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Method and device for intelligently correcting input information

An input information and intelligent technology, applied in the field of communication, can solve problems such as low error correction rate and no consideration of input information context, semantic context, etc., and achieve the effect of improving error correction efficiency and error correction rate

Inactive Publication Date: 2017-03-22
CHANGSHA JUNGE SOFTWARE CO LTD
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Problems solved by technology

[0004] The present invention provides a method and device for intelligent error correction of input information to solve the existing technical problem that the context semantic context of the input information is not considered when correcting input information, resulting in low error correction rate

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  • Method and device for intelligently correcting input information
  • Method and device for intelligently correcting input information

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Embodiment Construction

[0046] The embodiments of the present invention will be described in detail below with reference to the accompanying drawings, but the present invention can be implemented in many different ways defined and covered by the claims.

[0047] refer to figure 1 , a preferred embodiment of the present invention provides a method for intelligently correcting input information, including:

[0048] Step S101, collecting context word segmentation sequences of training samples, wherein the training samples include wrong word segmentation and non-wrong word segmentation training samples;

[0049] Step S102, extracting the feature vector of the training sample based on the training sample and the word vector of the context word segmentation sequence of the training sample;

[0050] Step S103, training a classifier according to the feature vector to obtain an error detection model;

[0051] Step S104, according to the error detection model, it is judged whether the input information to be...

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Abstract

The invention provides a method and a device for intelligently correcting input information. According to the method comprising the steps of collecting a context word segmentation sequence of a training sample; extracting a feature vector of the training sample based on the training sample and a word vector of the context word segmentation sequence of the training sample; acquiring an error detection model according to a feature vector training classifier; and judging whether the input information to be detected comprises wrong word segmentation according to the error detection model, and if yes, correcting the wrong word segmentation, the technical problem that an error correction rate is not high due to the fact that the semantic context of the input information is not considered during existing correction on the input information is solved, intelligent correction on the input information by using the error detection model is achieved, and error correction efficiency and the error correction rate are improved.

Description

technical field [0001] The invention relates to the field of communication technology, in particular to a method and device for intelligently correcting input information. Background technique [0002] With the development of technologies such as computers and the Internet, a lot of people's daily work and entertainment are carried out on computers, and users frequently need to input information through computers to complete human-computer interaction. However, the user may have some errors in the process of inputting words, such as typos, omissions, multiple words, and so on. [0003] In response to this problem, the application document CN201110079202 proposes an error correction method and system for word input, which uses a dictionary in the current context to segment the input information (for example, for Chinese, each syllable is a word ), check whether there are word segmentation fragments, or whether there are input fragments that have not appeared in the dictionar...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F3/023G06K9/62
CPCG06F3/0233G06F18/2411
Inventor 陈包容
Owner CHANGSHA JUNGE SOFTWARE CO LTD
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