Method and equipment for configuring data integrity requirements, and medium
A technology for configuring data and completeness, which is applied in the field of data processing and can solve problems such as restricted evaluation
Pending Publication Date: 2020-07-28
KONINKLJIJKE PHILIPS NV
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Problems solved by technology
The requirement for completeness of data is beneficial to ensure the accuracy of evaluation results, but at the same time, it also limits the evaluation of service provider entities and quality metrics of concern in the case of relatively sparse data
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[0018] Embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. Although certain embodiments of the present disclosure are shown in the drawings, it should be understood that the disclosure may be embodied in various forms and should not be construed as limited to the embodiments set forth herein; A more thorough and complete understanding of the present disclosure. It should be understood that the drawings and embodiments of the present disclosure are for exemplary purposes only, and are not intended to limit the protection scope of the present disclosure.
[0019] In the description of the embodiments of the present disclosure, the term "comprising" and its similar expressions should be interpreted as an open inclusion, that is, "including but not limited to". The term "based on" should be understood as "based at least in part on". The term "one embodiment" or "the embodiment" should be read as "at least one ...
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The embodiment of the invention relates to a method and equipment for configuring data integrity requirements, and a medium. According to various embodiments, a predicted integrity of a plurality of data elements in a corresponding dataset associated with a plurality of service provisioning entities is determined, wherein the predicted integrity indicates a predicted ratio that the corresponding data elements should be recorded with corresponding data in the data entry of the responding dataset, and further identifies relevance between a plurality of quality metrics capable of being generatedfrom performing quality assessment on a plurality of service provisioning entities and a plurality of data elements; and the respective integrity requirement of the quality assessment for the plurality of data elements is determined based on the predicted integrity and the relevance so as to constrain the availability of corresponding data of the plurality of data elements in an actual dataset associated with the plurality of service provisioning entities during quality assessment. By means of the scheme, the data integrity requirement can be automatically configured on the data element level,and the data integrity requirement can well meet the optimization target.
Description
technical field [0001] Embodiments of the present disclosure relate generally to data processing, and more particularly, to methods, devices, and media for configuring data integrity requirements. Background technique [0002] In many domains, the quality assessment of services provided by service-providing entities can be performed in a data-driven manner. This helps the service supply entity to determine the service supply level in the same industry, so as to take measures to improve its own service quality. In addition, the assessment of the same type of service supply entity can also be used to establish industry quality management standards. For example, in the medical field, the clinical practice of a medical institution can be evaluated. Such quality evaluation is performed by referring to data on clinical diagnosis and treatment means, diagnosis and treatment process, and / or diagnosis and treatment results in medical institutions. Continuous improvement and improv...
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IPC IPC(8): G16H40/20G06Q10/06
CPCG06Q10/06395G16H40/20
Inventor 朱琴蒋捷霍勇梁建球
Owner KONINKLJIJKE PHILIPS NV