A method and device for data processing

A technology of data processing and source data, applied in the field of information processing, can solve problems such as inaccuracy and incomplete analysis results, and achieve the effect of comprehensive and accurate analysis results

Active Publication Date: 2021-07-13
NEUSOFT CORP
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

However, there are often correlations between data from different sources and different data structures, and this correlation is often ignored if the calculation and analysis are performed separately, making the final analysis results not comprehensive and accurate enough

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  • A method and device for data processing
  • A method and device for data processing
  • A method and device for data processing

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Embodiment Construction

[0045] In order to enable those skilled in the art to better understand the solutions of the present invention, the technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments are only It is a part of embodiments of the present invention, but not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.

[0046] When performing big data analysis on the analysis business, it is often necessary to analyze data from a variety of different sources, so as to obtain more comprehensive analysis results. However, data from different sources often have different data structures. At present, for data from different sources with different data structures in...

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Abstract

The invention discloses a method and device for data processing. By using data of various data structures of the same analysis business as target source data, each target source data is constructed to represent each feature element in the target source data. The association matrix of the association relationship among them; each association matrix is ​​respectively mapped to the full matrix space for retaining the data characteristics of each data structure in all source data of the analysis business, forming a full matrix of each target source data; adopting the analysis The specified embedded representation method of the business is to perform embedded representation on the full matrix of each target source data, and obtain the embedded vector matrix corresponding to each target source data. In this way, all the data characteristics of data with different structures are preserved, and the embedded vector matrix corresponding to the data of various data structures is guaranteed to meet the requirements of unified calculation, making preparations for subsequent unified analysis, so that the analysis business can be comprehensively and accurately Analyze the results.

Description

technical field [0001] The present invention relates to the technical field of information processing, in particular to a data processing method and device. Background technique [0002] In the field of big data analysis, in an analysis business, it is often necessary to comprehensively analyze data from multiple different sources in order to obtain analysis results. Data from different sources often have different data structures. For example, for precision medical analysis, the required data often include text data of genomics, image data of medical imaging, structured data of laboratory examination results, etc. [0003] Because data with different data structures are often difficult to perform unified calculations, at present, data from various sources and different data structures are calculated and analyzed separately, and the obtained analysis results are then aggregated to obtain the final analysis results. However, there are often correlations between data from di...

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G16H50/70
Inventor 蔡巍崔朝辉赵立军张霞
Owner NEUSOFT CORP
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