Algorithm-driven recommendations are suggestions made by computer programs that analyze data to predict what you might like. For example, when you watch a movie on Netflix, the platform uses algorithms to look at your viewing history and the preferences of similar users. Based on this information, it recommends films or shows that you are likely to enjoy. These algorithms work by identifying patterns in large amounts of data. They consider factors like your past choices, ratings, and even the time you spend on certain content. This way, services like Spotify or Amazon can provide personalized experiences, making it easier for you to discover new favorites.