Research And Implementation Of Intelligent Manufacturing Document Analysis System

Intelligent manufacturing is an element of intelligence in the process of manufacturing,which combines machine manufacturing and artificial intelligence to maximize the efficiency of manufacturing through the work of intelligent machines to replace human labor in the manufacturing process to the maximum extent.It is one of the latest developments in the manufacturing industry.In recent years,with the rise of the fourth industrial revolution with the core of artificial intelligence and industrial intelligence,the field of intelligent manufacturing is becoming more and more concerned,so the number of research literature in this field is greatly increased.These research documents include the technology of the forefront of intelligent manufacturing.Through the in-depth mining and analysis of the literature data in the field of intelligent manufacturing,the researchers can summarize the development status of the intelligent manufacturing industry,find the hot research focus of intelligent manufacturing and predict the future direction of its development through the trend of data,and serve the personnel of the intelligent manufacturing field.At present,most of the analysis of intelligent manufacturing literature data is based on basic statistics and simple analysis.Therefore,it is necessary to analyze the field of intelligent manufacturing from multiple angles to fully tap useful information and promote the development of this field.This paper makes use of the number of life cycle methods to analyze the literature data in the field of intelligent manufacturing from a number of aspects,such as trend and hot technology,and forms a document analysis system for intelligent manufacturing.(1)based on the analysis of basic literature,the basic statistical analysis of the number trend of key words in the intelligent manufacturing literature,the relevant scholars and the relevant institutions are analyzed and displayed in the way of the folding map and the layout of the force guide.(2)key words analysis,the key words of intelligent manufacturing are related word relation,word cloud,key word distribution,correlation research trend and technology hot spot,and use force guide layout,character cloud map,map,theme River map and thermal map display respectively.(3)the cooperative network analysis,based on the GN clustering algorithm,constructs and analyzes the author's cooperative network,the organization joint network and the keyword cooccurrence network,and shows the correlation between the documents.In the development process of the intelligent manufacturing document analysis system,the design pattern adopts the MVC mode,the development language uses the Java,the database adopts the My SQL relational database,the popular lightweight J2 EE framework Spring,Spring MVC and My Batis,and the ECharts component of the Baidu platform is visualized.