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Semantic analysis method based on emoji

A semantic analysis and emoji technology, applied in semantic analysis, still image data retrieval, special data processing applications, etc., can solve the problems that emoji emoticons cannot recognize specific meanings, emoji emoticons and interpretation comparison tables cannot be accurately formed, etc. , to achieve the effect of reducing the difficulty of understanding and easy and convenient use

Active Publication Date: 2020-02-07
SICHUAN CHANGHONG ELECTRIC CO LTD
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AI Technical Summary

Problems solved by technology

[0009] The purpose of the present invention is to provide a semantic analysis method based on emoji, which is used to solve the problem that in the prior art, Unicode code table recognition intelligently distinguishes emoji emoticons that cannot identify specific meanings, and emoji emoticons and interpretation comparison tables cannot accurately form a can problem understanding phrases

Method used

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  • Semantic analysis method based on emoji

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Embodiment 1

[0028] combined with figure 1 Shown, a kind of semantic parsing method based on emoji, described method comprises the following steps:

[0029] Step 1: Use crawler technology to crawl the text data of speech posts in various Internet forums, establish an emoji emoticon text data collection and storage platform, collect text content containing emoji for word segmentation, and process emoji emoticons as a single phrase;

[0030] Step 2: Divide the collected text data into a training set and a test set. The test set is a text segment containing emoji emoticons that have been interpreted, the training set is a text segment of emoji emoticons to be interpreted, and the test set is a random amount of collected data. 20% of the draw;

[0031] Step 3: Establish an algorithm model, train the data divided in step 2 to obtain a semantic analysis model, and apply the semantic analysis model to the newly collected text to obtain the analysis results of the emoji emoticons in the text, inc...

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Abstract

The invention discloses a semantic parsing method based on emoji, and the method comprises the steps: 1, building an emoji emotion icon text data collection and storage platform, collecting text contents containing emoji for word segmentation, and enabling emoji emotion icons to serve as single word groups for processing; 2, dividing the acquired text data into a training set and a test set; and 3, establishing an algorithm model, training the data divided in the step 2 to obtain a semantic analysis model, and applying the semantic analysis model to a newly acquired text to obtain an analysisresult of the emoji emoticons in the text. The problems that in the prior art, emoji emoticons cannot be recognized through Unicode code table recognition intelligent distinguishing, and an understandable phrase cannot be accurately formed by emoji emoticons and a paraphrasing comparison table are well solved.

Description

technical field [0001] The invention relates to the fields of emoji parsing and semantic analysis, specifically, an emoji-based semantic parsing method. Background technique [0002] Emoji, that is, emoji, is a visual emotional symbol used in wireless communication in Japan. Drawing refers to pictures, and text refers to characters. It can be used to represent a variety of expressions, such as smiling faces for laughing, cakes for food, etc., and gradually became popular and network and mobile phone user groups. Unicode is a character encoding scheme developed by international organizations that can accommodate all characters and symbols in the world. The range of emoji in Unicode encoding is E63E to E757, and there are fixed eigenvalues ​​to represent emoji characters. [0003] With the gradual popularization of the Internet, more and more Internet users use emoji emoticons in forums or communication software, and some users use pure emoji emoticons to write text content. ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/58G06F40/30G06F16/951
CPCG06F16/58G06F16/951
Inventor 梁敏唐军
Owner SICHUAN CHANGHONG ELECTRIC CO LTD
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