JP2019083875A - Skin condition evaluation system, skin condition evaluation method, skin condition evaluation program, and composition for skin evaluation - Google Patents

Abstract

To provide a skin condition evaluation system that can effectively use subjectivity of a subject for a qualitative condition of the skin so as to evaluate a skin condition of the subject.SOLUTION: A skin condition evaluation system includes: a condition recognition unit 21 for recognizing information indicating subjectivity of a user on one or both of a condition of the skin to which a coating agent is applied and a condition of the hand, which is the application source, of the user after the coating agent is applied to the skin of the user by hand, which is input through input units 32, 33, and 34; and an evaluation execution unit 22 for executing evaluation on the skin of the user to which the coating agent is applied according to a predetermined criterion based on the information recognized by the condition recognition unit 21.SELECTED DRAWING: Figure 2

Description

  The present invention relates to a skin condition evaluation system, a skin condition evaluation method, a skin condition evaluation program, and a composition for skin evaluation.

  In the case of evaluating the skin condition of a subject, there is known a technique for taking into account the subjectivity of the skin condition of the subject obtained through a questionnaire or the like (see, for example, Patent Document 1).

  In the technology of Patent Document 1, it is known that a subject's response to the degree of skin dryness is used as an input of a system for determining the skin condition.

Japanese Patent Publication No. 2010-515489

  However, if the subject is not familiar with the condition of the skin, the subject's subjectivity to the skin is in fact the subject's subjectivity to the skin when the subject is allowed to input qualitative information on dryness etc. instead of quantitative information like the number of acne. The subject's physical condition of the subject may not be correlated with the subject's physical condition, and the subject's subjectivity against the skin can not always be used as useful information for evaluation of the subject's skin condition.

  In order to solve such problems, the present invention provides a skin condition evaluation system, a skin condition evaluation method, and a skin condition, which can effectively use the subjectivity of the subject for the qualitative condition of the skin for evaluation of the subject's skin condition. The first object is to provide an evaluation program.

  Another object of the present invention is to provide a composition for evaluation of skin condition that is useful for effectively utilizing the subject's subjectivity with respect to the qualitative condition of the skin.

The skin condition evaluation system according to one aspect of the present invention configured in view of the first object of the present invention is
An input unit for receiving input of information;
Regarding one or both of the condition of the user's skin and the condition of the user's hand of the application source after the application when the application is applied to the user's skin by hand, which is input through the input unit A state recognition unit that recognizes information indicating the subjectivity of the user;
The information processing apparatus may further include an evaluation execution unit that performs an evaluation on the skin of the user of the application destination in accordance with a predetermined standard based on the information recognized by the state recognition unit.

  According to the study of the present inventors, the user's subjectivity concerning the condition of the user's skin at the application destination and the condition of the user's hand at the application source when the application was applied by hand to the user's skin It was found that the correlation with the skin condition of the user of the application destination was higher than when the application agent was not applied.

  According to the skin condition evaluation system of the first aspect of the present invention configured in view of this point, when the application agent is manually applied to the skin of the user, which is input by the state recognition unit via the input unit Information indicating the subjectivity of the user with respect to one or both of the condition of the user's skin and the condition of the hand of the application source after application is recognized.

  Then, based on the information, the evaluation execution unit performs an evaluation on the skin of the user of the application destination according to a predetermined standard. Here, one of the information, that is, the state of the skin of the user of the application destination after application when the application is applied to the skin of the user input through the input unit by hand and the state of the hand of the application source As described above, the subjectivity of the user indicated in the information of both or both has a relatively high correlation with the skin condition of the user of the application destination.

  Therefore, the evaluation execution unit performs the evaluation on the skin of the user of the application destination based on the information having a relatively high correlation with the skin condition of the user, thereby improving the accuracy of the evaluation. it can.

  In the skin condition evaluation system of the present invention, it is preferable that the information indicating the user's subjectivity regarding the skin condition of the user of the application destination is information indicating the user's subjectivity regarding excess or deficiency of the coating agent at the application destination.

  According to the skin condition evaluation system of the said structure, the information which shows the subjectivity of the user regarding the excess and deficiency of the said coating agent in the said application destination is considered as information of the condition of the skin of the said user of an application destination.

  Since excess and deficiency of the coating agent at the application site are relatively easy to grasp in quantity, variations are less likely to occur than the subjectivity of the skin condition itself. The accuracy of the evaluation can be improved by performing the evaluation on the skin of the application destination in consideration of the information on the subjectivity of the user regarding the items that are easily grasped in quantity.

  In the skin condition evaluation system of the present invention, the information indicating the subjectivity of the user regarding the state of the hand of the application source is preferably information indicating the subjectivity of the user regarding excess or deficiency of the coating agent at the application source.

  Since excess and deficiency of the coating agent at the application source are relatively easy to grasp in quantity, variations are less likely to occur than the subjectivity of the skin condition itself. In particular, excess and deficiency of the coating agent of the coating source (hand) can be confirmed through vision without using a mirror or the like, so even if it is subjective, it tends to be relatively accurate information. The accuracy of the evaluation can be improved by performing the evaluation on the skin of the application destination in consideration of the information on the subjectivity of the user regarding such an item that can be easily grasped accurately in quantity.

In the skin condition evaluation system of the present invention,
One or both of the condition of the user's skin at the application destination and the condition of the user's hand at the application source after application when the application is applied manually to the user's skin input via the input unit Information is information that compares the previous state with the current state,
The evaluation execution unit performs an evaluation on the skin of the user at the application destination according to a predetermined standard, based on information comparing the previous state and the current state and the evaluation on the previous skin. Is preferred.

  According to the skin condition evaluation system of the configuration, when the application agent is manually applied to the user's skin input through the input unit, the condition of the skin of the user of the application destination after the application and the application source Information for comparing the previous state and the current state is recognized as the information on one or both of the user's hand states.

  Here, the information comparing the previous state and the current state tends to be relatively accurate information.

  The evaluation relating to the skin of the user of the application destination is executed in consideration of the information that is likely to be relatively accurate as described above by the evaluation execution unit, whereby the accuracy of the evaluation relating to the skin can be improved.

In the skin condition evaluation system of the present invention,
An output unit that outputs information;
A temperature sensor that recognizes one or both of the application source temperature and the application destination temperature of the user;
When one or both of the application source and the application destination temperature indicated by the temperature sensor before application of the application agent are out of a predetermined temperature range, one or both of the application source and application destination temperature It is preferable to include an output control unit that causes the output unit to output information prompting the user to adjust the temperature so that the temperature is within a predetermined temperature range.

  According to the skin condition evaluation system having the configuration, the temperature sensor recognizes one or both of the application source and the application destination temperature of the user.

  Then, when one or both of the temperature of the application source and the application destination indicated by the temperature sensor before application of the application agent is outside the predetermined temperature range by the output control unit, the application source and the application source Information is output to the output unit to prompt the user to adjust the temperature so that one or both of the application temperature is within a predetermined temperature range.

  If the user adjusts the temperature according to the output information, one or both of the application source temperature and the application destination temperature fall within a predetermined range. Since the application aspect of a coating agent can be stabilized by this, the subjectivity of the user regarding the application origin or the application place after application can also be stabilized.

In the skin condition evaluation system of the present invention,
A storage unit for storing the coating agent, a supply unit for supplying the coating agent to the user by discharging the coating agent to the outside, and a control unit for controlling the supply amount of the coating agent by the supply unit A coating agent container comprising
It is preferable to further comprise a supply amount instruction unit that transmits information specifying the supply amount of the coating agent to the coating agent container via communication.

  According to the skin condition evaluation system of the said structure, the information which designates the supply amount of a coating agent by a supply amount instruction | indication part is transmitted to a coating agent container. The control unit of the coating agent container controls the supply amount of the coating agent by the supply unit so as to be the supply amount indicated by the received information.

  Thereby, the supply amount of the coating agent becomes the amount designated by the system, so it is possible to suppress the occurrence of the variation in the subjectiveness of the user after the application of the coating agent due to the excessive supply of the coating agent or the insufficient supply amount of the coating agent.

In the skin condition evaluation system of the present invention,
An output unit that outputs information;
A pressure sensor that recognizes pressure,
Information is output to the output unit to urge the user to press on the pressure sensor, and the pressure recognized by the pressure sensor and the application of the coating agent are ideal from the application source to the application destination It is preferable to include an output control unit that causes the output unit to output information to be compared with the pressure.

  According to the skin condition evaluation system of the configuration, the output control unit outputs the information that prompts the user to press the pressure sensor. As a result, the user can be urged to press the pressure sensor.

  Further, the output control unit outputs, to the output unit, information for comparing the pressure recognized by the pressure sensor with the ideal pressure from the application source to the application destination at the time of applying the application agent. .

  As a result, it is possible to teach the user good force control applied to the application destination from the application source at the time of application of the application agent. As a result, it is possible to suppress the occurrence of variations in the application method of the coating agent, and in turn, suppress the occurrence of variations in the subjectivity of the user regarding the application source or the application destination after application resulting from the variation in the application method of the application agent. be able to.

In the skin condition evaluation system of the present invention,
An output unit that outputs information;
An imaging unit configured to image an operation of applying the coating agent by the user;
It is preferable that the apparatus further comprises: an output control unit that causes the output unit to output information about the imaged operation of the application of the coating agent by the user before the application of the coating agent after the next time.

  According to the skin condition evaluation system of the configuration, the output control unit causes the information on the captured operation of the application by the user to be applied to the output unit before the application of the application from the next time onwards. It is output.

  This makes it possible to inform the user of the information on the operation of the application before the application. Thereby, the application method by the user can be guided to a predetermined application method, and in turn, the occurrence of the variation in the subjectivity of the user regarding the application source or the application destination after application due to the application method variation be able to.

In the skin condition evaluation system of the present invention,
It is preferable to be configured to include a voice output unit that outputs a voice instructing a method of applying the coating agent for a predetermined time when applying the coating agent.

  According to the skin condition evaluation system of the said structure, the audio | voice output part outputs the audio | voice which instruct | indicates the application method of the said coating agent only for a fixed time in the case of application of the said coating agent.

  Thereby, the user can be guided to a certain coating method, and in turn, the occurrence of the variation in the subjectivity of the user regarding the coating source or the coating destination after the coating due to the variation in the coating method of the coating agent can be suppressed. .

  Further, in view of the second object of the present invention, there is provided a composition for skin condition evaluation, which comprises at least one selected from the group consisting of hardened rapeseed oil and meadow foam oil.

  The composition for evaluating the skin condition is suitably used as a coating agent for evaluating the skin condition useful for the user to apply a predetermined coating agent to the skin and effectively utilizing the subjectivity of the subject with respect to the skin.

  The composition for evaluating the skin condition preferably further contains a polyglycerin fatty acid ester. According to this, it is used more suitably as a coating agent for skin condition evaluation.

  Further, the composition for evaluating the skin condition preferably further contains at least one selected from the group consisting of lecithin and phytosterol. According to this, it is used more suitably as a coating agent for skin condition evaluation.

Explanatory drawing of the utilization form of a skin support server. The block diagram of a skin support server and a user terminal. An illustration of a series of skin support processing by the skin support server. The 1st flow chart of processing in a skin support server. The 2nd flow chart of processing in a skin support server. The 1st flow chart of processing in a user terminal. The 2nd flow chart of processing in a user terminal. Explanatory drawing of the analysis process of the skin, the mind, and the initial data of a body by subjective data and objective data. Explanatory drawing of digitization of physical condition. Explanatory drawing of the digitization of the mental condition. FIG. 11A is a view showing the relationship between each measure and the improvement tendency of the measure, FIG. 11B is a view showing a schedule of each step, and FIG. 11C is a view showing the relationship between the skin and the subjective condition and the objective condition Figure showing. Explanatory drawing of the progress table based on the daily monitoring in the period which is implementing the image display. Explanatory drawing of the influence on the skin condition by a special case. Explanatory drawing of the display screen of the improvement degree of the skin condition in a user terminal. FIG. 15A is an explanatory view of a method of evaluating a measure, FIG. 15A shows an evaluation standard of the measure, and FIG. 15B shows an evaluation example of the measure. FIG. 16A is an explanatory view of a method of evaluating living and special cases, FIG. 16A shows an evaluation standard of living and special cases, and FIG. 16B shows an evaluation example of living and special cases. Explanatory drawing of the determination method of goal achievement degree. Explanatory drawing of secondary data. The flowchart of an input reception process. The figure which shows an example of a 1st state input screen. The figure which shows an example of a 2nd state input screen. The flowchart of application support processing. The figure explaining an example of a feedback information screen and a force modification guidance screen. Flow chart of temperature adjustment processing. The figure which shows an example of a temperature control assistance screen. The flowchart of skin condition evaluation processing. FIG. 27A is a table showing the relationship between the score of each item of the first condition and the skin condition, and FIG. 27B is a table showing the relationship between the amount of change of the score of each item of the second condition and the skin condition.

  An embodiment of a skin condition evaluation system, a skin condition evaluation method, and a skin condition evaluation program for evaluating a user's skin condition using a coating agent will be described with reference to FIGS. 1 to 27B.

[A. Usage form of skin support server]
The configuration of the skin support server 10 and its positioning with respect to the system constituting the present invention will be described with reference to FIG. The skin support server 10 is configured by a computer system provided with a CPU, a memory, various interface circuits, and the like. The skin support server 10 improves or maintains the skin condition of a plurality of users U (exemplified by Ua, Ub and Uc in FIG. 1) by executing the program for image display held in the memory by the CPU. A function to execute processing (image display processing) is realized.

    The skin support server 10 performs data communication with communication terminals (user terminals) 30 (30a, 30b, and 30c in FIG. 1 are exemplified) of a plurality of users U via the communication network 1 such as the Internet. , Support the improvement or maintenance of the skin condition of the user U. A system configured of the skin support server 10 and the user terminal 30 corresponds to an example of the “skin condition evaluation system” in the present invention.

    The communication network 50 is also connected with a communication terminal 50 (50a and 50b in FIG. 1) of a person in charge T (Ta and Tb in FIG. 1 are illustrated). The person in charge T uses the communication terminal 50 to transmit to the skin support server 10 and the user terminal 30 data including information such as the skin care method of the user U and the appropriate skin care method in consideration of the user U's skin characteristics and tastes and preferences. By sending, advice for improving the skin condition of the user U is given. The communication terminal 50 of the person in charge T and the user terminal 30 of the user U do not necessarily have to be one-on-one, and the user is the entire system including the skin support server 10, the communication terminal 50 of the person in charge T, and the communication network 1 Advice for improvement of the skin condition of U may be provided to the user terminal 30 of the user U. For example, a method of providing advice to one or more user terminals 30 of the user U by a plurality of persons in charge T via the respective communication terminals 50 may be used.

  Furthermore, the skin support server 10 has a function of analyzing the unique data of each user transmitted from the user terminals 30 of a plurality of users U and generating secondary data that can be used universally, and this secondary A service that provides data to other systems 60 via the communication network 1 can also be performed.

[B. Configuration of skin support server and user terminal]
The configurations of the skin support server 10 and the user terminal 30 will be described with reference to FIG. The skin support server 10 causes the CPU to execute the skin condition evaluation program stored in the memory, whereby the skin condition recognition unit 11, the measure group selection unit 12, the measure information transmission unit 13, the secondary data generation unit 19, and the server state It functions as the recognition unit 21 and the evaluation execution unit 22. The processing by these configurations will be described later. The skin support server 10 further includes a support DB (database) 20 that holds various data used for processing. The support DB 20 is developed on, for example, a RAM, and can be rewritten by updating of subjective and objective data described later. The support DB (database) 20 also functions as a reference storage unit 23 and an evaluation storage unit 24.

  Next, the user terminal 30 of the present embodiment includes the display 31, the touch panel 32, the camera 33, the microphone 34, the CPU 35, the memory 36, the speaker 38, and the like. The display 31 and the speaker 38 correspond to the "output unit" of the present invention. The speaker 38 corresponds to the "audio output unit" of the present invention. The touch panel 32 corresponds to the “input unit” of the present invention. Instead of or in addition to this, the camera 33 or the microphone 34 of the present invention can be obtained by recognizing the user's designation based on the image of the user U captured by the camera 33 or the voice of the user U input from the microphone 34. It may function as an input unit. The camera 33 corresponds to the “imaging unit” of the present invention.

  In addition, that one device "recognizes" information means that one device receives the information from another device, the information stored in a storage medium in which one device is connected to the one device is Reading, obtaining information based on a signal output from a sensor connected to the one device, obtaining from the received information or information stored in the storage medium or information received by the one device Deriving the information by executing predetermined arithmetic processing (such as calculation processing or search processing) on the basis of the extracted information; Means that all arithmetic processing for acquiring the information is performed, such as reception from the device, reading of the information from the internal storage device or the external storage device according to the reception signal, and the like.

  In the present embodiment, the user terminal 30 is, for example, a smartphone, and thus includes the camera 33, the microphone 34, and the like. Alternatively, a specialized imaging device may be used. The CPU 35 executes the program of the image display application 35a (hereinafter referred to as the skin support application 35a) held in the memory 36, whereby the user U enjoys the support by the skin support server 10 via the skin support application 35a. Make it possible. The CPU 35 executing the application 35 a functions as the “state recognition unit”, the “output control unit”, and the “supply amount designation unit” of the present invention.

  In addition, the user U additionally has a horny collection tape 37 (37a, 37b, and 37c illustrated in FIG. 1) for acquiring skin cells. The keratin collection tape 37 may be provided in advance to the user U by the person in charge T, or the user U may purchase a commercially available keratin collection tape 37.

  The user terminal 30 is connected to a pressure sensor 47 imitating a pseudo-skin that the user U can press, and a temperature sensor 46 that can measure the temperature of the user U's hand or face. Signals from the pressure sensor 47 and the temperature sensor 46 are input to the user terminal 30.

  The user terminal 30 is further configured to be able to communicate with the coating agent container 48. The coating agent container 48 includes a storage portion 48 a for storing the coating agent, a supply portion 48 b for supplying the coating agent to the user U by discharging the coating agent stored in the storage portion 48 a to the outside of the container, and the user terminal 30. And a control unit that controls the amount of coating material supplied per application by the supply unit according to the received signal. The control unit 48c is configured to control the operation of the supply unit 48b so as not to supply the coating agent even if the user Ua operates for a certain period of time after the constant amount of the coating agent is supplied by the supply unit 48b. It may be

  In the following description, for convenience of description, the user targeted for support processing for improvement or maintenance of skin condition is represented as user Ua, and a user different from “user Ua” is represented as “other users Ub, Uc”. .

[C. A series of processing by skin support server]
Next, with reference to FIG. 3, a series of processes by the skin support server will be described. The skin support server 10 includes “1. goal setting”, “2. schedule determination”, “3. monitoring”, “4. schedule correction”, [5. The processing of each step of “goal determination” and “6.2 next data generation” is executed according to the flowcharts shown in FIGS. Further, the user terminal 30 executes the processing according to the flowcharts shown in FIGS. 6 and 7 in accordance with the processing by the skin support server 10 in each step. Hereinafter, the processes of the skin support server 10 and the CPU 35 of the user terminal 30 in each process will be described with reference to the flowcharts illustrated in FIGS.

  The user Ua downloads the program of the skin support application 35a to the user terminal 30 and activates the skin support application 35a in STEP 50 of FIG. Then, the user Ua applies for registration to the skin support application 35a.

  When the skin support server 10 receives the registration application from the user Ua in STEP 10 of FIG. 4, it recognizes that “the registration application from the user Ua has been received”, and advances the process to STEP 11. Then, the image display processing after STEP 11 is started.

[D. Goal setting process]
The process of “1. goal setting” shown in FIG. 3 is executed by the skin condition recognition unit 11 and the measure group selection unit 12. The measure group selection unit 12 requests the user terminal 30 to input information for grasping the current skin, body, and mental states of the user Ua and the skin state desired by the user Ua in STEP 11 of FIG. 4. Send data

  In the user terminal 30 that has received the initial information request data, the skin support application 35a causes the user Ua to present the current skin, body, state of mind, and the skin condition requested by the user Ua in STEP 51 of FIG. The display 31 displays a screen prompting the user to enter the On the other hand, the user terminal 30 transmits initial user information data including information input by the user Ua to the skin support server 10. In addition to or instead of these, the skin support application 35a executes an input acceptance process in STEP 100 of FIG. Details of the input acceptance process will be described later.

  The skin condition recognition unit 11 receives the initial user information data in STEP 11 of FIG. 4 and recognizes the user Ua's skin, mind, and body conditions recognized from the initial user information data, and the skin condition requested by the user Ua. Set a target score (goal) of the skin condition, the heart condition, or the physical condition.

  Here, the initial user information data includes subjective data and objective data on skin condition, physical condition, and cardiac condition. Although the detailed definition will be described later, the subjective data is an item determined by the user's subjectivity, and the objective data is data based on the inspection result, image analysis, and fact information. The subjective data of the skin condition is data indicating the degree of satisfaction of the user Ua with respect to the current skin condition, for example, in 10 stages. The objective data of the skin condition is skin image data of the user Ua. In addition to the objective data of the skin condition included in the initial user information data, the objective data of the skin condition may include analysis data of the stratum corneum cells of the user Ua collected by the keratin collection tape 37. Specifically, the analysis data of stratum corneum cells are, for example, data on water retention ability and sebum eligibility. In this case, the stratum corneum cells are analyzed, for example, by the measuring device 45 connected to the user terminal 30, or the image data of the keratinized tape 37 is transmitted from the user terminal 30 to the skin support server 10, The image of the keratinized tape 37 may be analyzed on the side of the support server 10 to measure the water holding ability, sebum eligibility, and the like.

  The degree of satisfaction of the user Ua is acquired by the questionnaire input in the skin support application 35a. The skin image data is image data acquired by the user Ua capturing an image of the face of the user Ua by an external camera connected to the camera 33 or the connection terminal 40 of the user terminal 30.

  In addition, the skin support application 35a causes the display unit 31 to display the usage of the keratinized collection tape 37 for the user Ua, and urges the use of the keratinized collection tape 37 and a separate mailing. The skin support application 35a may prompt the user Ua to use the horny extraction tape 37 and capture a skin image, and the captured image may be transmitted to the skin support server 10.

  As shown in FIG. 8, the skin condition recognition unit 11 sets the initial value of the skin condition, for example, a subjective score of 3, a skin image score of 3, a water retention ability score of 2, and a sebum eligibility score of 1 Assigned to, and the sum value is taken as the skin condition score. The score is not a positive integer, but may be expressed as a decimal or a negative number.

  Recognition of the score (the water holding ability score and sebum eligibility score, stratum corneum barrier, melanin score, etc.) obtained by analyzing the state of stratum corneum cells is referred to as a first recognition method. In the first recognition method, instead of or in addition to this, at least one of a method of measuring the water content of the user's skin by the stratum corneum moisture meter and a method of measuring the amount of sebum of the user's skin by the sebum meter including. In addition, in order to periodically recognize the skin of the user according to the first recognition method, the skin condition recognition unit 11 periodically transmits to the user terminal 30 a message prompting the use of the keratin collection tape 37 or the like. Encourages the user to take action. At this time, “periodically” does not have to be strictly at regular intervals in time but may be at regular intervals within a range that does not affect the skin condition. For example, when the first recognition method is performed every three months, when the first recognition is performed on January 1, not only April 1 just after three months, for example, March one week before that A message may be sent to the user terminal 30 24 days ago, or a message may be sent to the user terminal 30, for example, April 8 days after April 1 week. In addition, when providing services in the long term, etc., for example, if you want to investigate fine improvement, set the first recognition method every month, and every three months to investigate the influence of the seasonal change on the skin condition The timing of recognition can be changed, such as setting a first recognition method.

  The recognition of the subjective score based on the subjective data of the skin condition by questionnaire input and the recognition of the skin image score based on the skin image data of the user Ua are called a second recognition method. The second recognition method may recognize the skin condition of the user Ua by one of recognition of a subjective score and recognition of a skin image score based on skin image data of the user Ua based on subjective data of skin condition by questionnaire input. , And may include methods different from these. Also, the second recognition method is performed more frequently than the first recognition method. This is because use / mailing of the keratin collection tape 37 is time-consuming, cumbersome and expensive. In addition, frequent use of the keratin collection tape 37 may adversely affect the skin of the user Ua.

  For example, the first recognition method is performed every three months, and the second recognition method is performed daily. Moreover, when the timing of the implementation of the first recognition method and the timing of the implementation of the second recognition method overlap, it is preferable if implemented at the same timing, since accurate data can be obtained. However, even if the second recognition method is not carried out when the first recognition method is carried out, the present invention can be carried out and the effect can be obtained.

  The subjective score may be a score recognized based on the subjective data.

Subjective data and physical data of physical condition are divided as shown in FIG. Although the detailed definition will be described later, the subjective data is an item determined by the subjectivity of the user Ua, and the objective data is data based on inspection results, image analysis, fact information, as in the case of the subjective data and objective data of the skin. Subjective data of physical condition is acquired by the user Ua inputting a questionnaire through the skin support application 35a. The objective data is the image data of the tongue / lip of the user Ua captured by the user Ua using the camera 33 of the user terminal 30, the data of the user Ua measured by the measuring device 45 connected to the connection terminal 40 of the user terminal 30. Measurement data such as blood pressure, arrhythmia, urine component, blood component, etc., and data such as the number of times of poor physical condition such as headache or shoulder stiffness acquired by questionnaire input in the skin support application 35a, fatigue degree determination, and the like. In addition, in preparation for development to services other than skin care in the future, the occurrence information of various diseases may be included in the initial user information data.

  Subjective data and objective data of cardiac condition are divided as shown in FIG. Although the detailed definition will be described later, the subjective data is an item determined by the subjectivity of the user Ua, and the objective data is data based on inspection results, image analysis, fact information as well as the subjective data and skin data of the skin. . Subjective data is acquired by questionnaire input in the skin support application 35a. The objective data is acquired by the questionnaire input (the frequency of laughing at one day, etc.) in the skin support application 35a and the measurement (e.g., the psychological state estimation from the pulse monitoring) by the measuring device. In addition, in preparation for development of services other than skin care in the future, occurrence information of various mental diseases may be included in the initial user information data.

  The skin condition recognition unit 11 stores the subjective data and objective data of the recognized condition of the user Ua's skin, body and mind in the support DB 20.

  The skin condition recognition unit 11 is shown by the triangle on the right side of FIG. 8 based on the subjective data and objective data of the user Ua's skin condition, physical condition, and cardiac condition thus recognized from the initial user information data. In addition, skin condition is set to 1 to 9, body condition is set to 1 to 6, heart condition is expressed by each score of 1 to 6, and initial values of three axes are set. Similar to the skin condition score, the body condition or cardiac condition subjective score and objective score are calculated from the subjective data and objective data of the physical condition or cardiac condition, and based on them, the physical condition score and the cardiac condition score It may be treated as

  Further, the measure group selection unit 12 acquires “skin score to be like”, “measure category, hope, frequency”, “allergy information” and “current measure being performed” included in the initial user information data. The “skin score to be made”, “category of action, desire, frequency”, “allergy information” and “current action” are input by the user Ua by the skin support application 35 a.

  Here, in the “skin score you want to be”, “skin that you want to be” is improvement of dryness, improvement of bloat, improvement of sensitive skin, improvement of acne, improvement of squeak, improvement of stain, improvement of sagging, improvement of sagging, improvement of bloating, improvement of black, It is an object of improvement in skin condition selected from among the improvement in complexion and the improvement in firmness. The “score” is the degree of satisfaction of the user Ua with respect to the skin condition of each target, and is a score selected by the user in 10 steps of 1 to 10 in the skin support application.

  The support DB 20 stores the improvement tendency of the subjective state and the improvement state of the objective state of the skin condition associated with each improvement target. For example, as shown in FIG. 11C, “Drying sense improvement” involves minimizing the difference between the subjective state “drying sense improvement” of the skin state and the reference “water holding ability and sebum eligibility of the skin state objective state”. Are associated with each other.

  For example, when “the skin that you want to become” is “improvement of dryness” and the score of satisfaction of dryness of current skin condition is 3, it is associated with “improvement of dryness” according to the selection of user Ua. The degree of satisfaction 5 of the subjective state “dry feeling improvement” of the skin state of the user Ua is set as a subjective target score.

  In addition, the measure group selection unit 12 sets an objective improvement target of the skin condition associated with the “dryness improvement”. For example, the measure group selection unit 12 determines that the skin condition of the user Ua is lower than the water retention ability based on the reference “minimize the difference between the water retention ability and sebum eligibility” associated with “dry feeling improvement”. The sebum eligibility value of 2 is set as an objective target score.

  The target score may be similarly determined for the mental condition and the physical condition.

  In addition, in "category of the measure, hope, frequency", as categories, "dietary life, behavior at home, exercise, usage of cosmetics, eating and drinking, skin care, behavior" etc., as the hope, "degree of difficulty, monetary constraints," As the frequency, "the number of times of receiving advice per day" and the like are selected as the time restriction, the measure that you do not want to do, the scene for skin care, and the preference for the measure category.

  The “allergy information” includes information on an allergic substance when the user Ua has an allergic disease.

  The “currently implemented measure” is a measure that the user Ua has already performed, and is represented by the content and frequency, degree, and the like of “spin on a bathtub”.

Also, in the initial user information data, gender, age, living area, occupation of the user Ua
Information indicating an attribute of the user such as a character is included.

[E. Schedule determination process]
The process of “2. schedule determination” shown in FIG. 3 is executed by the measure group selection unit 12 and the measure information transmission unit 13.

  The measure group selection unit 12 selects a measure group for achieving a goal (a subjective goal score and an objective goal score) in STEP 12 of FIG. 4. This selection is performed in consideration of the improvement tendency of the subjective condition of the skin condition, the improvement tendency of the objective condition of the skin condition, and the suitable surrounding environment, which are associated with the respective improvement targets described above. The measure group selection unit 12 determines the temperature, humidity, and the like of the environment around the user Ua in the schedule period, based on the location information registered in advance or the position information detected by the GPS sensor or the like and the date and time acquired from the clock function of the terminal. Predict.

  For example, the measure group selection unit 12 is a season in which the hope of the category is "action at home, eating habits, exercise" and the humidity is predicted to be 50% on average like the season of rainy season, and is a subjective goal When the score is "satisfied with dryness" 5 or more, and the objective target score is sebum eligibility 2 or more, the improvement tendency of subjective state includes "improvement of dryness" and the improvement tendency of objective state is "sebum qualification Select a measure that is suitable for 50% humidity and suitable ambient environment, which includes any of “action at home, eating habits, exercise” in the category, including sexual improvement.

  Here, the improvement tendency of the subjective state and the improvement tendency of the objective state may be determined in advance by an expert such as the person in charge T, or implemented by other users Ub and Uc stored in the support DB 20. It may be the improvement tendency of the subjective state and the improvement tendency of the objective state estimated based on the time series change of the skin state of the other users Ub and Uc, and the implemented state of the user Ua In the case where the time-series change of the is stored in the support DB 20, it may be the improvement tendency of the subjective state and the improvement state of the objective state estimated based on the information.

  For example, in the support DB 20, time-series changes in the subjective data of the skin condition for each of the other users Ub and Uc and the other user Ub before and after the other user Uc and other measures implemented. One or both of chronological changes in objective data of skin condition for each of the users Ub and Uc are stored.

  Also, for example, in the support DB 20, the measure “Pick in a bathtub” performed by each of the other users Ub and Uc, and the subjective state of the skin condition of each of the other users Ub and Uc before and after the measure is performed. It is assumed that "satisfaction with dryness" as time-series change is stored.

  At this time, for each of the other users Ub and Uc, the measure group selection unit 12 is, for example, the subjective data (the feeling of dryness) of the skin condition of the day taken on the bathtub and the day used on the bathtub. Calculate the amount of change in satisfaction with. And the measure group selection part 12 takes the average value of the variation | change_quantity of the satisfaction about the feeling of dryness for each other user Ub and Uc. For example, when the average value of the change amount of “the degree of satisfaction with dryness” is equal to or greater than a predetermined value, the measure group selection unit 12 “improves dryness” for the improvement tendency of the subjective state of the measure “touch with a bathtub”. Recognize. The improvement tendency of the objective state can also be recognized in the same manner as the improvement tendency of the subjective state.

  The measure group selection unit 12 may narrow the range of other users Ub and Uc to be processed, such as age groups and similar skin conditions, based on the age and skin condition of the user Ua.

  Further, when the measure implemented in the support DB and the time-series change of the skin condition of the user Ua are stored, the measure group selection unit 12 is estimated based on the information calculated in the same manner as described above. The improvement tendency of the subjective state and the improvement tendency of the objective state may be recognized.

  The measure group selection unit 12 recognizes the improvement tendency of the subjective state and the improvement state of the objective state from the subjective data of the skin state of the other users Ub and Uc and the objective data in the first schedule determination step of the user Ua In the second schedule determination process of the user Ua, the improvement tendency of the subjective state and the improvement tendency of the objective state may be recognized from the subjective data and the objective data of the skin state of the user Ua.

  The measure group selection unit 12 recognizes not only the skin condition but also the mental condition and the physical condition, the improvement tendency of the subjective condition and the improvement condition of the objective condition, and the improvement tendency of the subjective condition of the cardiac condition and the physical condition and Measures may be selected in consideration of the improvement trend of the objective state.

  The measure group selection unit 12 may exclude measures having the same content and the same frequency or the same degree as the "measures currently performed" from the measure group. This is because it is considered that there is no need to propose measures that the user has already taken.

  In the example of FIG. 11A, the measure group selection unit 12 selects a measure group that is a combination of a plurality of measures so as to include “spin on a bathtub”, “vitamin C intake”, “vegetable intake”, and “walk over 10,000 steps”. .

  The measure information transmission unit 13 evaluates the priority of the measure according to the “measure category, desire, frequency” of the user Ua from the measure group, and determines the initial measure according to the priority. FIG. 12 shows an example of a schedule in which "Pick on a bathtub," "vegetable intake" and "walk over 10,000 steps" are selected as initial measures. The measure information transmitting unit 13 transmits, to the user terminal 30, schedule data indicating the content of the schedule determined in this manner.

  At the same time, the measure information transmission unit 13 creates a plan of implementation of each process for a fixed period based on the designation of the user Ua. In FIG. 11B, goal setting and schedule determination are performed at START, daily monitoring is performed, schedule correction is performed every week, and a progress graph is created one month later, goal determination and new goal in F3 month A plan for a series of events to set up is shown. The measure information transmission unit 13 may use, in addition to or instead of the designation of the user Ua, a plan of implementation of each process for a predetermined period, which is predetermined.

  When the schedule data is received from the skin support server 10 in STEP 52 of FIG. 6 in the user terminal 30, the skin support application 35a displays the schedule execution table as shown in FIG. 12 and the work contents as shown in FIG. 11B. The plan can be displayed to prompt the user Ua to implement each measure. In the execution table of the schedule of FIG. 12, the contents of each measure (“Put on bathtub,” “vegetable intake,” “walk over 10,000 steps”) are displayed.

[F. Monitoring process]
In the process of “3. monitoring” shown in FIG. 3, the skin condition recognition unit 11, the measure information transmission unit 13, and the server condition recognition are performed every period set by the user Ua on the skin support application 35a (every day in FIG. 11B). It is executed by the unit 21 and the evaluation execution unit 22. The user Ua who has started using the skin support application 35a uses the user terminal 30 to monitor the daily skin, body, and heart conditions, the implementation status of the measures instructed by the schedule, and the users other than the measures instructed by the schedule Input the implementation status of Ua's voluntary action (action outside the measure). The implementation status of the measure includes "30 minutes" and "Put on a bathtub", "300 g", as well as information indicating whether "Put on a bathtub", "Vegetable intake" and "Walk over 10,000 steps" were implemented respectively. And “Ingestion of vegetables”, “15,000 steps” and “walking”, etc., include the degree of execution of measures represented by time, amount, etc.

  The skin support application 35a advances the process to STEP 100 and STEP 60 in FIG. 6 when the user Ua inputs the skin, body, and mind state in STEP 53 in FIG. Details of the processing of STEP 100 in FIG. 6 will be described later. The skin support application 35a, in STEP 60 of FIG. 6, similarly to the initial user information data described above, the skin support server 10 the current user information data including subjective data and objective data on the skin, body, and mental state of the user Ua. And the process proceeds to STEP 54. The skin support application 35a advances the processing to STEP 54 as it is when the user Ua does not input the skin, body, and mind states in STEP 53 of FIG. The data transmitted here does not include data on stratum corneum cells collected by the keratin collection tape 37.

  The skin support application 35a proceeds to STEP 61 when the user Ua inputs the execution status of the schedule (execution status of each measure) in STEP 54 of FIG. 6, and executes execution status data indicating the execution status of the schedule. It transmits to the skin support server 10 and proceeds to STEP 55 in FIG. The skin support application 35a proceeds to STEP 55 when the user Ua does not input the execution status of the schedule (execution status of each measure) in STEP 54 of FIG.

  Furthermore, the skin support application 35a advances the process to STEP 62 when the user Ua inputs the implementation status of the out-of-measure action in STEP 55 of FIG. 7, and indicates the contents of the out-of-measure action implemented data Is sent to the skin support server 10, and the process proceeds to STEP 56. The skin support application 35a proceeds to STEP 56 as it is when the user Ua does not input the implementation status of the out-of-measure action in STEP 55 of FIG.

  When the skin condition recognition unit 11 receives the current user information data from the user terminal 30 in STEP 13, the process proceeds to STEP 400 and STEP 20 in FIG. Details of the process of STEP 400 in FIG. 4 will be described later. The skin condition recognition unit 11 accumulates the current user information data in the support DB 20 and advances the process to STEP14. When the skin condition recognition unit 11 does not receive the current user information data from the user terminal 30 in STEP 13, the process proceeds to STEP 14.

  Further, when the measure information transmission unit 13 receives the execution status data from the user terminal 30 in STEP 14, the process proceeds to STEP 21 in FIG. 4. The measure information transmission unit 13 accumulates the execution status data in the support DB 20 and advances the processing to STEP15. On the other hand, when it is determined that the execution status data is not received from the user terminal 30 in STEP14, the process proceeds to STEP15.

  Furthermore, when the measure information transmission unit 13 receives the non-measure action implementation data from the user terminal 30 in STEP 15, the process proceeds to STEP 22. The measure information transmission unit 13 accumulates the out-of-measure action implementation data in the support DB 20 and advances the process to STEP 16 of FIG. 5. On the other hand, when the measure information transmission unit 13 does not receive the non-measure action implementation data from the user terminal 30 in STEP 15, the process proceeds to STEP 16 in FIG.

  Moving to FIG. 5, in STEP 16, the measure information transmitting unit 13 determines, based on the initial user information data of the user Ua accumulated in the support DB 20, the current user information data, the execution status data, the non-measure action execution data, etc. Progress table data indicating the progress status of the schedule is created, and this progress table data is transmitted to the user terminal 30.

  Here, the progress sheet of the schedule is, for example, as shown in FIG. 12, in order from the top, the score of the skin condition (here, dry skin), the score of the physical condition, the score of the mental condition, the measure (touching the bathtub, vegetables Intake, implementation status of 10,000 steps or more, living information (vegetable intake, water intake), and living special cases are configured to be displayed on a daily basis.

In addition, on the schedule progress table, the degree of implementation of the measure (“30 minutes”, “30
Includes 0 g 'vegetable intake, '15, 000 steps' walking).

  In the user terminal 30, when the skin support application 35a receives the progress table data transmitted from the skin support server 10 in STEP 56 of FIG. 7, the process proceeds to STEP 63, and the progress table data is stored in the memory 36. The skin support application 35 a displays the progress chart shown in FIG. 12 on the display 31 of the user terminal 30 using the progress chart data stored in the memory 36.

  Further, the skin support application 35a is, besides the progress table data, the initial user information data of the user Ua accumulated in the support DB 20 of the skin support server 10 recognized through communication, current user information data, execution status data, Information indicating the transition or change of each state of the skin of the user Ua, the body, and the heart is displayed on the display 31 of the user terminal 30 using the non-measure action execution data and the like.

  For example, as shown in FIG. 13, the skin support application 35a includes the action of the user Ua other than the measure by schedule (the change of the cleansing method, the massage, etc.), and the physical condition of the user (physiology, lack of sleep etc.) The relationship of the change of the skin condition of the user Ua is displayed on the display unit 31 as a daily time series graph.

  In addition, as shown in FIG. 14, the skin support application 35a changes the evaluation value of skin condition including psychological condition of the user Ua, mental condition, satisfaction level of skin care, and usage of cosmetics on a monthly basis, as shown in FIG. The contrasted radar chart is displayed on the display 31.

  The user Ua recognizes changes in the condition of the body and mind as well as the degree of improvement of the skin by confirming changes in the condition of the skin, body, and mind of the user by visually recognizing these displays by the skin support application 35a. As a result, it is possible to reach the goal of the target skin condition while improving the condition of the skin, body and mind in a well-balanced manner.

[G. Schedule correction]
The process of “4. schedule correction” shown in FIG. 3 is executed by the measure information transmitting unit 13 every period set by the user Ua on the skin support application 35a (every week in FIG. 11B). STEP17 to STEP20 and STEP30 to STEP33 in FIG. 5 are processes by the measure information transmitting unit 13.

  The measure information transmission unit 13 incorporates in the schedule the goal achievement degree of the user Ua skin condition and the schedule based on the initial user information data of the user Ua stored in the support DB 20, the current user information data, the execution status data, etc. Evaluate the degree of implementation of each measure and the effect of each measure. The effect of each measure is determined by the change in the score of at least one state (designated state) of the skin condition, the physical condition or the mental condition related to the goal of the user Ua before and after the execution of each measure. For example, when a certain measure is executed, if the score of the designated state rises from 2 to 3, it can be obtained as an effect +1.

  The measure information transmission unit 13 extracts the correlation between the skin condition and the state of the body or the mind using the evaluation criteria of the measure shown in FIG. 15A, and each measure incorporated in the schedule based on this correlation. Judge the continuation of the project, the exclusion from the measure group, the discontinuation of the measure, and the change to another measure.

In the evaluation criteria of FIG. 15A, four items are used as the judgment items: presence or absence, influence on the skin, influence on the body, and influence on the heart, the implementation rate exceeds the predetermined implementation rate, and the effect on the skin is good. Yes, for measures that do not adversely affect the body and mind, it will be rated A and judged as continuing. In FIG. 15A, a measure whose implementation rate exceeds a predetermined implementation rate is described as “implementation”, and a measure whose implementation rate is equal to or less than the predetermined implementation rate is described as “not implemented”. The same applies to FIGS. 12 and 15B.

  When the timing of the influence of the measure and the period in which the influence continues is defined for each measure, the measure information transmitting unit 13 determines the influence of each measure based on the timing of the influence of the measure and the period in which the influence of the measure continues. You may judge.

  For example, if it is determined that the effect of the measure “Stuck on a bathtub” on the skin, the effect on the body, and the effect on the mind have an influence on the next day and continue only for one day, the measure information transmission unit 13 For example, it is judged that the effect of the policy of “Put on a bathtub” on December 15 is reflected in each state on December 16.

  In addition, if it is determined that the effect of the measure “vegetable intake” on the skin, the influence on the body, and the influence on the mind will have an influence after one week and continue only for three days, the measure information transmission unit 13 For example, it is judged that the influence of the measure "vegetable intake" of December 15 is reflected in each state of December 22-December 24.

  On the other hand, measures that are implemented and have a positive impact on the skin but have an adverse impact on either the body or the mind are evaluated as B and judged as discontinuation or change to another measure. In addition, since it is considered that the load on the user Ua is large for the measure whose implementation rate is less than or equal to the predetermined implementation rate, it is evaluated as C and is canceled or another measure (for example, a measure to reduce the load on the user Ua or another measure It is judged to be a change to the

  The measure information transmission unit 13 may evaluate whether there is a positive or negative effect on the skin, body, or heart by implementing each measure only for one day, or in a certain period such as several days or several weeks. By implementing each measure, it may be evaluated whether there is a positive or negative impact on the skin, body or mind. When performing evaluation in a fixed period, for example, the measure information transmission unit 13 sets B evaluation when any state has an adverse effect at a fixed rate, and sets C evaluation when the implementation rate is equal to or less than a fixed rate In the case of, it is good also as A evaluation. Instead of this, for example, the measure information transmission unit 13 may set B as an evaluation when the average value of the degree of satisfaction of any state in a certain period is less than or equal to a predetermined value. Also, if the satisfaction level of any state in one day is less than or equal to a predetermined value, and the average value of the satisfaction level in any state in a certain period is less than or equal to a predetermined value, C evaluation is made. B is rated when the satisfaction level of one of the conditions is less than or equal to a predetermined value or the average value of the satisfaction values of any of the conditions in a given period is less than or equal to a predetermined value. One day's evaluation may be used in combination with the evaluation for a fixed period, for example, if it exceeds the value and the average value of the degree of satisfaction of any state in a fixed period exceeds a predetermined value. .

  Further, when the improvement degree of the skin condition score shown in FIG. 8 is equal to or less than the predetermined improvement degree, the measure information transmitting unit 13 measures that the improvement degree of the skin condition score is equal to or less than the predetermined improvement degree. You may exclude it from a measure group. The measure information transmission unit 13 measures the measure group whose improvement degree of the physical condition or cardiac condition score is less than or equal to the predetermined improvement ratio when the improvement ratio of the physical condition or the mental condition score is less than or equal to the predetermined improvement ratio. You may exclude from.

  FIG. 15B shows an example in which the evaluation criteria shown in FIG. 15A are applied to the measures in the present embodiment (spin on a bathtub, vegetable intake, walking 10,000 steps or more). According to FIG. 15B, the measure information transmission unit 13 determines continuation in the next schedule as an A rating for “pick up on a bathtub”, excludes from the measure group as a B rating for “vegetable intake”, and the next Decide on cancellation on schedule or change to other measures, and for "walk over 10,000 steps" as C rating, exclusion from measure group, cancellation on next schedule or change to other measures It is decided.

  The measure information transmission unit 13 determines, for each combination of measures, the influence of a plurality of measures being taken. For example, if the combination of "sucking in a bathtub" and "vegetable intake" is B evaluation or C evaluation, the measure information transmitting unit 13 may use only a single policy of "sipping in a bathtub" or "vegetable intake" Or, it may be changed to be a combination of any of these measures and another measure.

  The measure information transmission unit 13 performs such an evaluation process to determine the necessity of schedule correction (correction mainly by changing the measure group to another measure), and when it is determined that the schedule correction is necessary, processing is performed in STEP30. To correct the schedule.

  Then, the schedule correction data, which is data of the corrected schedule, is transmitted to the user terminal 30, and the process proceeds to STEP 19. On the other hand, when it is determined that the correction of the schedule is not necessary, the measure information transmitting unit 13 proceeds from STEP 18 of FIG. 5 to STEP 19 of FIG. 5, and in this case, the schedule is not corrected.

  Next, at STEP 19, the measure information transmitting unit 13 performs each extra measure action performed by the user Ua based on the initial user information data, the current user information data, the extra measure action implementation data, etc. In addition to the measures, the user is to evaluate the behavior).

  The measure information transmission unit 13 determines the presence or absence of the recommendation for the non-measure action or the proposal for the prohibition using the evaluation criteria for the extra-measure action shown in FIG. 16A. In the evaluation criteria of FIG. 16A, influences on skin, body, and heart states are used as determination items.

  Then, in the case of “there is a good influence on any of the skin, the body and the heart and no adverse effect on any of them”, the evaluation is D, and the implementation is recommended. On the other hand, in the case of "there is a bad influence on any of the skin, the body and the heart", it becomes E evaluation and a ban is proposed. In addition, in the case where "the skin, body and mind are not affected", the F evaluation is not recommended.

  FIG. 16B shows an example in which the evaluation criteria shown in FIG. 16A are applied to the extra-measure action (a massage was received, and a large amount of chocolate was consumed) in this embodiment. As shown in FIG. 16B, the measure information transmission unit 13 determines the recommendation for the implementation on the next schedule as the D evaluation for “to receive a massage”. In addition, for “large intake of chocolate”, as E evaluation, we have decided to propose measures to stop on the next schedule (for example, alternatives for consuming Japanese sweets).

  The measure information transmission unit 13 advances the processing from STEP 20 to STEP 31 when it has decided to recommend or prohibit the implementation of the suspension or change of the policy incorporated in the schedule, or the out-of-measure action. Then, when the recommendation is determined, the process proceeds from STEP 31 to STEP 33, the out-of-measure action recommendation data for recommending the implementation of the out-of-measure action is transmitted to the user terminal 30, and the process proceeds to STEP 13 in FIG.

  On the other hand, when the measure information transmission unit 13 determines the proposal for prohibition, the process proceeds from STEP 31 to STEP 32, and transmits the extra-action conduct prohibition data proposing the prohibition of the extra-measure action to the user terminal 30, as shown in FIG. The process proceeds to STEP 13.

  In addition, when there is no action outside the measure that proposes recommendation or prohibition, the measure information transmission unit 13 advances the process from STEP 20 to STEP 13 in FIG. 4. In addition, when there is an alternative action in the extra-measure action proposing the prohibition, the extra-action conduct prohibition data proposing a change to the alternative action may be transmitted to the user terminal 30 instead of the proposal of the prohibition.

  In the user terminal 30, when the skin support application 35a receives the schedule correction data from the skin support server 10 in STEP 57 of FIG. 7, the process proceeds to STEP 65, and the schedule is corrected based on the schedule correction data. Then, the skin support application 35a updates the schedule data held in the memory 36, and advances the process to STEP 58.

  Further, when the skin support application 35a receives the out-of-measures action recommendation data or the out-of-measures action data from the skin support server 10 in STEP 58 of FIG. 7, the process proceeds to STEP 66, and the out-of-measures action is performed according to the received data. Is displayed on the display 31 of the user terminal 30 for notifying of a proposal of recommendation or prohibition. Note that this notification may be performed, for example, by displaying a notification message on the progress chart shown in FIG. In addition, you may revise the schedule as a new measure, out of the recommended action.

[H. Goal determination process]
In the process of "5. goal determination" shown in FIG. 3, the skin condition recognition unit 11 and the measure group are performed every period set by the user Ua on the skin support application 35a (3 months after START in FIG. 11B). It is executed by the selection unit 12 and the measure information transmission unit 13.

  The skin support application 35 a displays on the display 31 of the user terminal 30 a message prompting the use of the keratin collection tape 37 and the mailing of the keratin collection tape 37.

  The skin condition recognition unit 11 recognizes an objective value (water holding ability, sebum eligibility, etc.) of the skin condition on the basis of the information obtained from the mailed horny collection tape 37. The objective value may be the value indicating the physical state of the skin, such as the amount of water 0-100 μS, or may be normalized by assigning each physical state to any of 1 to 10 depending on the magnitude, etc. It may be a value.

  In addition, the skin support application 35a displays a response to a questionnaire, a message prompting use of imaging such as skin on the display 31 of the user terminal 30, and transmits the obtained information.

  The skin condition recognition unit 11 recognizes the subjective value (subjective score) of the dry feeling of the skin and the objective value of the skin condition (image score of the skin) based on the information obtained from the skin support application 35a.

  The measure group selection unit 12 and the measure information transmission unit 13 compare the evaluation value at the start of support of the skin condition and three months later based on the subjective value of the dry feeling of the skin and the objective value of the skin condition, Determine the degree of goal achievement.

  In the example of FIG. 17, the subjective value score of dryness is increased from 3 to 5 in 3 months, so it is judged as achieved (○), and the image score of the skin is 3 to 4 in 3 months also for the objective value. The water retention capacity is maintained at 2 and sebum eligibility is increased from 1 to 2, so it is judged to be achieved (○). Since both the subjective value and the objective value have achieved the goal, it is determined that the goal has been achieved as a total.

  The skin condition recognition unit 11 and the measure group selection unit 12 execute the process of “1. goal setting” shown in FIG. 3 again to set a new goal when the goal is achieved. If the goal is not reached, the skin condition recognition unit 11 and the measure group selection unit 12 may carry out the “2. schedule determination” process, or “1. goal setting” according to the user's request or progress. The process may be performed again.

[I. Secondary data generation]
The process of “6.2 secondary data generation” shown in FIG. 3 is executed by the secondary data generation unit 19. The secondary data generation unit 19 transmits various data such as initial user information data transmitted from a plurality of users U, stratum corneum cell analysis data, current user information data, execution situation data, action outside the action data etc. Data) are sequentially stored in the support DB 20 for each user.

  Then, the secondary data generation unit 19 analyzes the user individual data accumulated in the support DB 20, and as shown in, for example, FIG. 18, the characteristics (sex, age, residence, preference, lifestyle, etc. of each user) ), Targets for improvement of support (feeling of dryness, stiffness, sensitivity, acne, feeling of depression, etc.), measures proposed by the schedule (spin on a bathtub, intake of vegetables, walk of 10,000 steps, etc.), and skin by implementation of measures, Generate secondary data that associates changes in body and mind states.

  In addition, the secondary data generation unit 19 associates secondary data in which the characteristics of each user and the effects of each state of the skin, body, and mind due to the implementation of the out-of-measure action are associated with the out-of-measure action as in FIG. Generate

  The secondary data generated in this way is effectively used when selecting effective measures to improve the skin condition while giving a good influence on the body and mind for users with similar characteristics. be able to. For example, in the process of “2. determination of schedule” in FIG. 3 described above, the measure group selection unit 12 can select a measure that matches the characteristics of the user Ua with reference to the secondary data.

  Further, in the process of “4. schedule correction” of FIG. 3 described above, the measure information transmission unit 13 performs secondary data when changing the schedule according to the transition of each state of the user Ua's skin, body and mind. Can be changed to a schedule incorporating more effective measures or extra-measure actions.

  Furthermore, secondary data can be used effectively to support skin conditions, and for purposes such as marketing targeting users with certain characteristics (for example, outdoor-oriented women in their thirties living in Tokyo, etc.) Can also be used. Therefore, secondary data may be provided to the other system 60 or the like shown in FIG.

[J. Input acceptance process]
Next, the details of the process of the input acceptance process of STEP 100 of FIG. 6 will be described with reference to FIGS.

  In STEP 200 of FIG. 19, the skin support application 35a executes an application support process for supporting the application agent of the user Ua. Details of the application support process will be described later.

  In STEP 102 of FIG. 19, the skin support application 35a recognizes the previous acquisition date of data. The skin support application 35a may recognize the acquisition date of the previous data by referring to a storage device such as an HDD provided in the user terminal 30, or may communicate the skin support server 10 with the previous time. The acquisition date of data may be recognized.

  In STEP104 of FIG. 19, the skin support application 35a determines whether the previous acquisition date of data is within a predetermined period from the execution time of STEP104 of FIG. The predetermined period is preferably a period in which the probability that the user Ua remembers the previous execution is high, for example, the day before the execution of STEP 104 in FIG. 19. Instead of this, in STEP 104 of FIG. 19, it may be determined whether or not the previous data exists.

  If the determination result in STEP 104 of FIG. 19 is negative (NO in STEP 104 of FIG. 19), the skin support application 35 a outputs the first state input screen P1 to the display 31 in STEP 106 a of FIG. 19.

  The first state input screen P1 is, as shown in FIG. 20, the state of the skin of the application destination (face) of the user Ua after application when the application agent is manually applied to the skin of the user Ua and the application source It is a screen which outputs the questionnaire about the subjectivity of user Ua regarding the state of a hand.

  On the first state input screen P1, a questionnaire display P11 concerning cosmetics remaining on the face, a questionnaire display P12 concerning cosmetics remaining on the hand, a questionnaire display P13 concerning dryness of the skin on the face, and covering feeling of skin on the face A questionnaire display P14, a questionnaire display P15 on the feeling of coating on the hand surface, a questionnaire display P16 when a face is touched with a hand, and a transmission button P17 are included. Under each of the questionnaire displays P11 to P16, radio buttons in three states of application destination (face) or application source (hand) corresponding to the questionnaire are displayed. This state is a state of a coating destination or a coating source which is not represented in comparison with the state on other days, such as "clearly remaining", "slightly remaining", and "does not remain". Such a state is hereinafter referred to as a "first state" as appropriate. The state corresponding to the questionnaire may not be in three stages, and may be in five stages, for example. Further, the input form for obtaining an answer corresponding to the questionnaire is not limited to the radio button, and may be, for example, a slide bar of a visual analog scale (VAS) type.

  In STEP 108 a of FIG. 19, the skin support application 35 a recognizes the first state of the application destination or the application source input to the first state input screen P 1 through the touch panel 32.

  On the other hand, if the determination result in STEP 104 of FIG. 19 is affirmative (YES in STEP 104 of FIG. 19), the skin support application 35a outputs the second state input screen P2 to the display 31 in STEP 106b of FIG.

  The second state input screen P2, as shown in FIG. 21, shows the state of the skin of the application destination (face) of the user Ua after application when the application agent is applied by hand to the skin of the user Ua and the application source It is a screen which outputs the questionnaire about the subjectivity of user Ua regarding the state of a hand.

  On the second state input screen P2, a questionnaire display P21 concerning cosmetics remaining on the face, a questionnaire display P22 concerning cosmetics remaining on the hand, a questionnaire display P23 concerning dryness of the skin on the face, and covering feeling of skin on the face A questionnaire display P24, a questionnaire display P25 concerning a feeling of film on the hand surface, a questionnaire display P26 when the user touches the face with a hand, and a transmission button P27 are included. Under each questionnaire display P21 to P26, radio buttons in the state of the application destination (face) or the application source (hand) corresponding to the questionnaire are displayed. This state is a state of a coating destination or a coating source represented by comparison with the state in the previous time, such as “remains from the previous time”, “same as previous time”, “less than last time”. Such a state is hereinafter referred to as a "second state" as appropriate. The state corresponding to the questionnaire may not be in three stages, and may be in five stages, for example. Further, the input form for obtaining an answer corresponding to the questionnaire is not limited to the radio button, and may be, for example, a slide analog bar of a VAS (visual analog scale) type.

  Instead of the second state input screen P2, the answer input last time may be displayed on the first state input screen P1. For example, in the previous first state input screen P1, when the answer to "cosmetics remaining on the face" is "clearly remaining", in STEP 106b, on the first cosmetic state input screen P1, "cosmetics remaining on the face" The answer may be displayed in such a way as to make the user recognize the previously input answer by displaying a mark of a specific color such as gray on the answer “clearly remaining”.

  In STEP 108 b of FIG. 19, the skin support application 35 a recognizes the second state of the application destination or the application source input to the second state input screen P 2 via the touch panel 32.

  The skin support application 35a switches between the second state input screen P2 to be displayed on the display 31 and the first state input screen P1 in accordance with the user's operation detected by the touch panel 32 in STEP 106b of FIG. May be configured.

  Further, the skin support application 35a outputs the first state input screen P1 regularly or in addition to or in place of the second state input screen P2 according to the score of each item of the skin state. An input of the first state may be required.

  In STEP 110 of FIG. 19, the skin support application 35a determines whether a pressing operation of the transmission button P17 has been detected through the touch panel 32.

  If the determination result in STEP 110 of FIG. 19 is affirmative (YES in STEP 110 in FIG. 19), the skin support application 35a selects the information input on the first state input screen P1 or the second state input screen P2 as the skin support server Send to 10

[K. Application support processing]
Next, the details of the application support process of STEP 200 of FIG. 19 will be described with reference to FIGS.

  In STEP 300 of FIG. 22, the skin support application 35 executes a temperature adjustment process. Details of the temperature adjustment support process will be described later. In the temperature adjustment support processing, support is performed to adjust the temperature of the face of the user Ua to which the coating agent is applied and the user Ua hand that is the application source of the coating agent to an appropriate temperature.

  In STEP 202 of FIG. 22, the skin support application 35 establishes communication with the coating agent container 48.

  In STEP 204 of FIG. 22, the skin support application 35 transmits, to the coating agent container 48, information indicating the application amount. The application amount may be a predetermined amount, or may be a value obtained from the attributes of the user Ua such as age and gender, or may be an amount calculated from a photo of the user Ua It is also good.

  In STEP 206 of FIG. 22, the skin support application 35 determines whether feedback information has been received. The feedback information is feedback information for the moving image transmitted in STEP 222 of FIG. 22 at the time of the previous application of the coating agent. The feedback information may be created by an advisor who has watched the moving image, or, for example, artificial intelligence of the characteristic portion of the operation of the user Ua of the imaged moving image and the characteristic portion of the operator of the standard moving image defined in advance. It may be created by comparing. The feature portion of the motion of the moving image user Ua and the feature portion of the operation of the standard motion image may be recognized by, for example, reinforcement learning. Details of the processing of STEP 222 in FIG. 22 will be described later.

  If the determination result is affirmative (YES in STEP 206 of FIG. 22), the skin support application 35a outputs a screen P3 (feedback screen) to the display 31 in STEP 208 of FIG.

  The feedback screen includes a display P31 of feedback information as shown in FIG.

  If the determination result is negative (NO at STEP 206 in FIG. 22) or after the processing at STEP 208 in FIG. 22, the skin support application 35a outputs a force adjustment guidance screen to the display 31 at STEP 210 in FIG. Do.

  Although FIG. 23 shows an example in which the force adjustment guidance screen and the feedback screen are configured on the same screen P3, these may be configured on separate screens. If the determination result in STEP 206 of FIG. 22 is negative (NO in STEP 206 of FIG. 22), the display P31 of the feedback information may not be output, or the feedback information of the previous two or more times may be displayed.

  As shown in FIG. 23, on the force adjustment guide screen, a display P32 of information prompting the user Ua to pressurize the pressure sensor, and a bar having a length corresponding to the magnitude of the pressure detected by the pressure sensor 47. P33 and pressure strength indicators P34a to P34c arranged in the vicinity of the bar P33 and indicating pressure strength, a pressure comment display P35, and an application start button P36 are included. Note that the bar P33 and the pressure strength indication P34a to P34 correspond to an example of the "information indicating advice on pressure adjustment" of the present invention. In addition, the comment display P35 relating to the pressure also corresponds to an example of the “information indicating the advice relating to the adjustment of pressure” in the present invention.

  In STEP 212 of FIG. 22, the skin support application 35a determines whether or not the pressing operation of the application start button P37 by the user Ua is detected through the touch panel 32. The skin support application 35a may start the processing after STEP 214 in FIG. 22 according to the detection of a predetermined operation of the user Ua like the pressing operation of the application start button P37 by the user Ua, or may be collected by the microphone 34. The processing after STEP 214 in FIG. 22 may be started according to the sound of the user Ua or the gesture of the user Ua captured by the camera 33.

  If the determination result in STEP 212 in FIG. 22 is negative (NO in STEP 212 in FIG. 22), the skin support application 35a executes the processing in STEP 212 in FIG.

  If the determination result in STEP 212 in FIG. 22 is affirmative (YES in STEP 212 in FIG. 22), the skin support application 35a starts imaging with the camera 33 in STEP 214 in FIG. Before this, the skin support application 35a may output, to the display 31 or the like, a message prompting the user Ua to place the user terminal 30 at a position at which the user Ua's application operation can be imaged.

  In STEP 216 of FIG. 22, the skin support application 35a outputs an audio regarding the application method to the speaker 38. For voice about application method, for example, please "wash your face" "Please operate the application container and apply the application hand" "Please hand over the face from the bottom by hand" "Repeat these times 0 times You may include guidance in a language such as "Please complete". Additionally or alternatively, the audio relating to the application method may be music that lasts only for a standard application time.

  In STEP 218 of FIG. 22, the skin support application 35a stops the output of the sound regarding the application method. The skin support application 35a may stop the output of the sound related to the application method when the reproduction of the sound is completed, or the sound output related to the application method may be performed on the condition that a predetermined time has elapsed since the start of the output of the sound. It may be stopped, or the output of the voice related to the application method may be stopped according to the operation, voice or gesture of the user Ua detected by the touch panel 32, the microphone 34 or the camera 33.

  In STEP 220 of FIG. 22, the skin support application 35 a stops the imaging by the camera 33. The skin support application 35a may stop the imaging by the camera 33 when the reproduction of the voice is completed, or may stop the imaging on condition that a predetermined time has elapsed from the start of imaging, or the touch panel 32 The imaging may be stopped in response to an operation, a voice or a gesture of the user Ua detected by the microphone 34 or the camera 33.

  In STEP 222 of FIG. 22, the skin support application 35 a transmits the image captured in STEP 214 to STEP 220 of FIG. 22 to the skin support server 10.

[L. Temperature adjustment support processing]
Next, details of the temperature adjustment support process of STEP 300 of FIG. 22 will be described with reference to FIGS.

  In STEP 302 of FIG. 24, the skin support application 35a causes the display 31 or the speaker 38 to output information prompting the user Ua to measure the temperature of the hand that is the application source of the coating agent using the temperature sensor 46. .

  In STEP 304 of FIG. 24, the skin support application 35a recognizes the data of the temperature measured by the temperature sensor 46 as the data of the hand temperature.

  In STEP 306 of FIG. 24, the skin support application 35a causes the display 31 or the speaker 38 to output information prompting the user Ua to measure the temperature of the face to which the application agent is applied using the temperature sensor 46. .

  In STEP308 of FIG. 24, the skin support application 35a recognizes data of the temperature measured by the temperature sensor 46 as data of the temperature of the face. The skin support application 35 a may recognize one or both of the hand temperature and the face temperature measured by the user using a thermometer or the like through the touch panel 32, the microphone 34, and the camera 33.

  In STEP 310 of FIG. 24, the skin support application 35a determines whether the temperature of the hand is lower than the first temperature and the temperature of the face is lower than the second temperature. The first temperature is the lower limit of the hand temperature range suitable for application. The second temperature is the lower limit value of the face temperature range suitable for application. Instead of or in addition to these, the skin support application 35a has a hand temperature equal to or higher than the upper limit of the hand temperature suitable for application, or a face temperature equal to or higher than the upper limit of the hand temperature appropriate to application Or may be determined. The skin support application 35a makes a determination regarding both the conditions of the hand temperature and the conditions of the face temperature in STEP 310 of FIG.

  If the determination result is affirmative (YES in STEP 310 of FIG. 24), in STEP 312 of FIG. 24, the skin support application 35a displays information prompting adjustment of the temperature of the hand and the temperature of the face on the display 31 or the speaker 38. Output to Information prompting adjustment of the hand temperature and the face temperature makes it easy for the hand temperature to be included in the hand temperature range suitable for application, and the face temperature is included in the face temperature range suitable for application It is information that makes it easy. The information prompting the adjustment of the hand temperature and the face temperature may be, for example, information prompting the adjustment of the air conditioner or a message prompting bathing.

  For example, the skin support application 35a outputs the temperature adjustment support screen P4 shown in FIG. The temperature adjustment support screen P4 includes a hand temperature display P41 indicating the temperature of the hand, a face temperature display P42 indicating the temperature of the face, and a display P43 of information prompting adjustment of the temperature of the hand and the temperature of the face.

  If the determination result is negative (NO in STEP 310 of FIG. 24), the skin support application 35a determines whether the temperature of the hand is equal to or lower than the first temperature in STEP 314 of FIG.

  If the determination result is affirmative (YES in STEP 314 in FIG. 24), the skin support application 35a outputs information prompting temperature control of the hand to the display 31 or the speaker 38 in STEP 316 in FIG. Information prompting temperature control of the hand may be, for example, a message of putting a hand for about 10 minutes in a kotatsu, or a message of putting a hand for about 5 minutes in hot water. May be

  If the determination result is negative (NO in STEP 314 of FIG. 24), the skin support application 35a determines whether the temperature of the face is equal to or lower than the second temperature in STEP 318 of FIG.

  If the determination result is affirmative (YES in STEP 318 of FIG. 24), the skin support application 35a outputs information for prompting temperature control of the face to the display 31 or the speaker 38 in STEP 320 of FIG. The information prompting the user to adjust the temperature of the face may be, for example, a message of putting the face into the kotatsu for about 10 minutes, or a message of washing the face with hot water. .

If the determination result is negative (NO in STEP 318 of FIG. 24), STEP 322 of FIG.
In the above, the skin support application 35a outputs, to the display 31 or the speaker 38, information that the temperature adjustment is not necessary.

[M. Skin condition evaluation process]
Next, the skin condition evaluation process of STEP 400 of FIG. 5 will be described with reference to FIGS. 26 to 27B.

  In STEP 402 of FIG. 26, the server state recognition unit 21 recognizes information indicating the state (first state or second state) of the user transmitted by the user terminal 30 in STEP 112 of FIG. 19.

  In STEP 404 of FIG. 26, the evaluation execution unit 22 determines whether the state of the user indicated by the information is information indicating the first state. For example, the evaluation execution unit 22 may determine whether or not the information indicates the first state by referring to header information or the like of the received information. Evaluation execution part 22 may judge whether it is the information which shows the 1st state based on the format of received information.

  If the determination result is affirmative (YES in STEP 404 of FIG. 26), in STEP 406 of FIG. 26, the evaluation executing unit 22 refers to the first table stored in the reference storage unit 23 based on the first state. Evaluation of the skin condition of the user Ua.

  In the first table, as shown in FIG. 27A, the question items, the score of the answer (first state), and the skin condition of the user Ua (water content in the stratum corneum, sebum content, dryness, fatness etc.) Is a table that associates In addition to or instead of this, the evaluation execution unit 22 may recognize the skin condition score of the user Ua corresponding to the first condition using a predetermined function, a calculation formula, a map or the like.

  If the determination result is negative (NO in STEP 404 of FIG. 26), the evaluation execution unit 22 refers to the evaluation storage unit 24 in STEP 408 of FIG. Recognize your skin condition score.

  In STEP 410 of FIG. 26, the evaluation execution unit 22 refers to the second table stored in the reference storage unit 22 based on the skin condition score of the user evaluated at the previous execution of the main processing and the second state. Recognize the user's skin condition score. The second table is, as shown in FIG. 27B, the score of the question item, the answer (first state), and the skin condition of the user Ua (water content in the stratum corneum, sebum, dry condition, fatness etc.) It is a table which associates the amount of change from the previous time For example, if the previous stratum corneum water content is 3 and the current answer of the cosmetic left on the face is "remains from the previous one", the evaluation execution unit 22 is estimated by the cosmetic's answer left on the face The stratum corneum water content of the user Ua is recognized as 3-1 = 2.

  In addition to or in place of this, the evaluation execution unit 22 uses the predetermined function, calculation formula, map, etc., this time corresponding to the score of the skin condition of the user and the second state evaluated at the time of previous main processing execution. The score of the skin condition of the user Ua may be recognized.

  In STEP 406 in FIG. 26 and STEP 410 in FIG. 26, the evaluation execution unit 22 calculates the average value, the mode value, the median value, and the like of the score estimated based on each user's response for each item of each skin condition. It may be recognized as a score of In addition, the evaluation execution unit 22 may recognize the score of the item using a weighting factor set for each item of each skin condition.

  For example, in STEP 410 of FIG. 26, the current response of the cosmetic product left on the face when the stratum corneum moisture content is 3 last time is "remains from the previous response", and the current response of cosmetics left in the hand is "last time Consider the same case. In this case, it is shown in FIG. 27B that the amount of change in the stratum corneum water content when the current answer of the cosmetic left on the face is “remains from the previous one” is −1, so the cosmetic left on the face The score of the stratum corneum water content estimated on the basis of the current answer “remains from the previous time” is 3-1 = 2. Further, FIG. 27B shows that the change amount of the stratum corneum water content of the present answer of the cosmetic left in the hand is “same as the previous time” is 0, so this time the cosmetic left in the hand The score of the stratum corneum water content estimated based on the answer “same as the previous time” is 3 + 0 = 3.

  In this case, the evaluation execution unit 22 may recognize, for the stratum corneum water content, an average value “2.5” or the like of the score estimated based on each reply of the user as the score of the item. In addition, the evaluation execution unit 22 calculates 0.8 * 2 + 0.2 * calculated using the weighting factor 0.8 of the cosmetic remaining on the face and the weighting factor 0.2 of the cosmetic remaining on the hand. 3 = 2.2 may be recognized as the stratum corneum water content score.

  In addition, the evaluation execution part 22 may prescribe | regulate the possible range of each item, and when there is an answer which deviates from the range, it may be comprised so that the deviation may be disregarded. For example, when the evaluation execution unit 22 sets the score range of the stratum corneum water content to 0 to 5, the score of the previous stratum corneum water content is 4.5, and the change amount of the stratum corneum water content is In the case of +1, 0.5 minutes deviating from the range may be ignored, and the current score of stratum corneum water content may be 5.

  In STEP 412 of FIG. 26, the evaluation execution unit 22 stores the score of the first state or the second state and the current skin state in the evaluation storage unit 24. The evaluation execution unit 22 may store the recognized current skin condition score in the support DB 20. The skin condition score may be used for schedule change processing, determination processing of each measure, display processing of a skin condition graph, and the like. Alternatively, the score recognized in STEP 412 of FIG. 26 may be converted into a score such as water holding capacity according to a specified standard and then used for each process.

[N. Action effect]
According to the study of the present inventors, the subject's subjectivity of the user Ua regarding the state of the skin of the application destination when the application is applied to the skin of the user Ua by hand and the state of the hand of the application source is the application on the skin of the user Ua It was found that the correlation with the condition of the skin of the application destination of the user Ua is higher than in the case where the application is not performed.

  According to the above-described skin condition evaluation system configured in view of this point, the skin support application 35a and the server state recognition unit 21 manually apply the application agent to the skin of the user Ua input via the touch panel 32 or the like. Information indicating the subjectivity of the user Ua with respect to one or both of the skin condition and hand condition of the user Ua after application is recognized (STEP 108a to STEP 112 in FIG. 19 and STEP 402 in FIG. 26).

  Then, the evaluation regarding the skin of the face of the user Ua is performed according to a predetermined standard based on the information by the evaluation executing unit 22 (STEP 406 in FIG. 26 or STEP 410 in FIG. 26). Here, the information, that is, the state of the skin of the application destination of the user Ua after application when the application agent is manually applied to the skin of the user Ua's face input through the touch panel 32 etc. The subjectivity of the user Ua indicated in the information of one or both of the states of is relatively correlated with the state of the skin to which the user Ua is applied, as described above.

  Therefore, based on the information having a relatively high correlation with the skin condition of the user Ua, the evaluation execution unit 22 performs the evaluation on the skin of the application destination to improve the accuracy of the evaluation. it can.

  According to the skin condition evaluation system of the configuration, information indicating the subjectivity of the user Ua regarding the excess or deficiency of the coating agent in the face is taken into consideration as the information of the skin condition of the face of the user Ua (for example, FIG. See Figure 21).

  Since excess and deficiency of the coating agent in the face are relatively easy to grasp in quantity, variations are less likely to occur than the subjectivity of the skin condition itself. The accuracy of the evaluation can be improved by performing the evaluation on the skin of the application destination in consideration of the information on the subjectivity of the user Ua regarding the matters that are easily grasped in quantity.

  Since the excess and deficiency of the coating agent in the hand is relatively easy to grasp in quantity, variations are less likely to occur than the subjectivity of the skin condition itself. In particular, excess and deficiency of the coating agent of the coating source (hand) can be confirmed through vision without using a mirror or the like, so even if it is subjective, it tends to be relatively accurate information. The accuracy of the evaluation can be improved by performing the evaluation on the skin of the application destination in consideration of the information on the subjectivity of the user Ua regarding the matters that are easily grasped in quantity and accuracy.

  According to the skin condition evaluation system of the configuration, the condition of the skin of the user Ua's face and the application source after application when the application agent is manually applied to the user Ua's skin input through the touch panel 32 etc. Information for comparing the previous state and the current state is recognized as information on one or both of the hand states (STEP 108 b in FIG. 19).

  Here, the information comparing the previous state and the current state tends to be relatively accurate information.

  The evaluation execution unit 22 improves the accuracy of the evaluation on the skin by performing the evaluation on the skin of the application destination of the user in consideration of the information that is likely to be relatively accurate as described above (STEP 410 in FIG. 26). be able to.

  According to the skin condition evaluation system of the configuration, the temperature sensor 46 recognizes one or both of the temperature of the hand and face of the user Ua (STEP 302 in FIG. 24 and STEP 306 in FIG. 24).

  Then, if one or both of the temperature of the face and the hand indicated by the temperature sensor 46 before the application of the coating agent is out of the predetermined temperature range by the skin support application 35a (NO in STEP 310 of FIG. 24; Information prompting the user to adjust the temperature so that one or both of the hand and face temperatures fall within the predetermined temperature range is output to the display 31 or the like (NO in STEP 314 or NO in STEP 318 in FIG. 24) STEP 312 in FIG. 24, STEP 316 in FIG. 24, or STEP 320 in FIG.

  If the user Ua adjusts the temperature according to the output information, one or both of the hand and face temperatures fall within a predetermined range. Thereby, since the application aspect of an application agent can be stabilized, the subjectivity of user Ua regarding the hand or face after application can also be stabilized.

  According to the skin condition evaluation system of the said structure, the information which designates the supply amount of a coating agent by the skin support application 35a is transmitted to the coating agent container 48 (STEP204 of FIG. 22). The control unit 48c of the coating agent container 48 controls the supply amount of the coating agent by the supply unit 48b so as to be the supply amount indicated by the received information.

  Thereby, the supply amount of the coating agent becomes the amount designated by the system, so it is possible to suppress the occurrence of the variation in the subjectivity of the user Ua after the application of the coating agent due to the excessive supply of the coating agent or the insufficient supply amount of the coating agent.

  According to the skin condition evaluation system of the configuration, the skin support application 35a outputs a display P31 of information prompting the user Ua to pressurize the pressure sensor 47 to the display 31 (STEP 210 in FIG. 22). Thus, the pressure sensor 47 can be urged to press the user Ua.

  In addition, according to the pressure recognized by the pressure sensor 47 by the skin support application 35a, displays P33 to P35 of the information indicating advice on the increase or decrease of the pressure applied from the hand to the face at the time of application of the coating agent It is output (STEP 210 of FIG. 22).

  As a result, it is possible to teach the user Ua a good force applied to the face from the hand when applying the coating agent. This makes it possible to suppress the occurrence of variations in the application method of the coating agent, and in turn, suppress the occurrence of the variation in the subjectivity of the user Ua with respect to the hand or face after application resulting from the variation in the application method of the coating agent. Can.

  According to the skin condition evaluation system of the said structure, display 31 of the feedback information with respect to the operation | movement of application of the coating agent by the user which was imaged by the skin support application 35a displays the indicator 31 before application of the said coating agent from next time. It is output (STEP 208 of FIG. 22).

  Thereby, feedback information on the operation of the application can be notified to the user Ua before the application is performed. As a result, the application method by the user Ua can be guided to a predetermined application method, which in turn suppresses the occurrence of the variation in the subjectivity of the user Ua with respect to the hand or face after application due to the variation in the application method be able to.

  According to the skin condition evaluation system of the said structure, the audio | voice which instruct | indicates the application method of a coating agent is output by the speaker 38 for the fixed time at the time of application of a coating agent (STEP216 of FIG. 22 STEP218 of FIG. 22).

  As a result, the user Ua can be guided to a certain application method, and in turn, the occurrence of the subjectivity variation of the user Ua with respect to the hand or face after application due to the application method variation can be suppressed. .

[O. Modification mode]
In the above embodiment, the skin support application 35a may function as part or all of the server state recognition unit 21 and the evaluation execution unit 22. In this case, the skin support application 35a may communicate with the skin support server 10 in advance or at the time of executing the process to download data necessary for the process, and cause the skin support server 10 to execute an appropriate function such as search. , You may receive the result.

  One or both of the temperature sensor 46 and the pressure sensor 47 may be integrally configured with the user terminal 30.

  Each process of the present embodiment is an example of the present invention, and various corrections such as omission of each process, change, addition, change of process order, change of display, change of process timing, etc. are added to the above embodiment. Good.

[P. Composition for evaluation of skin condition]
Moreover, the composition for skin condition evaluation used for the coating agent used in one aspect of this invention is demonstrated. The composition for this skin condition evaluation can be used as a coating agent of the skin condition evaluation system mentioned above.

  The composition for evaluating the skin condition is used by the user to apply to the skin and to evaluate its own skin condition as well as the feeling of use. The form thereof is not particularly limited as long as it can be applied to the skin, but it is more preferable that the coating film formed when applied to the skin has a property of staying on the skin without dripping for a certain period of time. Specifically, it may be in a form according to an emulsion, cream or the like which is a general form of a cosmetic, and therefore, for skin condition evaluation which is a coating agent used in the present invention in a range without special mention. In the composition, materials used for such general cosmetics may be appropriately selected, and a predetermined amount thereof may be blended.

  The composition for skin condition evaluation suitable as a coating agent used in the present invention preferably contains at least one selected from the group consisting of hardened rapeseed oil and meadow foam oil. If this is not included, the correlation with the objective evaluation may be worse. That is, the difference between the evaluation of the condition of one's own skin by a person using this composition and the objective evaluation such as the evaluation of skin texture by a professional evaluator or the measured value by a skin measuring device becomes large, It may not be possible to secure enough.

  The cured rapeseed oil is obtained by subjecting the rapeseed oil obtained by extracting or squeezing from the seeds of the nanoflower family Nanohana, to a treatment of hydrogenation in the presence of a catalyst and curing. In the present invention, the iodine value of the hardened rapeseed oil is preferably 15 to 45, and more preferably 20 to 40. This is because when the iodine value is below the lower limit of the above range or above the upper limit of the above range, the effect may not be sufficient from the viewpoint of facilitating the evaluation of the skin condition by the user themselves. It is. As a hardened rapeseed oil, there exist what is already marketed and such commercial item can be obtained and utilized also in this invention. As a preferable commercial item, for example, "rapeseed hydrogenated oil HR-35" (manufactured by Yokozeki Yushi Kogyo Co., Ltd.) and the like are exemplified.

  In the composition for skin condition evaluation of the coating agent used in the present invention, the cured rapeseed oil is preferably contained in an amount of 1 to 10% by mass, more preferably 2 to 7% by mass based on the total amount of the composition. . This has the above-mentioned effect that when the content of the hardened rapeseed oil is too small, the user can evaluate the skin condition by himself / herself with good correlation with the objective evaluation by a professional evaluator or a skin measuring instrument etc. There are cases where there is no case, and even if it is too much, the effect may become flat. Moreover, it is more preferable to use this hardened rapeseed oil with the below-mentioned meadow foam oil. This allows the user to more appropriately evaluate his or her skin condition.

  Meadowfoam oil is an oil obtained by collecting seeds of Meadowfoam. In the present invention, the iodine value of meadowfoam oil is preferably 70 to 110, and more preferably 80 to 100. This is because when the iodine value is below the lower limit of the above range or above the upper limit of the above range, the effect may not be sufficient from the viewpoint of facilitating the evaluation of the skin condition by the user themselves. It is. As meadowfoam oil, there are those already commercially available, and such commercially available products can be obtained and used in the present invention as well. As a preferable commercial item, for example, “Cropure Med Foam” (manufactured by Croda Japan Ltd.) and the like are exemplified.

  In the composition for skin condition evaluation of the coating agent used for this invention, it is preferable to make meadowfoam oil contain 1-10 mass% with respect to the composition whole quantity, and it is preferable to contain 2-7 mass%. preferable. This is because, if the content of meadowfoam oil is too low, the user can evaluate the skin condition by the user himself / herself with good correlation with an objective evaluation by a professional evaluator or a skin measuring instrument etc. It is because there is a case where it does not play, and even if it is too much, the effect may become flat. Further, it is more preferable to use such meadowfoam oil together with the aforementioned hardened rapeseed oil. This allows the user to more appropriately evaluate his or her skin condition.

  In the composition for skin condition evaluation of the coating agent used in the present invention, in the case of using hardened rapeseed oil and meadow foam oil, the ratio of mass in those compositions makes it possible for the user to evaluate their skin condition more From the viewpoint of achieving objectivity, 2: 8 to 6: 4 is preferable, and 3: 7 to 5: 5 is more preferable.

  In the composition for skin condition evaluation of the coating agent used for this invention, it is preferable that polyglycerin fatty acid ester is included further. Thereby, in addition to the cured rapeseed oil and / or the meadow foam oil, by further containing a polyglycerin fatty acid ester, the user can more objectively evaluate the condition of his or her skin. In this case, the polyglycerin fatty acid ester is preferably an unsaturated or branched fatty acid residue having 10 to 20 carbon atoms, and is an unsaturated or branched fatty acid having 12 to 18 carbon atoms Is more preferred. Among them, oleic acid and isostearic acid are particularly preferred. Moreover, it is preferable that it is a fatty-acid monoester of polyglycerin, or a fatty-acid diester of polyglycerin as esterification degree, and it is more preferable that it is a fatty-acid mono-ester of polyglycerin. Furthermore, as a polymerization degree of glycerin of polyglycerin fatty acid ester, 2-10 are preferable, 2-4 are more preferable, and 2 is more preferable. Since many polyglycerin fatty acid esters are commercially available, they can be obtained and used. Two or more types of polyglycerin fatty acid esters may be used in combination.

  In the composition for skin condition evaluation of the coating agent used in the present invention, the polyglycerin fatty acid ester (in terms of the total amount in the case of using two or more kinds in combination), 0.01 to the total amount of the composition It is preferable to contain -5 mass%, and it is more preferable to contain 0.1-2 mass%. When the content of polyglycerin fatty acid ester is too low, this is combined with hardened rapeseed oil and / or meadow foam oil, and it is correlated well with the objective evaluation by a professional evaluator or a skin measuring instrument etc., and the user's own skin This is because the above-mentioned effect of being able to evaluate the state may not be exhibited, and the effect may be overshot if the amount is too large.

  In the composition for skin condition evaluation of the coating agent used for this invention, it is preferable to further contain a lecithin. Thereby, in addition to the hardened rapeseed oil and / or meadow foam oil, by further containing lecithin, the user can more appropriately evaluate his / her skin condition. In this case, lecithin may be extracted from organisms of plants, animals and microorganisms and purified as desired, or may be synthesized. Preferably, plant-derived lecithins such as soybean, corn, peanut, rapeseed, wheat and the like can be used. In addition, lecithin may be hydrogenated lecithin, enzyme-degraded lecithin, enzyme-degraded hydrogenated lecithin, lysolecithin or the like. Among these, hydrogenated lecithin is preferred.

  As lecithin, there are those already marketed, and such commercial products can be obtained and used in the present invention as well. As preferable commercially available products, for example, “Resinol S-10” (Nikko Chemicals Co., Ltd.) (hydrogenated: present, PC (phosphatidyl choline) content: 25 to 30%), “Resinol S-10 E” (Nikko Chemicals Co., Ltd.) Hydrogenation: Yes, PC content: 75-85%), “Resinol S-10EX” (Nikko Chemicals Co., Ltd.) (Hydrogenation: Yes, PC content:> 95%), “Basis LP-20” (Nisshingu Oilio Co., Ltd. (hydrogenation: none, PC content: 20 to 30%), "Basis LP-20H" (Nisshin Oilio Co., Ltd.) (hydrogenation: present, PC content: unconfirmed), "Basis LS-60HR" (Nisshin Oillio Co., Ltd.) (hydrogenation: present, PC content: 60 to 75%), “Basis LS-60” (Nisshin Oilio Co., Ltd.) (hydrogenation: none, PC content: unconfirmed), etc. are exemplified. Ru.

  In general, lecithin includes phosphatidyl choline, phosphatidic acid, phosphatidyl glycerol, phosphatidyl inositol, phosphatidyl ethanolamine, phosphatidyl methyl ethanolamine, phosphatidyl serine, bisphosphatidic acid, diphosphatidyl glycerol (cardiolipin) and the like. The same applies to lecithin used in the present invention, and the carbon number of the fatty acid constituting the hydrophobic group portion of lecithin is not particularly limited. For example, those having 8 to 20 carbon atoms, preferably 16 to 18 carbon atoms are mainly used it can. The fatty acids may also be saturated or unsaturated. Also, the fatty acid may be linear or branched. Lecithin can also be used in the form of a single species of these phospholipids, or in the form of a mixture of a plurality of phospholipids.

  In the composition for skin condition evaluation of the coating agent used in the present invention, the composition of lecithin is preferably composed mainly of phosphatidylcholine, for example, 20% by mass or more, preferably 50% by mass or more is phosphatidylcholine preferable.

  In the composition for skin condition evaluation of the coating agent used in the present invention, lecithin (in terms of the total amount in the case of using two or more types in combination) is 0.001 to 0 with respect to the total amount of the composition. It is preferable to contain 0.1 mass%, and it is more preferable to contain 0.001 to 0.01 mass%. When the content of lecithin is too low, this is combined with hardened rapeseed oil and / or meadow foam oil, and the evaluation of the skin condition by the user itself is well correlated with the objective evaluation by a professional evaluator or a skin measuring instrument etc. There are cases where the above effect of being able to be performed may not be exhibited, and even if there are too many, the effect may become flat. Moreover, it is more preferable to use such lecithin with the below-mentioned phytosterol. This allows the user to more appropriately evaluate his or her skin condition.

  In the composition for skin condition evaluation of the coating agent used for this invention, it is preferable to further contain phytosterol. Thereby, in addition to the hardened rapeseed oil and / or meadow foam oil, by further containing phytosterol, the user can more appropriately evaluate his / her skin condition. In this case, phytosterols can be used if they are generally classified into phytosterols (vegetable sterols), and those containing campesterol, sitosterol, stigmastanol or the like as a component can be preferably exemplified. Such components can be obtained by extracting cereal germ and the like with an organic solvent and removing the water-soluble part. In addition, phytosterols are already commercially available, and such commercially available products can be obtained and used in the present invention. As a preferable commercial item, "Phytosterol S" (made by Seikagaku Corporation) etc. are illustrated, for example.

  In the composition for skin condition evaluation of the coating agent used in the present invention, phytosterol (in terms of the total amount of two or more compounds, in terms of the total amount thereof), is 0.001 to 0. It is preferable to contain 1 mass%, and it is more preferable to contain 0.001 to 0.01 mass%. This is because when the content of phytosterol is too low, in combination with hardened rapeseed oil and / or meadow foam oil, the user's own evaluation of the skin condition is well correlated with objective evaluation by a professional evaluator or a skin measuring instrument etc. In some cases, the above effect of not being able to be achieved may not be exhibited, and even if there are too many, the effect may become flat. Furthermore, it is more preferable to use such phytosterol with the above-mentioned lecithin. This allows the user to more appropriately evaluate his or her skin condition.

  When lecithin and phytosterol are used in the composition for evaluating the skin condition of the coating agent used in the present invention, the ratio of mass in the composition makes it more objective for the user to evaluate the condition of their skin. From the viewpoint of being possible, 3: 7 to 7: 3 is preferable, and 4: 6 to 6: 4 is more preferable.

  Hereinafter, the present invention will be described in more detail by way of examples. However, these examples do not limit the technical scope of the present invention.

(Preparation Examples 1 to 5)
According to Table 1, after mixing and blending the compounding materials shown in (A) and (A) for each preparation example at 80 ° C., the mixture was cooled to 30 ° C. to obtain a milky composition for skin condition evaluation.

<Test Example 1>
After 100 minutes of face washing, the subject was acclimated for 15 minutes in a room at 20 ± 2 ° C., and then a professional evaluator performed skin texture evaluation and skin condition measurement with a skin measuring instrument. Moreover, the composition for skin condition evaluation of the preparation example 1 prepared above was used, and the subject's own subjective evaluation was implemented. Then, the relationship between the skin measurement value and the texture evaluation and the subjective evaluation was analyzed. In addition, evaluation without using the composition for skin condition evaluation was implemented on another day.

  -Texture evaluation by professional evaluation: Five panelists evaluate dryness, oiliness, rough skin, texture, and firmness in five grades. The average value was calculated.

  ・ Measuring method of skin condition: stratum corneum moisture amount is Corneometer CM 825 (Courage + Khazaka), sebum amount is Sebumeter SM 815 (Courage + Khazaka), water loss amount is Tewameter TM300 (Courage + Khazaka), Viscoelasticity is Corneometer CM 825 (Courage + Khazaka), Kimi measurement (Trademark) VC98 USB (Courage + Khazaka) was used, 3 times of measurements were performed, and the average was computed.

  -Subjective evaluation: About 0.5 mL of the composition for skin condition evaluation was apply | coated to skin (face), and the question of the item 1-10 described in Table 2 acquired the information of a subject's subjective evaluation. In addition, in the case of the evaluation performed on another day, the information of the subjectivity evaluation of the test subject of the state which does not apply the composition for skin condition evaluation was acquired.

  Analysis method: Regression analysis was performed using statistical analysis software JMP (SAS) (registered trademark), and p <0.05 was determined to be significant.

  The results are shown in Table 2.

  As shown in the results of Table 2, when the subject's own subjective evaluation is obtained using the composition for skin condition evaluation of Preparation Example 1, skin measurement values and texture evaluations and their subjective evaluations are obtained for any question item. While no significant relationship was found between the two, no correlation was found in the case where such a coating agent was not used.

  From the above results, it becomes clear that subjectivity evaluation can be given more objectivity by using a predetermined coating agent as compared with the case where such a coating agent is not used. The

Test Example 2
About the composition for skin condition evaluation of the preparation examples 1-5, the test similar to test example 1 was done. Specifically, the test was conducted as follows.

  After 100 minutes of face washing, the subject was acclimated for 15 minutes in a room at 20 ± 2 ° C., and then a professional evaluator performed skin texture evaluation and skin condition measurement with a skin measuring instrument. Moreover, the composition for skin condition evaluation of any of the preparation examples 1-5 prepared above was received, and the subject's own subjective evaluation was implemented. Then, the relationship between the texture evaluation and the skin measurement value, and the subjective evaluation was analyzed.

  -Texture evaluation by professional evaluation: Five panelists evaluate dryness, oiliness, rough skin, texture, and firmness in five grades. The average value was calculated.

  ・ Measuring method of skin condition: stratum corneum moisture amount is Corneometer CM 825 (Courage + Khazaka), sebum amount is Sebumeter SM 815 (Courage + Khazaka), water loss amount is Tewameter TM300 (Courage + Khazaka), Viscoelasticity is Corneometer CM 825 (Courage + Khazaka), Kimi measurement (Trademark) VC98 USB (Courage + Khazaka) was used, 3 times of measurements were performed, and the average was computed.

  Subjective evaluation: About 0.5 mL of the composition for skin condition evaluation was applied to the skin (face), and the subject's subjective evaluation was made based on the questions in items 3, 4, 6, 7, 9, 10 shown in Table 2 above. The information of was acquired.

  Analysis method: Regression analysis was performed using statistical analysis software JMP (SAS) (registered trademark), and p <0.05 was determined to be significant. Moreover, the correlation coefficient which represents the strength of the correlation in that case was also calculated, and it described in Table 3 by the following reference | standard.

(Relationship between correlation coefficient value and symbol in table)
X: 0.1 <correlation coefficient ≦ 0.15
▲: 0.15 <correlation coefficient ≦ 0.2
Δ: 0.2 <correlation coefficient ≦ 0.4
○: 0.4 <correlation coefficient ≦ 0.5
A: 0.5 <correlation coefficient The usefulness of the composition for evaluating the skin condition is judged as x <▲ <<< ○ << The results are shown in Table 3.

  As a result, the following things became clear.

  (1) The composition for evaluating the skin condition of Preparation Example 1 corresponds to each evaluation result on the skin texture (drying, greasyness, rough skin condition, texture and firmness) by a professional evaluator and each texture The results of subjective evaluation of the question items were highly correlated. Also, similarly, each measured value of skin condition by skin measuring instrument (corneal layer water content, sebum content, water transpiration amount, texture measurement value, and visco-elasticity value) and subjectivity about the question item corresponding to each measurement The evaluation results were highly correlated.

  (2) In the composition for skin condition evaluation of Preparation Example 2 prepared in the same manner as Preparation Example 1 except that hardened rapeseed oil is not added, oiliness (in the case of question item No. 7) and skin roughening by an expert evaluator are particularly noted. In addition, the amount of water evaporation by the skin measuring device was highly correlated with the result of the subjective evaluation. However, as a whole, the correlation was slightly lower than that of Preparation Example 1.

  (3) In the composition for skin condition evaluation of Preparation Example 3 prepared in the same manner as Preparation Example 1 except that no meadow foam oil was added, the skin rough state and the amount of sebum by a professional evaluator (in the case of question item No. 7), In addition, a high correlation with the result of subjective evaluation was found for the amount of water evaporation by the skin measuring device. However, as a whole, the correlation was slightly lower than that of Preparation Example 1.

  (4) The composition for evaluating skin condition of Preparation Example 4 prepared in the same manner as in Preparation Example 1 except that diglyceryl monooleate was not added, the texture of the skin by the expert evaluator (dryness, fatness, texture, The correlation between each of the evaluation results for “Harri” and “Harri” and the result of subjective evaluation for the question item corresponding to each texture was generally good. In addition, similarly, each measurement value of skin condition by the skin measuring instrument (corneal layer water content, sebum capacity, texture measurement value, and viscoelasticity numerical value) and the result of subjective evaluation for the question item corresponding to each measurement The correlation was generally good. However, as a whole, the correlation was slightly lower than that of Preparation Example 1.

  (5) The composition for evaluating skin condition of Preparation Example 5 prepared in the same manner as in Preparation Example 1 except that hardened rapeseed oil and meadow foam oil are not blended, the skin texture evaluation by a professional evaluator and the skin condition by a skin measuring instrument The correlation with the result of subjective evaluation was poor also in any evaluation item concerning measurement.

  As in Preparation Example 1 shown in Test Example 1, p values by regression analysis also satisfy p <0.05 for Preparation Examples 2 to 5, and they are compositions for skin condition evaluation of Preparation Examples 2 to 5, Even in comparison with the case of not using it, it was possible to give more objectivity to the subject's own subjective evaluation.

  From the above results, the user applies a predetermined coating agent to the skin, and the use feeling is selected from the cured rapeseed oil and the meadow foam oil as the coating agent used for subjectively evaluating the condition of the own skin. It has become clear that it is preferable to include at least one of the following. In addition, it has become clear that it is preferable to further include polyglycerin fatty acid esters such as diglyceryl monooleate.

DESCRIPTION OF SYMBOLS 1 ... Communication network, 10 ... Skin support server, 11 ... Skin condition recognition part, 12 ... Measure group selection part, 13 ... Measure information transmission part, 19 ... Secondary data generation part, 20 ... Support DB (database), 21 .. Server state recognition unit, 22 .. evaluation execution unit, 23 .. reference storage unit, 24 .. evaluation storage unit, 30 (30a, 30b, 30c) ... user terminal (smart phone), 31 ... display (output unit), 32 ... touch panel (Input unit) 33: camera (input unit, imaging unit) 34: microphone (input unit) 35: CPU 35a: skin support application (user information recognition unit, output control unit) 36: memory 38: Speaker (output unit, sound output unit), 40 ... connection terminal, 45 ... measurement device, 46 ... temperature sensor, 47 ... pressure sensor.

Claims (14)

An input unit for receiving input of information;
Regarding one or both of the condition of the user's skin and the condition of the user's hand of the application source after the application when the application is applied to the user's skin by hand, which is input through the input unit A state recognition unit that recognizes information indicating the subjectivity of the user;
A skin condition evaluation system comprising: an evaluation execution unit that executes an evaluation on the skin of the user of the application destination according to a predetermined standard based on the information recognized by the state recognition unit.   The skin condition evaluation system according to claim 1, wherein the information indicating the subjectivity of the user regarding the skin condition of the user of the application destination is information indicating the subjectivity of the user regarding excess or deficiency of the coating agent at the application destination. Characteristic skin condition evaluation system.   The skin condition evaluation system according to claim 1 or 2, wherein the information indicating the subjectivity of the user regarding the state of the user's hand at the application source is information indicating the subjectivity of the user regarding excess or deficiency of the coating agent at the application source. Skin condition evaluation system characterized by being In the skin condition evaluation system according to any one of claims 1 to 3,
One or both of the condition of the user's skin at the application destination and the condition of the user's hand at the application source after application when the application is applied manually to the user's skin input via the input unit Information is information that compares the previous state with the current state,
The evaluation execution unit performs an evaluation on the skin of the user at the application destination according to a predetermined standard, based on information comparing the previous state and the current state and the evaluation on the previous skin. Skin condition evaluation system characterized by In the skin condition evaluation system according to any one of claims 1 to 4,
An output unit that outputs information;
A temperature sensor that recognizes one or both of the application source temperature and the application destination temperature of the user;
When one or both of the application source and the application destination temperature indicated by the temperature sensor before application of the application agent are out of a predetermined temperature range, one or both of the application source and application destination temperature And an output control unit that causes the output unit to output information prompting the user to adjust the temperature so that the temperature falls within a predetermined temperature range. In the skin condition evaluation system according to any one of claims 1 to 5,
A storage unit for storing the coating agent, a supply unit for supplying the coating agent to the user by discharging the coating agent to the outside, and a control unit for controlling the supply amount of the coating agent by the supply unit A coating agent container comprising
A skin condition evaluation system comprising: a supply amount instruction unit for transmitting information specifying a supply amount of the coating agent to the coating agent container via communication. In the skin condition evaluation system according to any one of claims 1 to 6,
An output unit that outputs information;
A pressure sensor that recognizes pressure,
Information is output to the output unit to urge the user to press and pressurize the pressure sensor, and the pressure recognized by the pressure sensor and the ideal from the coating source to the coating destination when the coating agent is applied And an output control unit that causes the output unit to output information that compares the pressure with a specific pressure. In the skin condition evaluation system according to any one of claims 1 to 7,
An output unit that outputs information;
An imaging unit configured to image an operation of applying the coating agent by the user;
A skin condition evaluation system comprising: an output control unit that causes the output unit to output the information about the operation of applying the coating agent by the user after the imaging, next time and thereafter. In the skin condition evaluation system according to any one of claims 1 to 8,
A skin condition evaluation system comprising: a voice output unit that outputs a voice instructing a method of applying the coating agent for a predetermined period of time when applying the coating agent.   A composition for skin condition evaluation, comprising at least one selected from the group consisting of hardened rapeseed oil and meadow foam oil.   The composition for skin condition evaluation according to claim 10, further comprising a polyglycerin fatty acid ester.   The composition for skin condition evaluation according to claim 10 or 11, further comprising at least one selected from the group consisting of lecithin and phytosterol. In a computer including an input unit that receives an input of information,
Regarding one or both of the condition of the user's skin and the condition of the user's hand of the application source after the application when the application is applied to the user's skin by hand, which is input through the input unit Recognizing information indicative of the user's subjectivity;
And a step of executing an evaluation on the skin of the user of the application destination according to a predetermined standard based on the recognized information. A method executed by a computer comprising an input unit for receiving input of information, the method comprising:
Regarding one or both of the condition of the user's skin and the condition of the user's hand of the application source after the application when the application is applied to the user's skin by hand, which is input through the input unit Recognizing information indicative of the user's subjectivity;
And D. performing an evaluation on the skin of the user of the application destination in accordance with a predetermined standard based on the recognized information.