Problem data full-life-cycle data quality management method and system
A technology with full life cycle and problem data, applied in electrical digital data processing, special data processing applications, digital data information retrieval, etc. , the effect of improving data quality indicators and improving consistency
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Embodiment 1
[0049] Embodiment 1: as figure 1 As shown, a data quality management method for the whole life cycle of problem data includes the following steps: the appearance of problem data is the beginning of the life cycle of problem data, and the problem data comes from two parts. Data, the second is the problem data found in the on-site inspection and self-inspection of the team; obtain the problem information of the problem data, and model each problem information based on a unique identification, that is, combine the existing system standards and requirements of data quality and lean management to sort out production domain, marketing domain, material domain, human resource domain, infrastructure domain, financial domain, and collaboration domain about 3,000 scanning rules, constructing a problem data fingerprint (PDF: Problem Data Fingerprint) for each problem data, establishing a problem data fingerprint database, and realizing Determine the uniqueness of problem data, support the...
Embodiment 2
[0078] Based on the concept of the whole life cycle, such as figure 2 As shown, in accordance with the three core capabilities of data asset management of "data supply, operation management, and value visibility", research on the PDLM (Problem Data Lifecycle management) model of problem data lifecycle management is carried out, which is a kind of data quality in the whole lifecycle of problem data. The management system divides the entire life cycle of problem data into seven stages: occurrence, sorting, task release, rectification, verification, elimination, and evaluation, and formulates management content and measures for each stage. Specifically include:
[0079] The problem data storage module is used to obtain and store problem data, newly added problem data, rectified problem data and problem data fingerprint information;
[0080] A question data processing module, configured to model each piece of question information based on a unique identifier, and construct uniqu...
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