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METHOD AND SYSTEM FOR DISCOVERING RELATED BOOKS BASED ON BOOK CONTENT
METHOD AND SYSTEM FOR DISCOVERING RELATED BOOKS BASED ON BOOK CONTENT
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机译:基于图书内容的相关图书发现方法及系统
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摘要
System and method for determining book similarities based on text content and thereby discovering related books for recommending to customer-users. Each book is associated with a probability distribution on a set of topics that is derived from text content of the book against the set of topics. The pair-wise distances of the probability distributions between corresponding books are computed to derive similarities thereof. The probability distributions may be generated by leveraging a text topic model that defines a set of topics, a respective set of relevant terms under each topic, and a probability distribution on each set of relevant terms. The text topic model may be automatically generated by processing content of a corpus of training books via a training process.
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