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Data processing method and system based on physique test host

A data processing system and physical fitness testing technology, applied in patient-specific data, health index calculation, computer components, etc., can solve the problems of inaccurate physical fitness testing and inaccurate classification of physical fitness data, and achieve the effect of reducing computational complexity.

Inactive Publication Date: 2020-06-23
HUAIAN COLLEGE OF INFORMATION TECH
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] To sum up, the problems existing in the prior art are: the existing data processing method based on the physical fitness test host is inaccurate for physical fitness detection; at the same time, the classification of physical health data is inaccurate

Method used

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  • Data processing method and system based on physique test host
  • Data processing method and system based on physique test host

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0079] The detection method of the constitution detection module 1 provided by the present invention is as follows:

[0080] (1) Enter the questionnaire data filled in by the user through the survey program.

[0081] (2) The original score and conversion score of each test item in the statistical questionnaire data, and calculate the total score of the user:

[0082] Raw Score = Scores for each item added.

[0083] Conversion score=[(original score-number of entries) / (number of entries×4)]×1002.

[0084] Total Score = Raw Score + Conversion Score.

[0085] (3) Judging the user's physique according to the total score calculated in step (2).

[0086] The questionnaire in step (1) provided by the present invention includes yang-deficiency constitution test, yin-deficiency constitution test, qi-deficiency constitution test, phlegm-dampness constitution test, damp-heat constitution test, blood stasis constitution test, special endowment constitution test, qi stagnation constitut...

Embodiment 2

[0097] Provided by the present invention is connected with the physical fitness detection module 1 and the main control module 3, and is used to transfer the data transmission module 2 to the data information of the main control module 3 through the data transmission equipment, as follows:

[0098] The collected data information related to physique is preprocessed, and the data information related to physique is modulated.

[0099] Extract useful information from the modulated signal; design the recognizer according to the extracted information; after the design of the recognizer is completed, transmit the data.

[0100] The process of preprocessing the collected data information related to physical fitness is as follows:

[0101] Make wavelet changes on the data that needs to be transmitted related to physique, and obtain the wavelet coefficients of the physique data; perform threshold processing on the wavelet coefficients of the obtained physique data, and obtain the corres...

Embodiment 3

[0107] Health data classification module 6 classification methods provided by the present invention are as follows:

[0108] 1) Classification data preprocessing: reduce or remove noise and process missing values ​​for the data before classification through the data processing program, and use the neural network to normalize the data.

[0109] 2) Neighbor classification of data: Given a specific classification sample, find out the top K nearest neighbors from the data set, and then determine the category of the sample according to the categories of these neighbors.

[0110] 3) feature selection: sort according to the weight of feature words, select words with larger weights as the feature words of the data, reduce the dimension of the text representation vector, thereby reducing the computational complexity of the computer;

[0111] 4) Establishment of document database: According to the requirements of data indexing and dynamic query, a storage database is established in the ...

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Abstract

The invention belongs to the technical field of physique test, and discloses a data processing method and system based on a physique testing host, and the data processing system based on the physiquetesting host comprises a physique detection module, a data transmission module, a main control module, a data statistics module, a data comparison module, a health data classification module, a healthevaluation module and a display module. The physique condition of a detected person is rapidly obtained through the physique detection module; meanwhile, the health data classification module is combined with the characteristics of medical health information data, the improved feature extraction algorithm is operated, and the feature word weight of the medical health information is calculated more reasonably, so that feature selection is more accurate, an incremental learning method is introduced into the feature extraction process according to the dynamic change characteristics of the medical health information, the problem of dynamic change of a training text set is solved, and the training classification accuracy is improved.

Description

technical field [0001] The invention belongs to the technical field of physical fitness testing, and in particular relates to a data processing method and system based on a physical fitness testing host. Background technique [0002] The physical fitness test is based on the concept of physical fitness, and the content of the test should include four major qualities: physical shape, physical function, physical quality and psychological quality. There is no requirement for the measurement of psychological quality, but with the development of society, the test of psychological quality will become an indispensable part of the physical fitness test. However, the existing data processing method based on the physical fitness test host is inaccurate for physical fitness detection; at the same time, it is inaccurate for the classification of physical health data. [0003] To sum up, the problems existing in the prior art are: the existing data processing method based on the physica...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G16H50/30G16H10/60G06K9/62
CPCG16H50/30G16H10/60G06F18/23G06F18/24147
Inventor 赵立秋
Owner HUAIAN COLLEGE OF INFORMATION TECH
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