Internet of data: a solution for dataspace infrastructure and its technical challenges

Chaoran LUO; Yun MA; Xiang JING; Gang HUANG

doi:10.11959/j.issn.2096-0271.2023024

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Internet of data: a solution for dataspace infrastructure and its technical challenges

STUDY | 更新时间：2024-06-03

- Internet of data: a solution for dataspace infrastructure and its technical challenges
- Big data research Vol. 9, Issue 2, Pages: 110-121(2023)
- 作者机构：
  
  1. 数据空间技术与系统全国重点实验室，北京 100091
  2. 北京大数据先进技术研究院，北京 100091
  3. 北京大学人工智能研究院，北京 100871
  4. 北京大学软件与微电子学院，北京 102627
  5. 北京大学计算机学院，北京 100871
- 作者简介：
- 基金信息：
- DOI：10.11959/j.issn.2096-0271.2023024
  CLC： TP311
- Online First：2023-03，
  
  Published：15 March 2023
- 稿件说明：
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Chaoran LUO, Yun MA, Xiang JING, et al. Internet of data: a solution for dataspace infrastructure and its technical challenges[J]. Big data research, 2023, 9(2): 110-121.
DOI：

Chaoran LUO, Yun MA, Xiang JING, et al. Internet of data: a solution for dataspace infrastructure and its technical challenges[J]. Big data research, 2023, 9(2): 110-121. DOI： 10.11959/j.issn.2096-0271.2023024.

摘要

数据空间是网络空间从“以计算为中心”向“以数据为中心”转型的一种新形态，蕴含着变革性重大科技问题和换道超车创新机遇。类似互联网是网络空间的主要基础设施，数据空间也需要“以数据为中心”的新型基础设施，其核心功能是实现数据的一阶实体化。从数据空间的视角出发，分析总结互联网、万维网和数字对象架构等主流技术体系对数据一阶实体化的支持和不足，给出数据空间基础设施的基本内涵与技术挑战。提出基于数据语用原理的数据一阶实体化方法，通过融合数字对象架构、分布式账本和智能合约等技术形成数联网解决方案，支撑互联网规模的数据空间基础设施构造和运行。

Abstract

Dataspace is the transformation of cyberspace from ＆quot;computing centric＆quot; to ＆quot;data centric＆quot;

which contains great technological issues and innovative opportunities.Similar to the internet

which is the main infrastructure of cyberspace

dataspace also needs a new ＆quot;data-centric＆quot; infrastructure

whose core function is to realize the first-class entity of data.From the perspective of dataspace

the supports and shortcomings of mainstream technologies such as the internet

the World Wide Web

and the digital object architecture for the first-class entity of data were analyzed and summarized

and then the basic connotations and technical challenges of dataspace infrastructure were given.Finally

a first-class data substantialization method based on data pragmatics was proposed.Based on this method

a solution called the internet of data by integrating digital object architecture

distributed ledger

smart contract

and other technologies was proposed to support the construction and operation of internetscale dataspace infrastructure.

关键词

Keywords

references

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