing user data and behavior.
Algorithms typically determine which videos to recommend by analyzing various factors, including a user's watch history, engagement with previous videos, demographic information, preferences, and interactions (likes, comments, shares). This data-driven approach helps tailor recommendations to individual users' interests.