Traditional book recommendation systems focus on metadata and user ratings, but often overlook the importance of writing style.A new recommendation system uses natural language processing and stylistic analysis to suggest books based on writing style, rather than just genre.The system extracts stylistic features from books and creates a database to implement the recommendation algorithm.While the system has limitations, potential enhancements include reader feedback integration and temporal modeling.