An Analysis of Data Object Traceability Guarantee Method in Big Data Environment

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  • (School of Information Resource Management, Renmin University of China, Beijing, 100872)

Online published: 2020-03-24

Abstract

[Purpose/significance] Data object traceability assurance research can reduce exposure risk of cross-domain, massive, heterogeneous and dynamic data loss in big data era, and contribute to automated data quality evaluation, data audit and data recovery. [Method/process] Based on the theory of data provenance and cryptography, a new version number calculation method of data objects is provided. Then, the concept of data object DNA are described, and a new method for generating as well as backtracking the data object DNA are also proposed. Furthermore,The IT implementation and applications of it are discussed. [Result/conclusion] Data object DNA, which is a new method to support unified data traceability, is producing easliy, tamper-proof, strong universality, and can be used to data object lineage inspection and data continuity audit.

Cite this article

Chao Lemen, Li Haojing, Ji Jiayu . An Analysis of Data Object Traceability Guarantee Method in Big Data Environment[J]. Information and Documentation Services, 2020 , 41(2) : 83 -92 . DOI: 10.12154/j.qbzlgz.2020.02.011

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