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Guarantee method for basic data quality algorithm of network platform

A basic data and network platform technology, applied in the direction of electrical digital data processing, computing, instruments, etc.

Active Publication Date: 2018-06-15
KOUBEI SHANGHAI INFORMATION TECH CO LTD
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0009] This application provides a guarantee method for the basic data quality algorithm of the network platform to solve the problem of ensuring the effect of the algorithm in the entire link of algorithm development, iteration and production for the algorithm in the basic data quality scenario, and then ensuring the quality of the basic data

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  • Guarantee method for basic data quality algorithm of network platform
  • Guarantee method for basic data quality algorithm of network platform
  • Guarantee method for basic data quality algorithm of network platform

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Embodiment Construction

[0092] In order to make the objects, technical solutions, and advantages of the present application more apparent, exemplary embodiments according to the present application will be described in detail below with reference to the accompanying drawings. Apparently, the described embodiments are only some of the embodiments of the present application, rather than all the embodiments of the present application. It should be understood that the present application is not limited by the exemplary embodiments described here. Based on the embodiments of the present application described in the present application, all other embodiments obtained by those skilled in the art without creative efforts shall fall within the protection scope of the present application.

[0093] This application provides a guarantee method for the basic data quality algorithm of the network platform, so as to guarantee the effect of the algorithm in the entire link of algorithm development, iteration and prod...

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Abstract

The invention discloses a guarantee method for a basic data quality algorithm of a network platform. The method comprises the steps of by utilizing sample data, extracting multiple pieces of tagged data from basic data to serve as the sample data; performing offline algorithm regression assessment on a tested algorithm by utilizing the sample data; and through the sample data accumulated in the basic data, performing online algorithm regression assessment on the tested algorithm. While the tested algorithm is subjected to online and offline testing, a feedback is generated for the algorithm, the iteration of the algorithm is performed, and the algorithm continues to be synchronously verified after correction is finished; and the effect of the algorithm is subjected to reliable measurement,and the effect is taken for the iteration of the algorithm, so that the quality of the basic data is ensured.

Description

technical field [0001] This application relates to the field of Internet application algorithms, and specifically relates to a guarantee method for network platform basic data quality algorithms. Background technique [0002] In recent years, with the rapid development of network technology, the application of Internet algorithms has been fully integrated into life. For example, after users open the app, the algorithm automatically recommends their favorite videos, food, news, etc.; more and more people pay online, and the security encryption of payment information, etc.; these are all realized by algorithms. Therefore, in the application algorithm scenario in the Internet field, the correctness and rationality of the algorithm effect will directly affect the quality of relevant data and user experience. [0003] Among them, the effects of many algorithms can be evaluated through index quantification. For example, the search recommendation algorithm can obtain quantitative...

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Application Information

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IPC IPC(8): G06F11/36G06F11/34
CPCG06F11/3452G06F11/3688G06F2201/865
Inventor 吴洋朱兴彭更红王小冬陈凌宇杨宇
Owner KOUBEI SHANGHAI INFORMATION TECH CO LTD
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