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Intelligent scoring method and device based on NLP, equipment and storage medium

An intelligent and basic technology, applied in instruments, character recognition, data processing applications, etc., can solve the problems of low scoring efficiency and high labor costs

Active Publication Date: 2019-10-22
ONE CONNECT SMART TECH CO LTD SHENZHEN
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] Embodiments of the present invention provide an NLP-based intelligent marking method, device, computer equipment, and storage medium to solve the problems of low marking efficiency and high labor costs caused by manual marking

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  • Intelligent scoring method and device based on NLP, equipment and storage medium
  • Intelligent scoring method and device based on NLP, equipment and storage medium
  • Intelligent scoring method and device based on NLP, equipment and storage medium

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Embodiment Construction

[0030] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are some of the embodiments of the present invention, but not all of them. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of the present invention.

[0031] see figure 1 , figure 1 The application environment of the NLP-based intelligent marking method provided by the embodiment of the present invention is shown. The NLP-based intelligent marking method is applied in the scene of intelligent marking of test question images after the test. The intelligent marking scenario includes a server and a management end, wherein the server and the management end are connected through the network. After the s...

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Abstract

The invention discloses an intelligent scoring method and device based on NLP, equipment and a storage medium. The method comprises the steps: acquiring a test question image to be scored; using an optical character recognition mode; identifying the test question image; obtaining identified content, dividing according to a preset statement division mode; performing statement segmentation on the identification content; obtaining each basic statement contained in the identification content; using an N-Gram model, performing content correction on each basic statement; obtaining a target text corresponding to each basic statement; finally, using a natural language semantic recognition mode, performing semantic recognition on each target text, to obtain the target semantics of each target text,and determine the comprehensive score corresponding to the test question image according to the target semantics. Character recognition is carried out through the test question image, test question review is carried out on the recognized characters in a natural language recognition mode, the scoring efficiency is improved, and the labor cost is saved.

Description

technical field [0001] The present invention relates to the field of natural language processing, in particular to an NLP-based intelligent marking method, device, equipment and storage medium. Background technique [0002] With the vigorous development of the economy and the rapid progress of science and technology, people's living conditions are getting better and better, but the accompanying pressure of competition is also increasing. In order to help employees quickly improve their skills and stand out from many competitors, the more More and more companies or institutions start to conduct regular learning and training, and take exams after the training in order to test the effect of learning and training. Therefore, the topic of exams has become a common theme in people's lives. [0003] After the exam, it is necessary to grade the test paper to obtain a test score, which is used as an assessment index of learning effect. When reviewing subjective questions, because eac...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/32G06K9/72G06F17/27G06Q50/20
CPCG06Q50/20G06V20/63G06V10/768G06V30/10G06F40/289G06F40/30
Inventor 夏新
Owner ONE CONNECT SMART TECH CO LTD SHENZHEN
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