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Data set automatic matching method, device, equipment and computer-readable storage medium

An automatic matching and data set technology, applied in the computer field, can solve problems such as low efficiency and difficulty in adapting to data governance requirements, and achieve the effect of avoiding participation, matching efficiency and accuracy.

Active Publication Date: 2020-08-25
RUN TECH CO LTD BEIJING
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

The efficiency of manual data set matching is low, and it is increasingly difficult to adapt to the data governance requirements of the big data era

Method used

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  • Data set automatic matching method, device, equipment and computer-readable storage medium
  • Data set automatic matching method, device, equipment and computer-readable storage medium
  • Data set automatic matching method, device, equipment and computer-readable storage medium

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Embodiment Construction

[0055] The present invention will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are only used to explain the present invention, but not to limit the present invention. In addition, it should be noted that, for the convenience of description, the drawings only show some but not all structures related to the present invention.

[0056] figure 1 The flowchart of the first embodiment of the automatic data set matching method provided by the embodiment of the present invention is as follows: figure 1 As shown, the data set automatic matching method provided by this embodiment includes:

[0057] In step S101, random sampling is performed on the data table to be matched according to the preset number of rows, columns and character width of each column, to obtain a sample of the data table to be matched.

[0058] Because the current big data data set matching...

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Abstract

The invention discloses a data set automatic matching method, a device and a computer-readable storage medium. The data set automatic matching method includes: performing a data table to be matched according to the preset row number, column number and character width of each column Randomly sample to obtain the samples of the data table to be matched; encode the characters in the samples of the data table to be matched into image pixels, and obtain the image to be matched corresponding to the samples of the data table to be matched; input the image to be matched into the image classification model after training, and determine The target data set with the highest matching degree with the image to be matched is used as the target data set matched by the data table to be matched. The image classification model is to sample the matching records of the data table in the matched historical data set, and encode the sampled character trained after converting to images. The data set automatic matching method, device and computer-readable storage medium disclosed by the invention are used to improve the efficiency and accuracy of data set matching.

Description

technical field [0001] Embodiments of the present invention relate to computer technology, and in particular, to a method, apparatus, and computer-readable storage medium for automatic data set matching. Background technique [0002] With the rapid development of the big data industry, there is a huge amount of data that needs to be stored and managed. In the process of building a big data center, how to effectively manage the massive aggregated data and quickly and efficiently integrate all kinds of multi-source heterogeneous data into a standard data organization structure has become an increasingly urgent need. One of the key issues is data set matching, that is, for each data table that needs to be aggregated, which data set in the big data center should be corresponding and connected to. [0003] In the past, data set matching was mostly done manually by experienced data analysts. By manually analyzing the content and structure of the source data table, the target dat...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06K9/62
CPCG06F18/214G06F18/24
Inventor 火一莽冯宇波刘恒睿董清风刘恺王梅
Owner RUN TECH CO LTD BEIJING