KR101462318B1 - Apparatus and method for analyzing constitution - Google Patents

Abstract

A body mass index (BMI) is calculated by measuring a body shape of a subject, a personality index is analyzed for the subject, and a constitution analysis device for determining a constitution for the subject based on the body mass index and the personality index And methods.

Description

[0001] APPARATUS AND METHOD FOR ANALYZING CONSTITUTION [0002]

Embodiments of the present invention are directed to an apparatus and method for analyzing a person's constitution.

Numerous scholars, both East and West, have studied the human constitution. In the West, several constitutional medical researches have been conducted through Galenus under Hippocrates. Hippocrates coped with four fluids (blood, mucus, mulberry juice, black bile) and understood health and disease by balance and imbalance of body fluids.

Gallen divides human temperament into four kinds: temperate (blood, air), cholesterol (yellow bile, fire), mucus (mucus, water), depressed (black bile, soil). It is cheerful, affectionate, sociable, emotional, exciting and cheerful like air. Mucus is like cold water, static, patience strong and stubborn. The cholesterol is impatient, but brave and unrighteous. Black bile is mild, depressed, pathetic, depressed, subjective, and conservative. Gallen 's idea is that the psychology of the four psychological temperament of the 20th century psychoanalyst scholar Jung continues.

China, like the West, establishes the concept of relational correspondence and establishes relationships in response to the 5th line and the 5th color and describes the constitution of a person.

In traditional Korean constitutional medicine, there is the Sasang Constitutional Constitution, and the constitutional diagnosis of Sasang Constitution is made by comprehensively examining the outline, mind, and pathology, and distinguishing the person by the sun, lunar, lunar, and noise.

Therefore, in order to diagnose a human disease and perform appropriate treatment corresponding thereto, a clear and reliable constitution analysis is required.

It is an object of the present invention to provide an apparatus and a method for analyzing a constitution based on a human body mass index and a personality index.

One embodiment of the present invention aims at improving the reliability and validity of the sieve analysis result.

The constitution analyzing apparatus according to an embodiment of the present invention includes an exponent calculating unit for measuring a body shape of a subject and calculating a body mass index (BMI), an index analyzing unit for analyzing a personality index for the subject, And a constitution determination unit for determining the constitution of the subject based on the personality index.

According to an aspect of the present invention, the body composition determination unit may determine whether the body mass index is greater than a predetermined threshold by analyzing whether the body mass index is above a predetermined threshold.

According to one aspect of the present invention, the constitution determination unit may determine whether the personality index exceeds the scale for distinguishing the extroversion of the subject by determining whether the personality index is constitutional.

According to one aspect of the present invention, the personality index may be selected from the group consisting of the following items: stimulus seeking, risk avoidance, social sensitivity, perseverance, autonomy, solidarity, self-transcendence, negative affection, positive affection, neuroticism, And the degree of correlation with any degree of extrinsic, extrinsic, openness to experience, agreeableness, or consciousness.

According to one aspect of the present invention, the constitution may include a first constitution which is larger than that of the subject having a different physique, and the personality of the subject is intrinsic to the other subject.

According to one aspect of the present invention, the constitution may include a second constitution in which the physique of the subject is larger than that of the other subjects and the personality of the subject is extrovert compared to the other subject.

According to one aspect of the present invention, the constitution may include a third constitution in which the physique of the subject is the same or smaller than that of another subject, and the personality of the subject is intrinsic to the other subject.

According to one aspect of the present invention, the constitution may include a fourth constitution in which the physique of the subject is the same or smaller than the other subjects, and the personality of the subject is extrovert compared to the other subjects.

The method of analyzing the constitution according to an embodiment of the present invention includes the steps of calculating a body mass index (BMI) by measuring a body shape of a subject, analyzing a personality index for the subject, And determining the constitution for the subject based on the indicator.

According to an embodiment of the present invention, it is possible to provide an apparatus and method for analyzing the constitution based on a human body mass index and a personality index.

According to one embodiment of the present invention, reliability and validity of the constitution analysis result can be improved.

1 is a block diagram showing the configuration of a sieve analysis apparatus according to an embodiment of the present invention.
FIG. 2 is a graph showing a result of ROC analysis of a personality index according to an embodiment of the present invention.
FIG. 3 is a graph showing a result of ROC analysis of personality indicators according to another aspect of the present invention.
FIG. 4 is a graph showing a result of analyzing the constitution using the personality index and the BMI according to one aspect of the present invention. FIG.
5 is a flowchart illustrating a constitution analysis method according to an embodiment of the present invention.
FIG. 6 is a view showing a specific example of a constitutional analysis method according to an aspect of the present invention.
FIG. 7 is a flowchart illustrating a method of analyzing the constitution through analysis of body mass index and personality index according to one aspect of the present invention.

Hereinafter, embodiments of the present invention will be described in detail with reference to the accompanying drawings and accompanying drawings, but the present invention is not limited to or limited by the embodiments.

In the following description of the present invention, a detailed description of known functions and configurations incorporated herein will be omitted when it may make the subject matter of the present invention rather unclear. The terminology used herein is a term used for appropriately expressing an embodiment of the present invention, which may vary depending on the user, the intent of the operator, or the practice of the field to which the present invention belongs. Therefore, the definitions of these terms should be based on the contents throughout this specification.

The body mass index (BMI) is a distinguishing indicator of potency, and the extroversion within the sex can be an indicator to distinguish between the so - called and the soyangin.

The sphygmomanometer according to one aspect of the present invention can classify the constitutional type by using the body mass index and the personality index, which are representative factors of the body shape.

1 is a block diagram showing the configuration of a sieve analysis apparatus according to an embodiment of the present invention.

Referring to FIG. 1, a constitution analyzing apparatus according to an embodiment of the present invention may include an exponent calculating unit 110, an index analyzing unit 120, and a constitution determining unit 130. The index calculating unit 110 measures the body shape of the subject and calculates a body mass index (BMI). The index analyzing unit 120 analyzes the personality index for the subject, The body mass index, and the personality index.

According to one aspect of the present invention, the constitution determination unit 130 can determine the constitution by analyzing whether the body mass index exceeds a preset threshold value, and the personality index is a measure for distinguishing the exodeviation of the subject To determine whether or not it is excessive.

According to one aspect of the present invention, the personality index may be an index for analyzing the degree of the subject's stimulus seeking, risk avoidance, social sensitivity, tolerance, autonomy, solidarity, or self-transgression.

According to one aspect of the present invention, the constitution determination unit 130 can classify the constitution into various constitutions using the body mass index and the personality index.

For example, the constitution determination unit 130 may determine that the physical constitution of the subject is larger than that of the other subjects, the nature of the subject is greater than the first constitution, which is intrinsic to the other subject, A third constitution in which the personality of the object is the second constitution which is more extroverted than the other object, the third constitution in which the physique of the object is the same or smaller than the other object, the personality of the object is intrinsic to the other object, A fourth constitution which is the same or smaller than the other objects and the personality of the object is extrovert compared to the other object.

As a specific example, the first constitution may include a relaxed, introspective and meticulous nature of the subject. The person having the first constitution is more complex in color than the other person in terms of symptom characteristics, is less sweaty, hates both heat and cold, and may have a strong tendency to show symptoms.

The second constitution may include an urgent, extroverted, hairy constitution of the object. The person with the second constitution may have a red or sour complexion, a lot of sweat, a dislike of heat, and a strong tendency to rhea than the others in terms of symptom characteristics.

The third constitution may be meticulous, intrinsic, and delicate in nature. The person with the third constitution may be one who dislikes the cold, sweats less often, and has an abnormality in his / her body if he / she has an abnormality in his / her body.

The fourth constitution may include an active personality, an outgoing personality, and a fast work-up. The person with the fourth constitution may be one who dislikes the heat in comparison with other people in terms of the symptom characteristic, has a lot of heat in the body, and has constipation and appeals to the frustration.

Hereinafter, a process of selecting a reference threshold for the body mass index and a reference scale for the personality index according to one aspect of the present invention will be described.

According to one aspect of the present invention, the subjects who undergo constitutional analysis may show body mass index as shown in Table 1 according to sex and age.

TE SE SY total N Mean SD N Mean SD N Mean SD N Mean SD male
age 21 24.95 4.06 25 27.32 6.36 19 25.32 4.27 65 25.97 5.16 BMI 19 25.43 1.92 25 21.70 2.43 18 22.46 1.76 62 23.06 2.62 female
age 8 25.88 3.91 11 25.09 5.15 12 29.08 7.17 31 26.84 5.88 BMI 7 20.76 2.59 11 20.58 1.82 12 20.90 2.14 30 20.75 2.07 total
age 29 25.21 3.97 36 26.64 6.03 31 26.77 5.77 96 26.25 5.39 BMI 26 24.17 2.95 36 21.36 2.30 30 21.84 2.04 92 22.31 2.68

According to one aspect of the present invention, the personality index can be used to increase the reliability of the reference scale for determining personality indicators by performing reliability analysis, and the constitution analyzing device can be used to determine the personality of the subject based on the query / The score can be determined, and the constitution of the object can be analyzed based on the reference scale.

Table 2 below is an example of the reliability analysis of the personality index of the present invention.

Question number Cronbach's alpha Personality indicator 15 0.814

For example, the constitution analyzer was 0.814 as a result of the reliability analysis using Cronabch's α, which measures the internal consistency of the items, to measure the reliability of the personality index. Thus, the reliability of the personality index is high.

According to one aspect of the present invention, the personality index can be validated by applying a validity analysis to the reference scale for determining the personality index.

Table 3 below is an example of various indices for analyzing personality indicators and correlations.

r p r p Seeking stimulation
Risk aversion
Social sensitivity
sufferance
Autonomy
Solidarity
Self-transcendence -.621
.470
-.357
-.324
-.121
-.106
-226 .000
.000
.000
.001
.236
.304
.026 Negative Affection
Positive Affection
Neuroticism
Extraversion
Openness to experience
Agreeableness
Consciousness .067
-.171
.146
-.617
-.172
.176
.219 .515
.095
.154
.000
.091
.085
.031

The constitution analyzing apparatus can also perform a multiple regression analysis to obtain the result of the correlation analysis to examine the relationship between the personality index and other indices.

In addition, the sphygmomanometer may be used as a measure for distinguishing the constitution by analyzing the difference between the personality index and other indices according to the sasang constitution. Table 4 below shows an example of the difference according to sasang constitution.

Taeumin (a) Soothsayer (b) Soyangin (c) F p Scheffe Personality indicator
Seeking stimulation
Risk aversion
Social sensitivity
sufferance
Autonomy
Solidarity
Self-transcendence
Negative Affection
Positive Affection
Neuroticism
Extraversion
Openness to experience
Agreeableness
Consciousness 30.86 + - 6.67
41.17 ± 11.23
39.14 ± 14.45
41.48 ± 10.67
42.38 + - 10.66
44.21 + - 11.76
52.28 + - 8.48
25.52 + - 11.59
15.03 + - 7.81
13.69 ± 7.86
48.28 + - 11.54
53.24 + - 11.01
57.00 ± 9.02
52.52 + - 8.70
52.97 + - 8.03 33.69 + - 5.36
34.56 ± 9.02
43.86 ± 13.30
42.72 + 8.66
43.72 ± 9.79
48.44 ± 11.12
53.28 + - 8.76
26.33 + - 10.41
16.75 + - 7.00
13.03 ± 6.13
49.33 + - 12.80
49.56 ± 9.60
57.58 ± 7.67
54.61 + - 8.66
54.58 ± 7.63 26.90 + - 5.50
42.42 + - 9.63
37.35 + - 10.04
45.90 ± 10.87
45.42 + - 10.64
46.61 + - 9.15
64.32 + - 7.50
29.77 ± 9.89
16.77 ± 15.85
15.26 +/- 12.98
49.58 ± 12.28
55.00 + - 10.04
57.74 + - 9.82
53.00 ± 8.75
48.39 ± 7.59 11.341
6.139
2.360
1.577
.654
1.252
.457
1.395
.256
.492
.096
2.514
.059
.529
5.648 .000
.003
.100
.212
.522
.291
.634
.253
.775
.613
.909
.086
.943
.591
.005 a, b> c
a, c> b












b> c

For example, personality indicators (p <.001), stimulus seeking (p = .003 <.01), consciousness (p = .005. (M = 30.86) and noise (M = 33.69) may be higher than Soyangin (M = 26.90) and Scheffe 's after - = 41.17) and Soyangin (M = 42.42) may be higher than noise (M = 34.56) and Consciousness may be higher than noise (M = 54.58) and Soyangin (M = 48.39)

In addition, the sieve analysis apparatus can obtain the results as shown in Table 5 below when analyzing the differences according to the noise and the soybean.

Soothsayer (b) Soyangin (c) t p Personality indicator
Seeking stimulation
Risk aversion
Social sensitivity
sufferance
Autonomy
Solidarity
Self-transcendence
Negative Affection
Positive Affection
Neuroticism
Extraversion
Openness to experience
Agreeableness
Consciousness 33.69 + - 5.36
34.56 ± 9.02
43.86 ± 13.30
42.72 + 8.66
43.72 ± 9.79
48.44 ± 11.12
53.28 + - 8.76
26.33 + - 10.41
16.75 + - 7.00
13.03 ± 6.13
49.33 + - 12.80
49.56 ± 9.60
57.58 ± 7.67
54.61 + - 8.66
54.58 ± 7.63 26.90 + - 5.50
42.42 + - 9.63
37.35 + - 10.04
45.90 ± 10.87
45.42 + - 10.64
46.61 + - 9.15
64.32 + - 7.50
29.77 ± 9.89
16.77 ± 15.85
15.26 +/- 12.98
49.58 ± 12.28
55.00 + - 10.04
57.74 + - 9.82
53.00 ± 8.75
48.39 ± 7.59 -5.110
3.448
-2,230
1.310
.680
-.729
.520
1.381
.008
.877
.080
2.266
.074
-.756
-3.344 .000
.001
.029
.195
.499
.469
.605
.172
.994
.361
.936
.027
.941
.453
.001

For example, personality indicators (p <.001), stimulus seeking (p = .001 <.01), and risk avoidance (p = .029) were found to be statistically significant ), Extraversion (p = .027 <.05), Consciousness (p = .001 <.01) may be somewhat different and the personality index may be higher than the Soyangin 26.90 , And stimulus seeking may be higher than soybean 34.46 (42.42). In addition, the risk avoidance can be higher than that of Soyangin (43.86) and that of Extraversion may be higher than that of Soyangin (55.00). Consciousness may be higher than Soyangin (48.39).

In addition, the constitution analyzing apparatus can classify the noise or the soybean using the personality index.

The somatic analyzer can be proved by this bivariate logistic regression analysis to see if it can classify the sasang constitution of Sooin and Soyangin using personality index. According to the results of the analysis, it is statistically meaningful to classify the constituents of the so-called noise and the soybean using the personality index, and the accuracy of the constitution classification according to the question / answer result of the personality index is high. Table 6 below is an example of analysis of sasang constitution by personality index.

B SE OR (95% CI) p a constant
Personality indicator -6.387
.214 1.714
.055
1.239 (1.112-1.380) .000
.000 Hosmer & Lemeshow
Classification accuracy

= 5.052 p = .654
76.1%

= 5.052 p = .654
76.1%

For example, the somatic analyzer can perform this bivariate logistic regression analysis to see if it can classify the sasang constitution of Soyangin and Soeumin using the personality index. As a result of the above analysis, the personality index (p <.001) may have a significant effect on the sasang constitution classification, and when the score according to the question / answer on the personality index increases by one point, Can be analyzed as 1.239-fold increase, and classification accuracy can be shown as 76.1% when it is classified into the sasang constitution of Soyangin and Soojin by personality index.

In addition, the personality index can be determined using the ROC curve (Receiver-Operating Characteristic curve), which can be used to determine the relationship between the sensitivity and the specificity of a particular diagnostic method.

FIG. 2 is a graph showing a result of ROC analysis of a personality index according to an embodiment of the present invention.

Referring to FIG. 2, in the personality index according to one aspect of the present invention, the area under curve (AUC) can be as high as 0.816 when the ROC curve analysis is performed on the degree of classifying Soyangin and Noise.

In addition, when the personality index is analyzed using a specific score (for example, 28 points) as a basis for analyzing the ROC curve, sensitivity, and specificity, as shown in Table 7 below, It can be best classified.

From this point on, responsiveness 1 - Specificity From this point on, responsiveness 1 - Specificity 15 One One 30.5 0.778 0.29 16.5 One 0.968 31.5 0.75 0.258 17.5 One 0.935 32.5 0.639 0.194 19.5 0.972 0.935 33.5 0.583 0.161 21.5 0.972 0.839 34.5 0.556 0.129 22.5 0.944 0.806 35.5 0.444 0.032 23.5 0.917 0.71 36.5 0.306 0.032 24.5 0.917 0.581 37.5 0.278 0 25.5 0.917 0.548 38.5 0.222 0 26.5 0.889 0.484 39.5 0.083 0 28 0.861 0.387 41 0 0 29.5 0.861 0.355

For example, a constitutional analysis apparatus can classify a personality index score of less than 28 points as Soyangin and a score of 29 or more as a so-

As a concrete example, the constitution analyzing apparatus can classify the constitution as shown in Table 8 as a result of analyzing the constitution through the logistic regression analysis, assuming that the reference scale of the personality index is 29 points.

Predicted value Classification Accuracy% Soyangin Sooth all Observation value Soyangin 20 11 31 64.5 Sooth 5 31 36 86.1 all 25 42 67 76.1

As a concrete example, the constitution analysis apparatus can classify the constitution as shown in Table 9 as a result of analyzing the constitution through ROC curve analysis, assuming that the reference scale of the personality index is 28 points.

Predicted value Classification Accuracy% Soyangin Sooth all Observation value Soyangin 19 12 31 61.3 Sooth 5 31 36 86.1 all 24 43 67 74.6

In addition, the constitution analyzing apparatus can classify the taeumin or non-taeumin using the personality index.

The sieve analysis system is able to prove this by performing this bifurcated logistic regression analysis to see if it can classify the sasang constitution of Taeumin and non - Taeumin using the personality index. According to the results of the analysis, it is statistically meaningful to classify the constituents of the so-called noise and the soybean using the personality index, and the accuracy of the constitution classification according to the question / answer result of the personality index is high. Table 10 below is an example of analysis of sasang constitution by personality index.

B SE OR (95% CI) p a constant
BMI -10.596
0.424 2.631
0.113
1.528 (1.224-1.907) .000
.000 Hosmer & Lemeshow
Classification accuracy

= 13.344 p = 0.101
80.4%

= 13.344 p = 0.101
80.4%

For example, the sieve analysis system can be used to perform a bivariate logistic regression analysis to see if it can classify sagittal constitutions of Taeumin and non-Taeikin using personality indicators. As a result of the above analysis, personality index (p <.001) may have a significant effect on sasang constitution classification, and when the score according to question / answer of personality index increases by one point, The probability of classification can be analyzed to be 1.528 times. If classification is made by the personality indicator of Taeumin and non - Taejin, the classification accuracy can be 80.4%.

In addition, the personality index can be determined using the ROC curve (Receiver-Operating Characteristic curve), which can be used to determine the relationship between the sensitivity and the specificity of a particular diagnostic method.

FIG. 3 is a graph showing a result of ROC analysis of personality indicators according to another aspect of the present invention.

Referring to FIG. 3, the personality index according to one aspect of the present invention shows a high AUC (Area Under Curve) of 0.781 when ROC curve analysis is performed on the degree of classifying the taeeumin and non-taeeumin class.

In the case of analyzing the body mass index based on a specific numerical value (for example, 23.5), the constitution of the subject is the best Can be classified.

BMI responsiveness 1-Specificity BMI responsiveness 1-Specificity BMI responsiveness 1-Specificity 15.2970 1,000 1,000 21.2510 0.808 0.606 23.1055 0.731 0.167 16.8940 0.962 1,000 21.3425 0.808 0.591 23.2325 0.731 0.152 17.5620 0.962 0.985 21.4120 0.808 0.576 23.3570 0.692 0.152 18.0580 0.962 0.970 21.4695 0.808 0.561 23.3995 0.654 0.152 18.5075 0.962 0.955 21.5985 0.808 0.545 23.4920 0.654 0.136 18.5475 0.962 0.939 21.6990 0.808 0.530 23.5735 0.654 0.121 18.7540 0.962 0.924 21.7135 0.808 0.515 23.7495 0.654 0.106 18.9495 0.923 0.924 21.7215 0.808 0.500 23.9070 0.615 0.106 18.9940 0.923 0.909 21.7380 0.808 0.485 24.0830 0.577 0.106 19.0430 0.923 0.894 21.7785 0.808 0.470 24.2695 0.538 0.106 19.0800 0.923 0.879 21.8075 0.808 0.455 24.3225 0.538 0.091 19.1225 0.923 0.864 21.8195 0.808 0.439 24.3935 0.500 0.091 19.1535 0.923 0.848 21.8320 0.808 0.424 24.4400 0.500 0.076 19.1810 0.923 0.833 21.9085 0.808 0.409 24.5805 0.462 0.076 19.2985 0.923 0.818 22.0190 0.769 0.409 25.0415 0.462 0.061 19.4595 0.923 0.803 22.0665 0.769 0.394 25.3770 0.462 0.045 19.5420 0.923 0.788 22.1320 0.731 0.394 25.4055 0.423 0.045 19.7045 0.923 0.773 22.2600 0.731 0.379 25.4330 0.385 0.045 19.8900 0.923 0.758 22.3640 0.731 0.364 25.4600 0.346 0.045 19.9460 0.923 0.742 22.4345 0.731 0.348 25.5275 0.308 0.045 20.0065 0.923 0.727 22.5180 0.731 0.333 25.6420 0.308 0.030 20.0755 0.923 0.712 22.5650 0.731 0.318 25.7495 0.269 0.030 20.1955 0.923 0.697 22.6505 0.731 0.303 25.8475 0.269 0.015 20.3185 0.923 0.682 22.7515 0.731 0.288 26.1330 0.231 0.015 20.4155 0.923 0.667 22.7880 0.731 0.273 26.3835 0.192 0.015 20.5070 0.923 0.652 22.8905 0.731 0.258 26.8940 0.154 0.015 20.5835 0.885 0.652 22.9905 0.731 0.242 27.6475 0.115 0.015 20.6745 0.885 0.636 23.0105 0.731 0.227 28.1355 0.077 0.015 20.7275 0.885 0.621 23.0335 0.731 0.212 28.6660 0.038 0.015 20.9135 0.885 0.606 23.0700 0.731 0.197 29.2570 0.000 0.015 21.1400 0.846 0.606 23.0935 0.731 0.182 30.5390 0.000 0.000

For example, the sieve analysis apparatus can classify the constitution as shown in Table 12 as a result of analyzing the constitution through a logistic regression analysis, assuming that the threshold value of the BMI is 25.

Predicted value Classification Accuracy% Taeumin Non-Taein all Observation value Taeumin 12 14 26 46.2% Non-Taein 4 62 66 93.9% all 16 76 92 80.4%

In addition, the sieve analysis apparatus can classify the constitution as shown in Table 13 as a result of analyzing the constitution through the ROC curve analysis, assuming that the threshold of the BMI is 23.5.

Predicted value Classification Accuracy% Taeumin Non-Taein all Observation value Taeumin 17 9 26 65.4% Non-Taein 9 57 66 86.4% all 16 76 92 80.4%

The constitution analyzing apparatus can classify the constitution of the subject using the body mass index and the personality index. For example, in the constitution analysis apparatus, the body mass index thresholds for discriminating between the taimians were set at 25 and 23.5, respectively, and the reference measures of the personality index for distinguishing the so-called person and the soybean were set at 28 and 29, &Lt; RTI ID = 0.0 &gt; and 15, &lt; / RTI &gt;

Logistic Regression Analysis Classification
Classification Point: BMI = 25, Personality Indicator = 29 BMI down 25 BMI up 25 Personality indicator down 29 Personality indicator down 29 Lunacy 7 Lunacy 4 noise 4 noise One quality 17 quality 3 total 28 total 8 BMI down 25 BMI up 25 Personality indicator up 29 Personality indicator up 29 Lunacy 7 Lunacy 8 noise 31 noise 0 quality 10 quality 0 total 48 total 8

Classification using ROC-Curve
Classification Point: BMI = 23.5, Personality Indicator = 28 BMI down 23.5 BMI up 23.5 Personality indicator down 28 Personality indicator down 28 Lunacy 5 Lunacy 5 noise 4 noise One quality 15 quality 4 total 24 total 10 BMI down 23.5 BMI up 23.5 Personality indicator up 28 Personality indicator up 28 Lunacy 4 Lunacy 12 noise 29 noise 2 quality 9 quality 2 total 42 total 16

FIG. 4 is a graph showing a result of analyzing the constitution using the personality index and the BMI according to one aspect of the present invention. FIG.

As a result of analyzing the constitution using the personality index and body mass index, the constitution analyzing apparatus can obtain a uniform distribution group for each of taeeumin, noise, and soybean as shown in Fig.

Hereinafter, a constitution analysis method according to an embodiment of the present invention will be described.

5 is a flowchart illustrating a constitution analysis method according to an embodiment of the present invention.

Referring to FIG. 5, a constitution analyzing apparatus according to an embodiment of the present invention measures a body shape of an object, calculates a body mass index (BMI) (510), analyzes a personality index for the subject (520) , The body mass index, and the personality index (step 530).

FIG. 6 is a view showing a specific example of a constitutional analysis method according to an aspect of the present invention.

6, the constitution analyzing apparatus can calculate the body mass index by measuring the body shape of the subject (610, 620), and the personality index is analyzed through the personality index questionnaire prepared by the subject to obtain the result value of the personality index (630, 640).

The sphygmomanometer may comprehensively analyze the body mass index and the result of the personality index, and may determine the constitution of the subject according to the analysis result (650). For example, the constitution analyzing apparatus can classify the subject into any one of a first constitution to a fourth constitution based on a result of comparing the body mass index and the personality index with respective thresholds and a reference scale.

FIG. 7 is a flowchart illustrating a method of analyzing the constitution through analysis of body mass index and personality index according to one aspect of the present invention.

Referring to FIG. 7, the constitution analyzing apparatus analyzes the result of comparing the body mass index of a subject with a preset threshold value (alpha) and the result of comparing the personality index of the subject with a predetermined reference scale (beta) The constitution of the subject can be classified (710, 720, 730).

For example, if the body mass index of the subject is higher than the threshold value and the score of the personality index is higher than the reference scale, the constitution analyzing apparatus may be configured such that the body is larger than the other subjects and the personality- (740).

Also, when the body mass index of the subject is higher than the threshold value and the score of the personality index is lower than the reference scale, the constitution analyzing apparatus is classified into the second constitution in which the body is larger than the other objects and the personality is extrovert (750).

In addition, in the constitution analyzing apparatus, when the body mass index of the subject is lower than the threshold value and the score of the personality index is higher than the reference scale, the third constitution which is the same or smaller than the other persons and whose personality is intrinsic (760).

In addition, in the constitution analyzing apparatus, when the body mass index of the subject is lower than the threshold value and the score of the personality index is lower than the reference scale, the fourth constitution which is the same or smaller than the other subjects and whose personality is extroverted (770).

The apparatus for analyzing the constitution according to an embodiment of the present invention can provide an apparatus and a method for analyzing the constitution on the basis of the body mass index and the personality index of a person and can improve the reliability and validity of the constitution analysis result.

The method according to an embodiment may be implemented in the form of a program command that can be executed through various computer means and recorded in a computer-readable medium. The computer-readable medium may include program instructions, data files, data structures, and the like, alone or in combination. The program instructions to be recorded on the medium may be those specially designed and configured for the embodiments or may be available to those skilled in the art of computer software. Examples of computer-readable media include magnetic media such as hard disks, floppy disks and magnetic tape; optical media such as CD-ROMs and DVDs; magnetic media such as floppy disks; Magneto-optical media, and hardware devices specifically configured to store and execute program instructions such as ROM, RAM, flash memory, and the like. Examples of program instructions include machine language code such as those produced by a compiler, as well as high-level language code that can be executed by a computer using an interpreter or the like. The hardware devices described above may be configured to operate as one or more software modules to perform the operations of the embodiments, and vice versa.

While the present invention has been particularly shown and described with reference to exemplary embodiments thereof, it is to be understood that the invention is not limited to the disclosed exemplary embodiments. For example, it is to be understood that the techniques described may be performed in a different order than the described methods, and / or that components of the described systems, structures, devices, circuits, Lt; / RTI &gt; or equivalents, even if it is replaced or replaced.

Therefore, other implementations, other embodiments, and equivalents to the claims are also within the scope of the following claims.

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Claims (17)

An exponent calculating unit for calculating a body mass index (BMI) by measuring a body shape of the subject;
An index analyzer for analyzing the personality index based on the results of the interview on the subject, the analysis using the subject's sensitivity and specificity information for diagnosis; And
Determining whether the body mass index exceeds a predetermined threshold and whether the personality index exceeds a predetermined reference criterion of the subject; and determining, based on the determination, the constitution of the subject as either of the first to fourth constitutions The constitution judgment section judging as one - the above decision is about the correlation with the index related to the constitution analysis by performing the multiple regression analysis diagram -
(2). delete delete The method according to claim 1,
The personality index,
This study was designed to investigate the relationship between perceived motivation, risk avoidance, social sensitivity, tolerance, autonomy, solidarity, self-transcendence, negative affect, positive affect, neuroticism, extrinsic, ), Softness (Agreeableness), or self-awareness (Consciousness). The method according to claim 1,
Wherein the first sieving comprises:
Wherein the body mass index of the subject is higher than the predetermined threshold, and the personality index of the subject is higher than the predetermined reference scale. The method according to claim 1,
Wherein the second sieving comprises:
Wherein the body mass index of the subject is higher than the predetermined threshold and the personality index of the subject is lower than the predetermined reference scale. The method according to claim 1,
The third constitution comprises
Wherein the body mass index of the subject is lower than the predetermined threshold and the personality index of the subject is higher than the predetermined reference scale. The method according to claim 1,
Wherein the fourth constitution comprises:
Wherein the body mass index of the subject is lower than the predetermined threshold, and the personality index of the subject is lower than the predetermined reference scale. Calculating a body mass index (BMI) by measuring a body shape of the subject;
Analyzing a personality indicator based on a result of an inquiry about the subject, the analysis including sensitivity and specificity information of the subject for diagnosis; And
Determining whether the body mass index exceeds a predetermined threshold and whether the personality index exceeds a predetermined reference criterion of the subject; and determining, based on the determination, the constitution of the subject as either of the first to fourth constitutions The decision is made on the relationship between the index related to the constitution analysis and the multiple regression analysis.
&Lt; / RTI &gt; delete delete 10. The method of claim 9,
The personality index,
This study was designed to investigate the relationship between perceived motivation, risk avoidance, social sensitivity, tolerance, autonomy, solidarity, self-transcendence, negative affect, positive affect, neuroticism, extrinsic, ), Tenderness (Agreeableness), or self-awareness (Consciousness). 10. The method of claim 9,
Wherein the first sieving comprises:
Wherein the body mass index of the subject is higher than the predetermined threshold, and the personality index of the subject is higher than the predetermined reference scale. 10. The method of claim 9,
Wherein the second sieving comprises:
Wherein the body mass index of the subject is higher than the predetermined threshold and the personality index of the subject is lower than the predetermined reference scale. 10. The method of claim 9,
The third constitution comprises
Wherein the body mass index of the subject is lower than the predetermined threshold and the personality index of the subject is higher than the predetermined reference scale. 10. The method of claim 9,
Wherein the fourth constitution comprises:
Wherein the body mass index of the subject is lower than the predetermined threshold and the personality index of the subject is lower than the predetermined reference scale. A computer-readable recording medium recording a program for performing the method according to any one of claims 9 to 12.

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