OpenKG Chain: A Blockchain Infrastructure for Open Knowledge Graphs
Author(s) -
Huajun Chen,
Ning Hu,
Guilin Qi,
Haofen Wang,
Zhen Bi,
Jie Li,
Fan Yang
Publication year - 2021
Publication title -
data intelligence
Language(s) - English
Resource type - Journals
eISSN - 2096-7004
pISSN - 2641-435X
DOI - 10.1162/dint_a_00095
Subject(s) - computer science , knowledge sharing , knowledge graph , blockchain , crowdsourcing , semantic web , world wide web , knowledge management , zero knowledge proof , security token , data science , information retrieval , computer security , cryptography
The early concept of knowledge graph originates from the idea of the semantic Web, which aims at using structured graphs to model the knowledge of the world and record the relationships that exist between things. Currently publishing knowledge bases as open data on the Web has gained significant attention. In China, Chinese Information Processing Society of China (CIPS) launched the OpenKG in 2015 to foster the development of Chinese Open Knowledge Graphs. Unlike existing open knowledge-based programs, OpenKG chain is envisioned as a blockchain-based open knowledge infrastructure. This article introduces the first attempt at the implementation of sharing knowledge graphs on OpenKG chain, a blockchain-based trust network. We have completed the test of the underlying blockchain platform, and the on-chain test of OpenKG's data set and tool set sharing as well as fine-grained knowledge crowdsourcing at the triple level. We have also proposed novel definitions: K-Point and OpenKG Token, which can be considered to be a measurement of knowledge value and user value. 1,033 knowledge contributors have been involved in two months of testing on the blockchain, and the cumulative number of on-chain recordings triggered by real knowledge consumers has reached 550,000 with an average daily peak value of more than 10,000. For the first time, we have tested and realized on-chain sharing of knowledge at entity/triple granularity level. At present, all operations on the data sets and tool sets at OpenKG.CN, as well as the triplets at OpenBase, are recorded on the chain, and corresponding value will also be generated and assigned in a trusted mode. Via this effort, OpenKG chain looks forward to providing a more credible and traceable knowledge-sharing platform for the knowledge graph community.
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