Improved Recommendation System Based On Book Texts We're constantly working on improving the functionality of our library. Today, we would like to introduce a new great feature — improved book recommendation system, that will allow you to discover many new and interesting books.
Previously, recommendations were solely based on user behavior. Over the many years of the project's existence, we've collected extensive statistics that allow us to build relevant book recommendations on different topics and languages. However, we recognized that this approach had its limitations, for example, it couldn't generate recommendations for rare or unpopular books.
To solve this problem, we developed our own technology to find similar texts among millions of books and implemented it in our recommendation blocks.
Now, when generating recommendations, we take into account not only user behavior but also our unique text comparison technology. This means that when selecting books for recommendations, we analyze books content to provide you with more accurate and diverse suggestions.
For example, the screenshot shows new book recommendations for an Arctic-related book.Thanks to this improvement, you will be able to find books that truly match your interests and discover new captivating works that you might have missed. Try it now and explore new books!
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