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Sample data set intelligent question setting method, device and equipment based on deep learning

A sample data set and deep learning technology, applied in the field of database intelligent search, can solve problems such as inability to evaluate models, achieve diversity and solve the effect of data poverty

Active Publication Date: 2021-03-26
AEROSPACE INFORMATION RES INST CAS
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, for the field of artificial intelligence, especially when evaluating deep learning models, such a retrieval mode obviously cannot achieve a comprehensive evaluation model

Method used

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  • Sample data set intelligent question setting method, device and equipment based on deep learning
  • Sample data set intelligent question setting method, device and equipment based on deep learning
  • Sample data set intelligent question setting method, device and equipment based on deep learning

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Embodiment Construction

[0026] Hereinafter, embodiments of the present disclosure will be described with reference to the drawings. It should be understood, however, that these descriptions are exemplary only, and are not intended to limit the scope of the present disclosure. In the following detailed description, for purposes of explanation, numerous specific details are set forth in order to provide a thorough understanding of the embodiments of the present disclosure. It may be evident, however, that one or more embodiments may be practiced without these specific details. Also, in the following description, descriptions of well-known structures and techniques are omitted to avoid unnecessarily obscuring the concepts of the present disclosure.

[0027] The terminology used herein is for the purpose of describing particular embodiments only, and is not intended to be limiting of the present disclosure. The terms "comprising", "comprising", etc. used herein indicate the presence of stated features,...

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Abstract

The invention provides a sample data set intelligent question setting method, device and equipment based on deep learning, and the method comprises the steps: obtaining a search text, and generating asentence representation vector according to the search text; extracting features of data in the database, and generating feature vectors of the data, wherein the data in the database comprises imageinformation or text information or unstructured data; calculating the distance similarity between the search text and the data according to the sentence representation vector and the feature vector ofthe data; and obtaining data matched with the search text according to the distance similarity sequence. According to the method, required data can be intelligently obtained through a deep learning method, intelligent retrieval of various data types can be achieved, and the problem of data depletion caused by a traditional search mode is solved.

Description

technical field [0001] The present disclosure relates to database intelligent search technology, and in particular to a deep learning-based method, device and equipment for intelligent questioning of sample data sets. Background technique [0002] With the development of big data-related technologies, database systems have been widely used. A database is a warehouse that organizes, stores, and manages data according to its data structure. Data management is no longer just about storing and managing data, but has transformed into various data management methods that users need. There are many types of databases, ranging from the simplest tables storing various data to large database systems capable of storing massive amounts of data, which have been widely used in various aspects. In the information society, fully and effectively managing and utilizing various information resources is a prerequisite for scientific research and decision-making management. [0003] At present...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/903G06F40/126G06F40/284G06K9/62
CPCG06F16/90335G06F40/126G06F40/284G06F18/22G06F18/253
Inventor 孙显张文凯付琨袁志强陈佳良赵良瑾于泓峰
Owner AEROSPACE INFORMATION RES INST CAS
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