现代信息科技2024，Vol.8Issue(11)：69-75,7.DOI:10.19850/j.cnki.2096-4706.2024.11.014
人机结合的智能情报分析系统设计与实现
Design and Implementation of an Intelligent Human-Machine Intelligence Analysis System
摘要
Abstract
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.关键词
情报分析/数据融合分析/大语言模型/知识图谱/可视化分析工具Key words
intelligence analysis/data fusion analysis/large language model/Knowledge Graph/visual analysis tool分类
信息技术与安全科学引用本文复制引用
丁洪鑫,汪榕,周维,曹扬,支婷,董厚泽..人机结合的智能情报分析系统设计与实现[J].现代信息科技,2024,8(11):69-75,7.基金项目
国家自然科学项目(U19B2020) （U19B2020）
