The present disclosure provides a method for computer simulation of human brain learning knowledge, a reasoning apparatus, and a brain-like artificial intelligence service platform. The method includes: establishing a brain-like knowledge library, including a word library, a class library, a resource library, and an intelligent information management library; processing, by a semantic analyzer, a natural language single sentence to generate class basic elements and semantic properties in a manner of creating classes, and storing the class basic elements and the semantic properties in the class library; generating, by a semantic analyzer, the intelligent application program satisfying an intelligent application requirement based on the intelligent knowledge elements, and storing the intelligent application program in the intelligent information management library.
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