Intelligent official document processing method and system

Abstract

The invention discloses an intelligent official document processing method and system, and the method comprises the following steps: S1, collecting data from different sources in real time through a data collection module, and carrying out the cleaning and standardization of a text; S2, performing word segmentation on the text through a deep semantic analysis module, and learning character vectorsof the text, wherein the characters comprise characters and phrases; S3, by a model learning module, training a text classification model, a text recommendation model and a text abstract to generatea model to realize automatic allocation of texts, recommend similar texts and generate an abstract of the texts; S4, storing the collected data, a model training result and data generated in a user interaction process through a background management module; and S5, recording a series of activity states of the user browsing the front end through a user interaction module. According to the invention, rapid transfer of official documents is realized, and unnecessary waiting time is reduced; official document s related to official document policies are quickly retrieved, the reading time of the official documents is shortened, and the processing efficiency of the official documents is improved.

Description

technical field [0001] The invention relates to the field of methods for processing official documents, in particular to a method and system for intelligently processing official documents. Background technique [0002] Text-based natural language processing technology is increasingly used in various industries. Using natural language processing technology to train text models has been widely used in the fields of Internet text sentiment analysis, personalized recommendation, intelligent question answering, etc., but in the field of document processing There are few applications here. The main reason is that on the one hand, official documents are scattered in different departments, and the storage methods of official documents in different departments are different, and the process of electronically structuring data is difficult. Processing technology has certain limitations in the semantic understanding of long texts. [0003] The management of government official documen...

AI Technical Summary

Problems solved by technology

The number of government documents is growing rapidly, the content is scattered, the medium of official documents is different, and there is a lack of effective potential semantic association between official documents, which leads to difficulties in the circulation of official documents and the ineffective use of official document resources