SET THEORETIC CONSTRAINTS

People often struggle with getting good movie recommendations. The usual way to suggest movies is by using math to find patterns. But this method has a big problem: it can't handle complex requests. For example, it can't easily find a movie that is both a comedy and an action film but not a romance.

Imagine trying to find the perfect movie to watch. It's not just about finding any movie, but one that fits your unique tastes. This is where personalized recommendations come in. Traditionally, these systems struggle with understanding complex relationships between items. For instance, they might n