Network short text classification optimization system and method

The invention discloses a network short text classification optimization system and method, and relates to the technical field of computer data mining. The system comprises a text word segmentation unit for segmenting words of a text; a text representation unit which is used for carrying out text representation on a result obtained after word segmentation; a model training unit which is used for carrying out model training on the result represented by the text; a model storage unit which is used for storing a trained model obtained after model training; and a classification unit which is usedfor classifying the result represented by the text by adopting the trained model. The short text is processed through the neural network language representation model, information between words is increased for the text, the information amount of the short text is enriched, and text representation optimization is conducted on the short text. 本发明公开了一种网络短文本分类的优化系统及方法。涉及计算机数据挖掘技术领域，其特征在于，所述系统包括：文本分词单元，用于对文本进行分词；文本表示单元，用于对分词后