专辑:人工智能与情报学

智能情报分析系统的架构设计与关键技术研究*

  • 化柏林 李广建
展开
  • 1.北京大学信息管理系
化柏林,男,北京大学信息管理系助理教授,博士;李广建,男,北京大学信息管理系教授,博士生导师。

收稿日期: 2017-12-19

  网络出版日期: 2018-02-07

基金资助

*本文系国家社会科学基金重点项目“大数据环境下的计算型情报分析方法与技术研究”(项目编号: 14ATQ005) 与国家社会科学基金面上项目“基于多源数据融合的情报用户需求探测研究”(项目编号:17BTQ066)研究成果之一。

Architecture Design and Key Techniques of Intelligence Analysis System Based on Artificial Intelligence

  • Hua Bolin Li Guangjian
Expand

Received date: 2017-12-19

  Online published: 2018-02-07

摘要

:人工智能发展的浪潮影响着每一个领域。情报作为与智能在字面上密切相关的领域,对人工智能的发展格外关注。如何把智能渗透到情报领域,实现智能情报分析系统是新时代值得深入探讨的问题。文章在对智能与情报关系的梳理以及对现有情报分析系统述评的基础上,提出一个智能情报分析系统的框架。智能情报分析系统在资源方面具有数据集与知识库、模型库与方法库,借助知识获取、知识表示与组织、自然语言处理、人机交互、新型计算与深度学习等,实现情报需求智能感知,海量信息智能获取,多源信息动态融合、多维关联综合分析、分析结果智能解读、情报报告自动生成、面向场景适时服务。通过智能分析引擎实现资源、技术与功能之间的对接,这是智能情报分析系统的核心。

本文引用格式

化柏林 李广建 . 智能情报分析系统的架构设计与关键技术研究*[J]. 图书与情报, 2017 , 37(06) : 74 -83 . DOI: 10.11968/tsyqb.1003-6938.2017117

Abstract

The wave of artificial intelligence development affects every area. Intelligence, as a field that is closely related to intelligence by literacy, pays special attention to the development of artificial intelligence. How to infiltrate the intelligence into the intelligence analysis field and realize the intelligence analysis system is a question deserved to be discussed in depth in the new era. On the basis of reviewing the existing intelligence analysis system, this paper proposes a framework of intelligence analysis system based on AI. The intelligence analysis system has the dataset, knowledge base, model base and method base. With intelligent knowledge acquisition, knowledge representation and organization, natural language processing, human-computer interaction, new computing and deep learning, Intelligent acquisition of massive information, dynamic fusion of multi-source information, comprehensive analysis of multidimensional correlations, intelligent interpretation of analysis results, automatic generation of intelligence reports and timely service oriented to scenes.Resources, technologies and functions could be joined through the intelligent analysis engine, which is the core of intelligence analysis system.
文章导航

/