Short text intelligent analysis and classification optimization method

The invention relates to the technical field of artificial intelligence for natural language processing, in particular to a short text intelligent analysis and classification optimization method, which comprises the following steps: S1, carrying out primary processing on short text information to obtain the short text information subjected to primary processing; s2, introducing a balanced load data fragmentation algorithm to carry out data fragmentation on the preliminarily processed short text information, storing the data fragmentation to a plurality of nodes k, and realizing data parallel processing by utilizing a distributed decentralized processing algorithm; s3, introducing a context depth understanding algorithm, and optimizing the accuracy of short text information classification; s4, each node k intelligently analyzes the divided short text fragment data by using an optimized natural language processing algorithm, and determines the category to which the short text fragment data belongs; and S5, summ