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Content-Based Filtering

Content-Based Filtering

Content-based filtering is a recommendation method that suggests items based on their characteristics. In this project, the characteristics of a movie are its genres, such as Action, Comedy, Drama, or Romance.
Each movie is described using its genres, and movies that share similar genres are considered similar to each other. For example, if a user selects a movie that belongs to the Action and Adventure genres, the system looks for other movies that also fall under Action or Adventure.
This method focuses on the movie itself rather than other users. It helps the system recommend movies that match the type of content the user is interested in.