JP2019154870A - Diathesis identification system and generation method of database used therefor - Google Patents

Abstract

An object of the present invention is to provide an identification system capable of easily identifying the constitution and skin condition of a subject. Kind Code: A1 A body suit for measuring worn by a subject to obtain the body data of the subject, and information on the constitution and / or information on the properties of the skin whose correlation coefficient with the body data exceeds a predetermined value. The database 20 stored in association with the data, the body data of the subject obtained from the measuring body-suit 402 and the stored data stored in the database 20 are compared, and a constitution having a correlation with the body data of the subject is obtained. An identification unit 101 for identifying at least one of the properties of the skin. Simply by wearing the measuring body-suit 402 by the subject, the subject's body data is measured, and the physical properties and skin properties corresponding to the body data are identified. The subject's constitution and skin condition can be easily identified. [Selection diagram] Fig. 1

Description

  The present invention relates to an identification system for identifying a constitution or skin condition of a subject and a method for creating a database used therefor, so that the constitution of a subject can be easily identified.

Patent Document 1 below describes a system for conducting a questionnaire requesting answers to a plurality of questions to a subject and determining the constitution of the subject from the questionnaire results.
In this document, the constitution is divided into eight types of "internal heat drying", "internal heat drying", "internal cooling and humidification", "internal cooling and drying", "external heat drying", "external heat drying", "external cooling and humidity" and "external cooling and drying". It is classified into.
As for each constitution, for example, “Internal thermo-humid constitution is born with a strong body born from the development of the skeleton and muscles. Skin trouble is caused by stagnant blood and water due to hyperfunction of the whole body and hyperactivity of the autonomic nervous system, resulting in spots (pigmentation), rough skin, dullness, reddish face and bears. " There is a strong tendency to become obese because of a relatively large amount of subcutaneous fat, a lot of light-skinned types, and a well-developed digestive system. , There is a lot of skin, reddish face, acne, etc. " There are many types, The quality is yellowish, the gastrointestinal tract and the body are weak naturally, and it is prone to coldness and fatigue. The body type and skin state related to each constitution are explained.

In China, as described in Non-Patent Document 1 below, a subject can answer 9 questions by answering 60 questions listed in the Chinese Medicine Questionnaire (CCCMQ). The constitution evaluation method to be classified is adopted as a national standard, and is used to maintain and promote the health of the people and prevent disease.
The answers to each question are: Not at all. 2. In rare cases Sometimes there is 4. Often 5. Choose from the usual ones.

The nine constitutions are peaceful quality, air quality, positive quality, negative quality, moisture quality, wet heat quality, blood quality, moodiness, and special quality.
The quality of peace is an ideal type that balances mind and body. The other 8 constitutions are unaffected.
Qi emptiness is a type in which the functional state of the body has fallen and qi is imaginary (insufficient).
The positive emptiness is a type in which positive (energy) is imaginary (insufficient), and it is easy to cool and weak to cold.
The vulva is thirsty, uplifting, and frustrating.
The moisture quality is a type that tends to accumulate metabolites.
The wet heat quality is a type in which a cold and a cold fall in the body and the discharge function is insufficient.
The blood quality is a type in which blood flow is poor and spots are likely to occur.
The depressive substance is a type that tends to sink.
The peculiarity is a hypersensitive type that easily reacts to external stimuli such as environmental factors.

The constitution of the subject who answered CCMQ is specified based on the answer result, and the subject attempts to improve the constitution by taking a lifestyle and a meal corresponding to the constitution.
In Non-Patent Document 1, the correlation between each question of CCMQ is examined.

Japanese Patent No. 5204822 WO2014 / 204323

Akihiro Yamamori et al. “Evaluation of correlation among questions and construction of BMI and age estimation models in the Japanese version of the Chinese Medical Survey Form (CCMQ-J) based on multivariate analysis”, Journal of Complementary and Alternative Medicine, Japan, Volume 13 , No. 2 (September 2016), PP. 43-56 WWW.starttoday.jp/news/20171122-3175/"Start Today, measuring bodysuit "ZOZOSUIT" will be distributed free of charge, and reservations will begin from today "

The inventor has so far investigated the correlation between constitution and skin condition.
In this survey, the subject's constitution is identified based on the CCMQ response results, and the subject's skin condition is identified through analysis using VISIA (skin measuring machine) and a questionnaire survey to classify them into Bauman skin types. The correlation between CCMQ constitution and skin condition was statistically analyzed.
Bauman skin type is a combination of oily / dry skin, sensitive / resistant skin, pigmented skin (prone to red spots and brown spots) / non-pigmented skin, wrinkled / skinned skin. The classification method is divided into 16 types.

As a result of this survey, we found the following.
The score representing the relationship between oily skin / dry skin (the higher the level of oily skin, the higher the value, and the lower the value of dry skin, the smaller the value) is positively correlated with the constitution of wet heat quality and drought quality, The higher the degree of wet heat and moisture, the more oily skin. In addition, there is a negative correlation with the blood quality and the constitution of the gastro-depressive substance, and the more the blood quality and the quality of the gas-depressive substance, the more dry the skin becomes.
The score representing the relationship between resistant skin / sensitive skin has a positive correlation with the constitution of peace quality, and the more the degree of peace quality, the more resistant skin becomes. There is a negative correlation with the other eight constitutions, and the more the degree is, the more sensitive skin becomes.
The score representing the relationship between pigmented skin / non-pigmented skin is positively correlated with the constitution of blood quality, moisture quality, wet heat quality and puerperal quality. The more the degree of constitution, the more pigmented skin. There is a negative correlation with the constitution of peace quality, and the more the degree of constitution of peace quality, the more non-pigmented skin becomes.
The score representing the relationship between wrinkled skin / skin skin has a positive correlation with the constitution of blood quality, air quality, genitality and special characteristics, and blood quality, air quality, genital quality and special characteristics The higher the quality, the more wrinkled skin.

In addition, the score of spots (stains, spots, moles) has a positive correlation with the constitution of peace quality, and decreases as the level of peace quality progresses. In addition, it has a negative correlation with the constitutions of drought quality, wet heat quality, air quality, blood quality, air quality and vulgarity.
Regarding the texture of the skin, it has a rough skin texture in the soot-humidity and heat-and-heat constitution, and has a flat skin texture in the positive and bloody constitution.
With regard to pores, the soot-humidity and heat-and-humidity tend to have large pores, and the bloody and positive-defective tendencies tend to have good pores.
Regarding the UV spot, the UV spot tends to be easily formed in the negative constitution, and the UV spot tends to be difficult in the blood constitution.
With regard to brown spots, there is a tendency to have brown spots in constitutions of peace, air quality, blood quality, depression, vulgarity and drought quality, and there is a tendency for brown spots to be less in positive emptiness. is there.
Regarding red spots, red and red tendencies tend to be more red in reddish and dark structures, whereas red spots tend to be less red in positive and negative structures.
With regard to porphyrins that cause spots on acne scars, the content of porphyrins tends to be high in the heat and heat constitution, and the porphyrin content tends to be low in the constitutions of peacefulness, virulence, bloody and depression.
Based on such correlation, it is possible to predict a constitution from the state of the skin or to predict a skin state from the constitution.

  However, it takes a considerable amount of time and labor to specify the constitution based on the answer of CCMQ and to specify the skin state based on the answer status of the questionnaire and the measurement result of the skin measuring machine.

  The present invention was devised in view of such circumstances, and an object thereof is to provide an identification system that can easily identify a subject's constitution and skin condition, and to provide a method for creating a database used therefor. .

The present invention is an identification system for identifying at least one of a subject's constitution and skin properties, and a correlation coefficient between a body-suit for measurement worn by a subject to obtain body shape data of the subject and the body shape data Information on the constitution and / or information on the skin properties exceeding the predetermined value is stored in association with the body shape data, the body shape data of the subject obtained from the body for measurement, and the database. An identification unit for comparing at least one of the constitution and the skin property having a correlation with the body type data of the subject,
Is provided.
In this identification system, the subject's body shape data is measured only by the subject wearing the measuring body-suit, and the constitution and skin properties corresponding to the body shape data are identified.

In the identification system of the present invention, the body data of the subject measured by the measuring body-suit is read, and the body data transmitted from the reader is received by the reading device that wirelessly transmits the body shape data. And a body size receiving unit to be sent to the identification unit.
The subject can send the body shape data read by the reader from a remote location.

Further, in the identification system of the present invention, a display unit that displays the constitution or skin property identified by the identification unit is further provided, and a comment that contributes to improvement of the constitution or skin property is also displayed on the display unit. You may make it do.
The subject can improve the constitution and the skin by looking at the display on the display unit.

  Further, the present invention is a method for creating a database used in this identification system, a constitution determination step for determining responses of constitution subjects for a plurality of subjects, and determining constitutions of each subject, In order to obtain the body shape data of each subject, the body data acquisition step for obtaining the body shape data of each subject by attaching the body-suit for measurement to each subject, and the body shape data obtaining step A constitutional coefficient calculating step for calculating a correlation coefficient between the physical form data of a plurality of subjects and the constitutional data obtained by quantifying the constitutions of the plurality of subjects determined in the constitution determining step; and a correlation coefficient between the physical form data And a database creation step of recording information on the constitutional data that exceeds a predetermined value in the database in association with the body type data.

In the database creation method of the present invention, the skin condition evaluation step for evaluating the skin properties of a plurality of subjects based on the skin measurement results or the survey results of the questionnaire survey, and the body shape data of the plurality of subjects. In order to obtain the body data for each subject, a body shape data acquisition step for obtaining the body shape data of each subject, and the body data of the plurality of subjects obtained in the body shape data acquisition step. The correlation coefficient between the skin correlation calculation step for calculating the correlation coefficient between the skin data obtained by quantifying the skin states of the plurality of subjects evaluated in the skin condition evaluation step, and the correlation coefficient between the body type data exceeds a predetermined value A database creation step of recording information on the skin data in the database in association with the body type data;
Is provided.
In these methods, since the subject's body shape data can be easily obtained, the database creation time can be shortened.

  In the identification system of the present invention, the constitution and skin condition of the subject can be easily identified. Moreover, in the database creation method of this invention, the creation time of the database used for an identification system can be shortened.

The block diagram which shows the structure of the identification system which concerns on embodiment of this invention. The figure which shows the bodysuit for measurement of FIG. The figure which shows the cloth-like sensor of FIG. The flowchart which shows the preparation procedure of the information stored in the database of FIG. The figure which shows typically the relationship between body type data, constitution and skin

FIG. 1 shows a system for identifying constitution and skin properties according to an embodiment of the present invention.
This system includes an identification device 10 for identifying a subject's constitution and skin condition from the subject's body shape data, a database 20 in which information used for this identification is accumulated, and stored information for creating information to be accumulated in the database 20 And a creation device 21.
The accumulated information creating device 21 creates information to be accumulated in the database 20 from the body shape data, constitution information and skin information of a plurality of subjects.
The constitution of the subject is determined based on the answer entered in the CCMQ 301 by the subject. The state of the subject's skin is determined based on the result of measuring the subject's skin with the skin measuring device 302 and the result of a questionnaire survey for classifying the subject's skin into Bauman skin types.

The subject's body shape data is measured when the subject wears the bodysuit 304 for measurement.
An example of the measuring body suit 304 is described in Patent Document 2. In this body suit, as shown in FIG. 2, a large number of cloth-like sensors 52 a to 52 i are attached to the tops 53 and the bottoms 54. As shown in FIG. 3A (plan view) and FIG. 3B (side view), the cloth sensor is composed of a cloth insulator 57 and cloth electrodes 55 and 56 sandwiching the cloth insulator 57. Expansion and contraction are possible, and the capacitance between the cloth-like electrodes 55 and 56 changes due to the expansion and contraction. Conversely, if the change is detected, the change in the length of the cloth sensors 52a to 52i can be known.

As described in Non-Patent Document 2, a change in electrical characteristics of each cloth sensor when a subject wears a measuring bodysuit 304 is a reading device 303 such as a smart phone having a short-range communication function. , The reading device 303 instantaneously calculates and stores the dimensional data of every part of the subject.
The reading device 303 transmits, for example, the bust, the upper arm, the waist, the hips, the thigh, the calf, the ankle, the shoulder width, and the pelvis as body shape data of the subject to the stored information creation device 21.

  The accumulated information creation device 21 is accumulated in the data input unit 211 for inputting the body shape data, constitution and skin information of the subject, the data storage unit 212 for storing the inputted information of each subject, and the data storage unit 212. A correlation calculating unit 213 that obtains information on the constitution and skin having correlation with the body shape data using the obtained information.

The correlation calculation unit 213 calculates a correlation coefficient between the constitution data obtained by quantifying the information on the constitution of each subject and the body shape data of each subject, and the skin obtained by quantifying the information on the skin of each subject. The correlation coefficient between the data and the body type data of each subject is calculated.
The correlation coefficient has a value from +1 to -1. The calculation method of the correlation coefficient is widely known and is also described in Non-Patent Document 1.
The correlation calculation unit 213 receives information on constitutional data whose correlation coefficient with body type data exceeds a predetermined value (for example, 0.7) and information on skin data whose correlation coefficient with body type data exceeds a predetermined value. The data is stored in the database 20 in association with the body shape data.

FIG. 4 shows a procedure for creating information to be stored in the database 20.
The constitution of a plurality of subjects is determined (step 1), the skin condition of the same subject is evaluated (step 2), and body shape data of the same subject is acquired using a measuring body suit (step 3).
Using the information obtained in steps 1 to 3, a correlation coefficient between the body shape data and the body data obtained by quantifying the body structure is calculated (step 4), and the correlation coefficient is a threshold (for example, 0.7). Information on the constitutional data exceeding is recorded in the database in association with the body type data (step 5).
Further, using the information obtained in steps 1 to 3, a correlation coefficient between the body shape data and the skin data obtained by quantifying the skin state is calculated (step 6), and the correlation coefficient is a threshold value (for example, 0). .7) is recorded in the database in association with the body type data (step 7).

  On the other hand, the identification device 10 includes a body shape data receiving unit 102 that acquires body shape data of the subject from the reading device 401 that has read the body shape data of the subject through short-range communication with the bodysuit 402 for measurement worn by the subject, and body data reception. An identification unit 101 that identifies information on the constitution and skin having a correlation with the body type data received by the unit 102, and a display unit 103 that displays information identified by the identification unit 101 are provided.

When the body shape data receiving unit 102 receives the body shape data of the subject, the identification unit 101 reads information on the constitution and skin having a correlation with the body shape data from the database 20 and displays the information on the display unit 103.
At this time, information for instructing improvement of the constitution and skin may be stored in the database 20 and displayed together with the information on the constitution and skin.

Thus, in this system, as schematically shown in FIG. 5, based on the information on the body type, information on the constitution and skin having a correlation therewith is displayed. In this system, since the body shape data of the subject can be easily obtained using the body suit for measuring, the subject can easily know his / her constitution and skin condition.
In addition, the subject can transmit body type data to the identification device 10 from a remote place to know the constitution and skin condition.
In addition, the creation time of the information stored in the database of this system can be shortened by using a body suit for measuring.

  This system can also be configured by a server that holds the database 20 and a personal computer, a smart phone, or the like in which an application having the function of the identification device 10 is installed. In this case, by accessing the server through the Internet from a personal computer, a smart phone, or the like, information on the constitution and skin according to the body shape can be obtained.

  In addition, although the case where the constitution and skin information correlated with the body type data is stored in the database is described here, only one of them is stored, and only the constitution information or the skin information according to the inputted body type data May be displayed.

  The identification system of the present invention can easily know the constitution and skin condition, and can be widely used in various medical institutions, public facilities, homes, and the like.

DESCRIPTION OF SYMBOLS 10 Identification apparatus 20 Database 21 Accumulated information preparation apparatus 52 Cloth-like sensor 53 Tops 54 Bottoms 55 Cloth-like electrode 56 Cloth-like electrode 57 Cloth-like insulator 101 Constitution / skin state identification part 102 Body type data receiving part 103 Display part 211 Data input part 212 Data storage unit 213 Correlation calculation unit 301 CCCM
302 Skin Measuring Machine 303 Body Data Reading Device 304 Bodysuit for Measuring 401 Body Shape Data Reading Device 402 Bodysuit for Measuring

Claims (5)

An identification system for identifying at least one of a constitution and a skin property of a subject,
A measuring body-suit worn by the subject to obtain subject's body shape data;
A database in which information on the constitution and / or information on the properties of the skin whose correlation coefficient with the body type data exceeds a predetermined value is stored in association with the body type data;
An identification unit for comparing at least one of a constitution and a skin property having a correlation with the body shape data of the subject by comparing the body shape data of the subject obtained from the measuring body-suit and the accumulated data accumulated in the database When,
An identification system comprising: The identification system of claim 1, further comprising:
A reading device that reads the body type data of the subject measured by the body for measuring, and wirelessly transmits the body type data;
A body size receiving unit that receives the body shape data transmitted from the reader and sends it to the identification unit;
An identification system comprising: The identification system of claim 1, further comprising:
The identification system which has a display part in which the constitution or the property of the skin identified by the identification unit is displayed, and the comment contributing to the improvement of the constitution or the skin property is displayed on the display unit. A method of creating a database used in the identification system according to claim 1,
A constitution determination step for determining the constitution of each of the subjects, seeking answers to the constitution questionnaire for a plurality of subjects,
In order to obtain the body shape data of the plurality of subjects, a body shape data acquisition step for obtaining body shape data of each of the subjects by attaching a body-suit for measurement to each of the subjects,
Structure correlation calculation for calculating a correlation coefficient between the body form data of the plurality of subjects obtained in the body form data acquisition step and the body data obtained by quantifying the body structures of the plurality of subjects determined in the structure determination step Steps,
A database creation step of recording information on the constitution data in which the correlation coefficient with the body type data exceeds a predetermined value in association with the body type data and recording it in the database;
A database creation method comprising: A method of creating a database used in the identification system according to claim 1,
A skin condition evaluation step for evaluating the skin properties of a plurality of subjects based on the skin measurement results or the survey results of the questionnaire;
In order to obtain the body shape data of the plurality of subjects, a body shape data acquisition step for obtaining body shape data of each of the subjects by attaching a body-suit for measurement to each of the subjects,
A correlation coefficient between the body shape data of the plurality of subjects obtained in the body shape data acquisition step and the skin data obtained by quantifying the skin states of the plurality of subjects evaluated in the skin state evaluation step is calculated. Skin correlation calculation step;
A database creation step of recording information on the skin data in which the correlation coefficient with the body shape data exceeds a predetermined value in association with the body shape data and recording the information in the database;
A database creation method comprising: