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Data semantic processing method

A semantic processing and data technology, applied in the direction of electrical digital data processing, special data processing applications, instruments, etc., can solve the problems that cannot meet the needs of training exercises that cannot meet the combination of virtual and real

Inactive Publication Date: 2014-07-09
ACADEMY OF ARMORED FORCES ENG PLA
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Problems solved by technology

[0004] Obviously, this mode cannot meet the needs of training exercises combining virtuality and reality. Therefore, how to automatically obtain semantic classification information, form a dynamic analysis and processing mode, and realize automatic classification processing of sentences based on semantic information-oriented free text conversion format commands is a technology that needs to be solved at present. question

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Embodiment Construction

[0051] In order to make the purpose, content and advantages of the present invention clearer, the specific implementation manners of the present invention will be further described in detail below in conjunction with the accompanying drawings. The following is used to illustrate the present invention, but not to limit the scope of the present invention.

[0052]The present invention provides a semantic information-oriented sentence automatic classification processing mode method for free text conversion format commands, which improves the efficiency of free text conversion format command data processing, avoids the troubles caused by keyword activation methods, and realizes high intelligence. The key and foundation of the modernized key information extraction and reorganization method.

[0053] The schematic flow chart of the embodiment of the present invention is as figure 1 As shown, the data semantic processing method in the embodiment of the present invention includes the...

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Abstract

The invention provides a data semantic processing method. The data semantic processing method can automatically obtain sematic classified information, form into dynamic analysis processing mode and achieve statement automatic classified processing which faces to a free text transformation format command and is based on semantic information. The data semantic processing method comprises dividing obtained texts to be statements and numbering obtained statements through dividing; constructing an LDA (Latent Dirichlet Allocation) model according to dividing; solving through a Gibbs algorithm to obtain theme distribution of statements and vocabulary distribution of themes in the LDA model; computing theme membership degree values of the statements; confirming categories to which the statements belong according to the theme membership degree values of the statements and outputting category results according to corresponding statement sequence numbers.

Description

technical field [0001] The invention relates to the field of sentence processing, in particular to a data semantic processing method. Background technique [0002] Military simulation training has special advantages in many aspects, and is one of the important symbols of military modernization. The military of various countries has focused on research and development. With the development of military simulation training technology, the intelligence level of various equipment has been continuously improved. The expression, analysis and processing of semantics, as the basis of intelligent processing of military simulation training, has also been paid more and more attention. How to extract, express, analyze and process the semantics involved in military simulation training is the basis of various military simulation training intelligence. In view of the important role of people in various military simulation training, it is particularly necessary to focus on semantic analysi...

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Application Information

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IPC IPC(8): G06F17/27
Inventor 李颖张全孙岩袁毅王青海何国良吴迪韦向峰
Owner ACADEMY OF ARMORED FORCES ENG PLA
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