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Semantic Knowledge Sharing Mechanism Based on Blockchain

  • Botao ZhangEmail author
  • Xingzhou Li
  • Hui Ren
  • Jinguang Gu
Conference paper
Part of the Advances in Intelligent Systems and Computing book series (AISC, volume 1075)

Abstract

In the context of big data, the construction and query of existing knowledge graph are realized by gathering scattered knowledge into a centralized big data platform. However, with the advent of the era of knowledge sharing 3.0, the knowledge value awareness of knowledge owners has generally increased, and it has become increasingly difficult to concentrate knowledge on centralized big data platforms. Blockchain technology is a decentralized and distrusting technology solution proposed in recent years. Combined with blockchain, a decentralized semantic knowledge sharing mechanism based on blockchain is proposed. The decentralized global knowledge graph is constructed by using the inter-node communication mechanism, and the query mode and transaction flow design based on the mechanism are realized. The experimental results show that the semantic knowledge sharing mechanism based on blockchain proposed is feasible, and compared with the traditional centralized knowledge graph, the construction time and query rate are greatly improved.

Keywords

Blockchain Knowledge sharing Knowledge graph 

Notes

Acknowledgments

This paper is partially supported by National Natural Science Foundation of China No. 61673304.

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Copyright information

© Springer Nature Switzerland AG 2020

Authors and Affiliations

  • Botao Zhang
    • 1
    • 2
    Email author
  • Xingzhou Li
    • 1
    • 2
  • Hui Ren
    • 1
    • 2
  • Jinguang Gu
    • 1
    • 2
  1. 1.School of Computer Science and Technology, Key Laboratory of Intelligent InformationWuhan University of Science and TechnologyWuhanChina
  2. 2.Processing and Real-Time Industrial System in Hubei ProvinceWuhan University of Science and TechnologyWuhanChina

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