Design and Implementation of an Intelligent Human-Machine Intelligence Analysis System
This paper first analyzes the integration of intelligence analysis methods and artificial intelligence,and then takes AI empowerment and human in the loop intelligence analysis process as the main design concept to design the overall functional architecture and data architecture of the intelligent intelligence analysis system.At the same time,in order to reduce the threshold for use,improve the interpretability and accuracy of data analysis results,a combination architecture of large language models and Knowledge Graphs is proposed,and an intelligent human-machine intelligence analysis system is developed.This platform has an architecture that facilitates the integration of machine learning algorithms.It adopts a natural language interaction interface for non-technical users,which organically combines intelligence analysis methods that rely on human intelligence with big data analysis methods that rely on artificial intelligence,greatly enhancing the data fusion analysis ability of analysts.
intelligence analysisdata fusion analysislarge language modelKnowledge Graphvisual analysis tool
国家科技期刊平台
NSTL
万方数据
