基于数据对象的跨域情报可信共享

彭泰; 孙晶; 陈旭涧; 周纤; 叶宇铭; 白晓颖

doi:10.11959/j.issn.2096-0271.2023049

您当前的位置：

首页 >

文章列表页 >

基于数据对象的跨域情报可信共享

专题：跨域数据管理 | 更新时间：2024-06-03

- 基于数据对象的跨域情报可信共享
- Trusted sharing of cross-domain intelligence based on data objects
- 大数据 2023年9卷第4期页码：44-58
- 作者机构：
  
  1. 北方工业大学信息学院，北京 100144
  2. 中国人民解放军军事科学院军事科学信息研究中心，北京 100142
- 作者简介：
  
  [ "彭泰（1998- ），男，北方工业大学信息学院硕士生，主要研究方向为数字对象体系" ]
  [ "孙晶（1968- ），女，北方工业大学信息学院副教授，中国计算机学会（CCF）会员，主要研究方向为软件体系结构" ]
  [ "陈旭涧（1998- ），男，北方工业大学信息学院硕士生，主要研究方向为数据分析和区块链技术" ]
  [ "周纤（1995- ），女，博士，军事科学院军事科学信息研究中心助理研究员，主要研究方向为数据处理和分析" ]
  [ "叶宇铭（1990- ），男，军事科学院军事科学信息研究中心工程师，主要研究方向为大数据处理技术、信息服务" ]
  [ "白晓颖（1973- ），女，博士，军事科学院军事科学信息研究中心研究员、博士生导师，CCF高级会员，主要研究方向为计算机软件" ]
- 基金信息：
- DOI：10.11959/j.issn.2096-0271.2023049
  中图分类号： TP315
- 网络首发：2023-07，
  
  纸质出版：2023-07-15
- 稿件说明：
移动端阅览
彭泰, 孙晶, 陈旭涧, 等. 基于数据对象的跨域情报可信共享[J]. 大数据, 2023,9(4):44-58.

Tai PENG, Jing SUN, Xujian CHEN, et al. Trusted sharing of cross-domain intelligence based on data objects[J]. Big data research, 2023, 9(4): 44-58.
彭泰, 孙晶, 陈旭涧, 等. 基于数据对象的跨域情报可信共享[J]. 大数据, 2023,9(4):44-58. DOI： 10.11959/j.issn.2096-0271.2023049.

Tai PENG, Jing SUN, Xujian CHEN, et al. Trusted sharing of cross-domain intelligence based on data objects[J]. Big data research, 2023, 9(4): 44-58. DOI： 10.11959/j.issn.2096-0271.2023049.

摘要

情报数据作为一种高价值的数据资产，被存储在不同平台，被不同主体所持有，具有高分散性和低可用性特点。由于结构形态与存储方式不同，多源异构情报数据难以实现高效汇聚共享，多主体间情报信息融合和综合分析利用存在较大困难。因此亟须在跨域情报主体间建立安全可信的共享互操作机制，在满足数据确权、安全审计等管理要求的同时，实现情报信息的深度挖掘。针对跨域情报数据可信共享需求与应用特点，提出基于数据对象的情报管理方法，并采用数字对象体系架构及区块链可信访问控制技术构建跨域情报数据可信共享系统，实现多源异构情报数据的视图统一和跨域可信共享，为情报数据融合汇聚、情报信息智能分析提供技术支撑，充分挖掘情报信息的巨大潜力。

Abstract

Intelligence data

as a high-value data asset

is stored on different platforms and held by different subjects

and has the characteristics of high dispersion and low availability.Due to the different structural forms and storage methods

it is non-trivial to achieve efficient aggregation and sharing of multi-source heterogeneous intelligence data

and there are great difficulties in the fusion and comprehensive analysis and utilization of intelligence information among multiple subjects.Therefore

there is an urgent need to establish a secure and trustworthy sharing and interoperability mechanism among cross-domain intelligence subjects to meet management requirements such as data validation and security auditing

while realizing correlation analysis and cross-validation of intelligence information and deeply mining the intelligence value therein.To address the needs and application characteristics of cross-domain intelligence data trustworthy sharing

this paper proposes a data object-based intelligence management method and adopts the digital object architecture and blockchain trusted access control technology to build a cross-domain intelligence data trustworthy sharing system

realizing the view unification and cross-domain trustworthy sharing of multisource heterogeneous intelligence data

providing technical support for intelligence data fusion and convergence and intelligence information intelligent analysis

and fully exploiting the huge potential of intelligence information.This will provide technical support for intelligence data convergence and intelligent analysis

and fully exploit the huge potential of intelligence information.

关键词

Keywords

references

XIA X Y , CHEN F F , HE Q , et al . Online collaborative data caching in edge computing [J ] . IEEE Transactions on Parallel and Distributed Systems , 2021 , 32 ( 2 ): 281 - 294 .

祝振媛 , 李广建 . 多视角下的情报分析模型研究综述 [J ] . 图书情报工作 , 2019 , 63 ( 19 ): 136 - 147 .

ZHU Z Y , LI G J . Review on the research of information analysis models under multiple perspectives [J ] . Library and Information Service , 2019 , 63 ( 19 ): 136 - 147 .

QI Y N , QIN X M , SUN D H , et al . Cloudblockchain fusion system for secure and trusted sharing of domain.data [J ] . Journal of Communication University of China(Science and Technology) , 2022 , 29 ( 2 ): 9 - 18 .

戴国强 . 推进竞跑阶段的创新情报研究 [J ] . 情报学报 , 2019 , 38 ( 8 ): 771 - 777 .

DAI G Q . Intelligence studies for innovation in the new era [J ] . Journal of the China Society for Scientific and Technical Information , 2019 , 38 ( 8 ): 771 - 777 .

罗冲凌 , 韩妍娜 . 基于碎片化分析工具的开源情报研究新范式 [J ] . 国防科技 , 2022 , 43 ( 4 ): 24 - 29 .

LUO C L , HAN Y N . A new paradigm for open-source intelligence research based on an analytical tool for fragmented information [J ] . National Defense Science ＆Technology , 2022 , 43 ( 4 ): 24 - 29 .

XIA X Y , CHEN F F , HE Q , et al . Online collaborative data caching in edge computing [J ] . IEEE Transactions on Parallel and Distributed Systems , 2021 , 32 ( 2 ): 281 - 294 .

金澈清 , 钱卫宁 , 周敏奇 , 等 . 数据管理系统评测基准:从传统数据库到新兴大数据 [J ] . 计算机学报 , 2015 , 38 ( 1 ): 18 - 34 .

JIN C Q , QIAN W N , ZHOU M Q , et al . Benchmarking data management systems:from traditional database to emergent big data [J ] . Chinese Journal of Computers , 2015 , 38 ( 1 ): 18 - 34 .

GUO H , ZHANG Z F , XU J , et al . Accountable proxy re-encryption for secure data sharing [J ] . IEEE Transactions on Dependable and Secure Computing , 2021 , 18 ( 1 ): 145 - 159 .

NAIMI A I , WESTREICH D J . Big data:a revolution that will transform how we live,work,and think [J ] . American Journal of Epidemiology , 2014 , 179 ( 9 ): 1143 - 1144 .

付熙雯 , 郑磊 . 开放政府数据的价值:研究进展与展望 [J ] . 图书情报工作 , 2020 , 64 ( 9 ): 122 - 132 .

FU X W , ZHENG L . The value of open government data:insights from literature and a research agenda [J ] . Library and Information Service , 2020 , 64 ( 9 ): 122 - 132 .

JÖRG B , HÖLLRIGL T , SICILIA M Á . Entities and identities in research information systems [C ] // Proceedings of 11th International Conference on Current Research Information Systems .[S.l.:s.n. ] , 2012 .

李善青 , 郑彦宁 , 赵辉 , 等 . 大数据背景下科学元数据的重要问题研究 [J ] . 科技管理研究 , 2019 , 39 ( 18 ): 184 - 188 .

LI S Q , ZHENG Y N , ZHAO H , et al . Study on key problems of scientific metadata under the background of big data [J ] . Science and Technology Management Research , 2019 , 39 ( 18 ): 184 - 188 .

KAHN R , WILENSKY R . A framework for distributed digital object services [J ] . International Journal on Digital Libraries , 2006 , 6 ( 2 ): 115 - 123 .

SHARP C . Overview of the digital object architecture(DOA) [Z ] . 2016 .

Cross-Industry Working Team . Managing access to digital information:an approach based on digital objects and stated operations [Z ] . 1997 .

The dona foundation [Z ] . 2018 .

SUN S X . Internationalization of the handle system - a persistent global name service [Z ] . 1998 .

KOPONEN T , CHAWLA M , CHUN B G , et al . A data-oriented (and beyond) network architecture [J ] . ACM SIGCOMM Computer Communication Review , 2007 , 37 ( 4 ): 181 - 192 .

REILLY S , TUPELO-SCHNECK R . Digital object repository server:a component of the digital object architecture [J ] . D-Lib Magazine , 2010 , 16 ( 1/2 ).

范吉立 , 李晓华 , 聂铁铮 , 等 . 区块链系统中智能合约技术综述 [J ] . 计算机科学 , 2019 , 46 ( 11 ): 1 - 10 .

FAN J L , LI X H , NIE T Z , et al . Survey on smart contract based on blockchain system [J ] . Computer Science , 2019 , 46 ( 11 ): 1 - 10 .

WU K D , MA Y , HUANG G , et al . A first look at blockchain-based decentralized applications [J ] . Software:Practice and Experience , 2021 , 51 ( 10 ): 2033 - 2050 .

浏览量

280

下载量

CSCD

文章被引用时，请邮件提醒。

提交

工具集

关联资源

卫星影像大数据情报分析与应用