JP2018108182A - Skin condition support system - Google Patents

Abstract

PROBLEM TO BE SOLVED: To provide a skin condition support system which provides planned support of a healthy skin condition by considering a variety of factors that affect the skin condition.SOLUTION: A target level setting part 11 sets a target level of a user's skin condition on the basis of current conditions of the user's skin, body and mind recognized according to initial user information data including information about the user's skin, body, and mind when starting support processing and information about the skin condition the user desires. A schedule determination part 12 determines a schedule for achieving the target level including a first measure promoting the user's prescribed behavior other than using a prescribed cosmetic or intake of prescribed food product on the basis of the current conditions of the user's skin, body, and mind recognized according to the initial user information data.SELECTED DRAWING: Figure 2

Description

  The present invention relates to a skin condition support system that supports improvement, maintenance, and the like of a user's skin condition.

  2. Description of the Related Art Conventionally, a skin condition support system that performs data communication with a user communication terminal and supports improvement of the user's skin condition has been proposed (see, for example, Patent Documents 1 to 3).

  In the system described in Patent Document 1 (hereinafter referred to as the conventional system 1), the user's skin condition is analyzed based on analysis of captured skin images (visual analysis and spectral analysis) or user questionnaire input (gender, age, ethnicity). Sex, position, skin color, environmental factors, etc.), or a combination of these, and based on the skin condition and user requirements, determine the skin goal, the best product and its prescription plan, Provide (paragraph [0100]). Further, in the conventional system 1, a trend analysis of an intermediate skin condition during the execution of the prescription plan is performed, and advice on the change of the prescription plan, the effectiveness of the product or the prescription plan, etc. is provided to the user (paragraph). [0106]).

  The system described in Patent Document 2 (hereinafter referred to as the conventional system 2) is intended to support the user's skin, body and mind in a composite manner (paragraph [0013]), and the user who accesses the system In response, the user is prompted to input an inquiry format for the three items of skin, body and mind (paragraphs [0032] to [0038], FIGS. 1 to 3). Then, the conventional system 2 shows the diagnosis result on the radar chart (FIG. 4) based on the input result of the user, and shows the recommended herbal medicine-containing cosmetics, Chinese medicine vitamins, medicinal herbs, and herbal supplements. (Paragraphs [0039] to [0040], FIG. 5). In addition, the conventional system 2 allows the user to confirm the improvement effect by receiving a series of periodic counseling (paragraph [0042]).

  The system described in Patent Document 3 (hereinafter referred to as the conventional system 3) is intended to promote continuous skin condition measurement by the user, and performs skin diagnosis and advice on a user-participation type virtual game. (First embodiment, paragraphs [0035] to [0057]) or by periodically sending an advice mail to the user (second embodiment, paragraphs [0058] to [0063]), Users are motivated to continue measuring skin condition by raising their awareness of skin care.

Japanese translation of PCT publication No. 2010-515489 JP 2002-140434 A Japanese Patent No. 3789890

  According to the above-described conventional system 1, the user's skin condition is determined according to the skin image analysis and questionnaire input results, and the skin target and the best product are determined based on the skin condition and the user's request. And its prescription plan. However, the skin condition varies greatly depending not only on the type of product (cosmetics) to be used and its method of use, but also on other factors specific to the user (personal characteristics, life, environment, etc.). Therefore, in the support specialized in the prescription of cosmetics in the conventional system 1, the effect of improving and maintaining the skin state may be insufficient.

  In the conventional system 2, recommended cosmetics, Chinese medicine vitamins, medicinal herbs, and herbal supplements are shown based on the results of interviews on the user's skin, body, and mind. However, the conventional system 2 is also a support based on a prescription that directly acts on the body, such as cosmetics and health supplements, and does not consider other factors specific to the user described above, so the skin condition is improved or maintained. The effect of may be insufficient.

  Further, in the first embodiment of the conventional system 3, when the user selects “measurement + interview” in the “skin check” corner of the game, a measurement instruction and an answer to the 20 interrogations are required. The results are accumulated in the user database as measurement data. Then, a diagnosis for comparing the measurement data with the data stored in the advice database is performed, and the advice word selected according to the diagnosis result is transmitted as a message to the user terminal. Further, in the second embodiment of the conventional system 3, advice on the answer from the user is transmitted by e-mail regularly three times a day (am, afternoon, at bedtime).

  However, the user's answer in the conventional system 3 is limited to the skin state, the user's body information such as the presence / absence of skin care and the intake of sweets (FIGS. 6, 11 to 13). Is not covered. Further, although a certain period of time is required to improve the skin condition, the advice transmitted to the user in the conventional system 3 is determined each time according to the contents of each answer from the user ( FIG. 6, FIG. 11 to FIG. 13), there is an inconvenience that it is impossible to support a skin condition that is planned and efficient.

  The present invention has been made in view of such a background, and provides a skin condition support system that realizes systematic support of a healthy skin condition in consideration of various factors that affect the skin condition. With the goal.

The skin condition support system of the present invention is
A skin condition support system that performs continuous support processing for realizing a skin condition desired by a user via data communication with a user terminal,
Information regarding a user's skin when starting the support process and information regarding a specific element that is one or both of the user's body and mind, and information regarding a skin condition desired by the user, transmitted from the user terminal Receiving the initial user information data including the user's skin and the state of the specific element recognized from the initial user information data, and the skin level desired by the user, the target level of the user's skin state is determined. A target level setting section to be set;
A first measure for encouraging the user to perform predetermined actions other than the use of predetermined cosmetics or the intake of predetermined foods based on the target level and the state of the user's skin and the specific element recognized from the initial user information data Determining a schedule for achieving the target level, and transmitting schedule data indicating the contents of the schedule to the user terminal;
The user who has received the current user information data including the target level and the user's skin transmitted from the user terminal that has received the schedule data and information related to the specific element, and has recognized from the current user information data And a monitoring unit that calculates a target achievement degree of the skin condition based on the skin state and the target level, and transmits target achievement data indicating the target achievement degree to the user terminal. To do.

  According to the present invention, first, the target level setting unit recognizes the user's skin and specific elements (one or both of the body and mind) recognized from the initial user information data transmitted from the user terminal, and the user Based on the desired skin condition, considering various factors that may affect not only the user's skin condition, but also the user's health condition, mental condition, and other skin conditions that can be recognized from information on specific elements The target level of the skin condition is set.

  Next, based on the target level of the skin condition and the current state of the user's skin and specific elements, the schedule determination unit uses predetermined cosmetics (basic cosmetics used daily) or predetermined foods (supplements, etc.) The first measure that encourages the implementation of prescribed user actions other than ingestion (behavior, improvement in skin condition, and improvement in the state of specific elements through improvement in lifestyle, eating habits, etc.) is selected. Schedule data indicating the content of the schedule including one measure is transmitted to the user terminal. The user can achieve the target level of the skin condition while improving the lifestyle and eating habits in a well-balanced manner by systematically carrying out the predetermined action according to the first measure according to this schedule.

  Furthermore, the target achievement level of the skin condition is calculated by the monitoring unit based on the user's skin condition and the target level recognized from the current user information data transmitted from the user terminal, and indicates the target achievement degree of the skin condition. Goal achievement data is transmitted to the user terminal. By confirming the degree of achievement of the target, the user can execute the schedule while maintaining the willingness to achieve the target.

Further, the initial user information data and the current user information data transmitted from the plurality of user terminals are received, and the skin of each user who has executed a plurality of types of the first measure and each first measure and the specific element A first secondary data generation unit that generates first secondary data indicating a relationship with a change in the state of
The schedule determination unit refers to the first secondary data when the first secondary data generation unit has already generated the first secondary data when determining the schedule. The first measure for improving the skin of the user who is the determination target of the schedule and the state of the specific element is selected.

  According to this configuration, the first secondary data generation unit executes a plurality of types of first measures and each first measure based on initial user information data and current user information data transmitted from a plurality of user terminals. First secondary data indicating the relationship between the skin of each user and the change in the state of the specific element is generated. Then, the schedule determining unit determines the schedule by referring to the first secondary data, and selects the first measure that is more suitable for improving the state of the user's skin and the specific element that is the target of the schedule determination. be able to.

  The schedule determination unit determines a second measure for encouraging use of a predetermined cosmetic product based on the target level and the user's skin condition recognized from the initial user information data, and the first measure and the first measure The schedule including two measures is determined.

  According to this configuration, in addition to the first measure for encouraging the user to perform a predetermined action other than the use of the predetermined cosmetic or the intake of the predetermined food, the schedule includes the second measure for encouraging the use of the predetermined cosmetic. The synergistic effect of the measure and the second measure can be generated, and the effect of maintaining and improving the user's skin condition can be enhanced.

  A first schedule correction unit that extracts a correlation between the user's skin condition recognized from the current user information data and the state of the specific element, and corrects the schedule based on the correlation; It is characterized by.

  According to this configuration, the correlation between the user's skin condition and a specific element (for example, the correlation that skin roughness occurs due to lack of sleep) is extracted, and based on this correlation, the deterioration of the skin condition is prevented. It is possible to prevent rough skin of the user by performing schedule correction incorporating the first measure (for example, a measure that encourages longer sleep time when days with short sleep time continue) Become.

  In addition, when the first schedule correction unit extracts that the skin condition has been improved or maintained but the condition of the specific element has deteriorated as a correlation between the user's skin condition and the state of the specific element The schedule is corrected.

  According to this configuration, the schedule can be corrected so that the state of the specific element (either body and mind, body, or mind) is improved together with the skin condition.

  In addition, a second schedule correction unit that corrects the schedule based on the target achievement level is provided.

  According to this configuration, for example, when the target achievement level is low, the schedule execution period is extended, or the contents of the first measure or the second measure are changed to correct the schedule. The accuracy and efficiency of state support can be improved to increase the possibility of achieving the target level.

  A third schedule for receiving execution status data including information related to the execution status of the schedule, transmitted from the user terminal, and correcting the schedule based on the execution status of the schedule recognized from the execution status data; A correction unit is provided.

  According to this configuration, for example, when the progress of the schedule is low, the schedule is changed by changing the contents of the first measure, etc., so that the schedule is changed, and the user's new to the execution of the schedule Can motivate.

  The third schedule correction unit changes the first measure so that the load on the user is reduced when the execution degree of the first measure is equal to or lower than a predetermined determination level in the correction of the schedule. It is characterized by that.

  According to this configuration, for example, when the execution of the predetermined action by the first measure tends to be delayed, the change of the implementation load is changed (for example, walking more than 10,000 steps a day, so more than 5,000 steps a day The change to walking) can prompt the execution of the first measure.

  The target level setting unit sets the target level based on the skin of the user and the state of the specific element recognized from the initial user information data, and information on stratum corneum cells collected from the user. It is characterized by doing.

  According to this configuration, by using information on stratum corneum cells collected from the user, the user's current skin condition can be recognized more accurately and the target level can be set.

  Further, the information regarding the user's skin or the specific element included in the initial user information data includes subjective data based on a user's sense and objective data based on a measurement.

  According to this configuration, the user's skin or the current state of the specific element can be recognized in more detail by using a combination of subjective data and objective data.

  In addition, the non-measure action execution data including information related to the implementation status of the non-measure action, which is an action other than the predetermined action by the first measure, transmitted from the user terminal, is received from the non-measure action execution data, When it is recognized that the state of the user's skin or the specific element has been improved by the off-policy action, the off-policy action is transmitted to the user terminal to recommend the off-policy action that encourages the implementation of the off-policy action. A monitor unit is provided.

  According to this configuration, when the user's skin or the state of the specific element is improved by performing the off-policy action, by prompting the user to perform the off-policy action, the state of the skin or the specific element is Further improvements can be made.

  In addition, the non-measure action execution data including information related to the implementation status of the non-measure action, which is an action other than the predetermined action by the first measure, transmitted from the user terminal, is received from the non-measure action execution data, When it is recognized that the user's skin or the state of the specific element has deteriorated due to the off-policy action, the off-policy action prohibition data that prompts the prohibition of the off-policy action or the change to the substitute action is sent to the user terminal. A non-measure action monitoring unit is provided.

  According to this configuration, if the user's skin or the state of a specific element deteriorates due to the user performing an action outside the measure, the user is prompted to prohibit the action outside the measure or change to an alternative action. Or it can prevent that the state of a specific element gets worse.

In addition, the non-policy action execution data including the implementation status of the non-measure action, which is an action other than the predetermined action by the first measure, transmitted from the plurality of user terminals, and the current user information data are received. A second secondary data generation unit for generating second secondary data indicating the relevance between the skin of each user who has performed the off-policy action and the off-policy action and the change of the specific element,
When the second secondary data generation unit generates the second secondary data when determining the schedule, the schedule determination unit refers to the second secondary data, The non-measure action included in the second secondary data is set as a candidate target for the predetermined action by the first measure for improving the user's skin and the specific element that are the targets of the schedule. Features.

  According to this configuration, the second secondary data generation unit shows the relevance between the non-measure action taken unexpectedly by each user and the change of the skin and the specific element due to the non-measure action. Secondary data is generated. Then, when the schedule is determined by the schedule determination unit, the second secondary data is referred to, and the action outside the measure included in the second secondary data is set as a candidate for the predetermined action by the first measure. Therefore, it is possible to extract a new measure effective for improving the skin condition.

Explanatory drawing of the utilization form of a skin condition support system. The block diagram of a skin condition support system and a user terminal. Explanatory drawing of a series of skin support processes by a skin condition support system. The 1st flowchart of the process in a skin condition support system. The 2nd flowchart of the process in a skin condition port system. The 1st flowchart of the process in a user terminal. The 2nd flowchart of the process in a user terminal. Explanatory drawing of the analysis process of the initial data of the skin, mind, and body by subjective data and objective data. Explanatory drawing of quantification of a body state. Explanatory drawing of quantification of a heart state. Explanatory drawing of the measure for improving the dry feeling of skin. Explanatory drawing of a progress table based on daily monitoring in the period when skin condition support is carried out. 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 state in a user terminal. Explanatory drawing of the determination method of a goal achievement degree. It is explanatory drawing of the evaluation method of a policy, FIG. 16A shows the evaluation criteria of a policy, and FIG. 16B has shown the example of application of policy evaluation. It is explanatory drawing of the evaluation method of a living and a special case, FIG. 17A shows the evaluation standard of a living and a special case, and FIG. 17B has shown the application example of evaluation of a living and a special case. Explanatory drawing of 1st secondary data. The example of the predetermined action in the 1st measure.

  An example of an embodiment of the present invention will be described with reference to FIGS.

[A. Usage of skin condition support system]
Referring to FIG. 1, a skin condition support system 10 is configured by a computer system including a CPU, a memory, various interface circuits, and the like, and by executing a skin condition support program held in the memory by the CPU, A function of executing a process (skin condition support process) for improving or maintaining the skin condition of a plurality of users U (Ua, Ub, Uc is illustrated in FIG. 1) is realized.

  The skin condition support system 10 performs data communication with communication terminals (user terminals) 30 of a plurality of users U (30a, 30b, and 30c are illustrated in FIG. 1) via a communication network 1 such as the Internet. Thus, the improvement or maintenance of the skin condition of the user U is supported.

  A communication terminal 50 (an example of 50a and 50b in FIG. 1) of a person in charge (advisor) T (an example of Ta and Tb in FIG. 1) is also connected to the communication network 1. The person in charge Q transmits data including information such as an appropriate skin care method in consideration of the skin characteristics, hobbies, and lifestyles of the user U to the skin condition support system 10 and the user terminal 30, thereby Provide advice on improving U's skin condition.

  Furthermore, the skin condition support system 10 has a function of analyzing 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 for general purposes. A service for providing the secondary data to another system 60 via the communication network 1 is also performed.

[B. Configuration of skin condition support system and user terminal]
Referring to FIG. 2, the skin condition support system 10 executes a skin condition support program stored in a memory by a CPU, thereby setting a target level setting unit 11, a schedule determination unit 12, a monitoring unit 13, and a schedule correction. It functions as the unit 14 (including the functions of the first to third schedule correction units of the present invention), the non-measure action monitoring unit 15, and the secondary data generation unit 19. The processing by these configurations will be described later. The skin condition support system 10 includes a support DB (database) 20 that holds various data used for the skin condition support process of the user U.

  Next, the user terminal 30 of this embodiment is a smartphone, and includes a display 31, a touch panel 32, a camera 33, a microphone 34, a CPU (Central Processing Unit) 35, a memory 36, and the like. The CPU 35 executes a program of an application 35a for skin condition support (hereinafter referred to as skin support application 35a) held in the memory 36, whereby the user U supports the skin condition support system 10 through the skin support application 35a. Can be enjoyed.

[C. A series of processing by the skin condition support system]
Next, referring to FIG. 3, the skin condition support system 10 performs “1. goal setting”, “2. schedule determination”, “3. monitoring”, “4. schedule correction”, and “5.2 order”. The process of “data generation” is executed according to the flowcharts shown in FIGS. Moreover, the user terminal 30 performs the process by the flowchart shown to FIG.6, 7 according to the process of the skin condition support system 10 in each process. Below, the process of the skin condition support system 10 and the user terminal 30 in each process is demonstrated, referring the flowchart shown to FIGS.

  The user U downloads the program of the skin support application 35a to the user terminal 30 and activates the skin support application 35a in STEP50 of FIG. Then, the user U makes a registration application to the skin support application 35a.

  When the skin condition support system 10 accepts a registration application from the user U in STEP 10 of FIG. 4, the process proceeds to STEP 11 and starts the skin condition support process after STEP 11.

[D. Goal setting process]
The process of “1. goal setting” shown in FIG. 3 is executed by the target level setting unit 11. In STEP 11 of FIG. 4, the target level setting unit 11 requests the user terminal 30 to input information for grasping the current skin, body and mind states of the user U and the skin state desired by the user U. Send data.

  Here, the body and mind correspond to specific elements of the user of the present invention. In the present embodiment, both the body and the mind of the user are specified elements, but either the body or the mind may be specified elements.

  In the user terminal 30 that has received this initial information request data, the skin support application 35a determines the current skin, body, and heart states, and the skin state desired by the user U, in STEP 51 of FIG. Is displayed on the display 31, and initial user information data including the input information is transmitted to the skin condition support system 10.

  The target level setting unit 11 receives the initial user information data in STEP 11 of FIG. 4 and recognizes the skin, mind and body states of the user U recognized from the initial user information data, and the skin state desired by the user U. The target level (goal) of the skin condition is set based on the above.

  Here, the initial user information data includes subjective data and objective data regarding the skin condition, the body condition, and the mind condition. The subjective data of the skin state is data indicating the satisfaction degree of the user U with respect to the current skin state in 10 levels, and the objective data of the skin state is the skin image data of the user U and analysis data of the horny layer cells.

  The satisfaction level of the user U is based on a questionnaire input in the skin support application 35a. The skin image data is image data of the face of the user U captured by the user U using the camera 33 of the user terminal 30 or an external camera connected to the connection terminal 40.

  The stratum corneum cell analysis data is data regarding water retention ability and sebum suitability extracted from the analysis result of the stratum corneum cells of user U collected by the stratum corneum sampling tape. The stratum corneum cells may be analyzed by, for example, the measuring device 45 connected to the user terminal 30 (in this case, the water retention ability and sebum suitability data obtained by the analysis are included in the initial user information data. Or the image data of the keratin sampling tape is transmitted from the user terminal 30 to the skin condition support system 10, and the skin condition support system 10 analyzes the image of the keratin collection tape to obtain water retention ability and sebum suitability. You may measure.

  As shown in FIG. 8, the target level setting unit 11 sets the initial value of the skin state to 3 for the subjective score, 3 for the skin image score, 2 for the water retention ability, and 1 for the sebum suitability score. The value assigned and summed is used as the score of the skin condition.

  The subjective data and objective data of the body state are divided as shown in FIG. 9, and the subjective data is acquired by questionnaire input in the skin support application 35a. The objective data includes image data of the tongue and lips of the user U taken by the camera 33 of the user terminal 30, blood pressure, arrhythmia, and urine of the user U measured by the measuring device 45 connected to the connection terminal 40 of the user terminal 30. Measurement data of medium components, blood components, etc., and data such as the number of poor physical condition and fatigue level determination obtained by questionnaire input in the skin support application 35a.

  The subjective data and the objective data of the mental state are divided as shown in FIG. 10, and the subjective data is acquired by questionnaire input in the skin support application 35a. The objective data is acquired by questionnaire input (frequency of laughing a day, etc.) in the skin support application 35a and measurement by a measuring device (psychological state estimation from pulse monitoring, etc.).

  The target level setting unit 11 is indicated by the right triangle in FIG. 8 based on the subjective data and objective data of the skin state, body state, and heart state of the user U recognized from the initial user information data in this way. In addition, initial values of three axes representing the skin state as 1 to 9, the body state as 1 to 6, and the heart state as 1 to 6 are set.

  Further, the target level setting unit 11 obtains “skin and level desired” (corresponding to the skin condition desired by the user of the present invention) and “category, hope, frequency” of the measure included in the initial user information data. . “Skin and level that want to be” and “category of category, hope, frequency” are input by the user U by the skin support application 35a.

  Here, in “skin and level that wants to be”, “skin that wants to be” is an improvement target of the skin condition selected from dryness, wrinkle, sensitivity, acne, and squeezing, and “level” The satisfaction level of the user U with respect to the skin condition, which is a level selected by the user in 10 stages of 1 to 10 in the skin support application. For example, when the level of satisfaction with the current skin condition is 3, the target level 5 is set for “dryness improvement”.

  In addition, in the “category category, hope, frequency”, the category is “eating habits, home behavior, exercise, how to use cosmetics”, etc., and the hope is “difficulty, time constraints, scenes for skin care”, etc. For example, “the number of times per day to receive advice” is selected.

[E. Schedule determination process]
The process of “2. Schedule determination” shown in FIG. 3 is executed by the schedule determination unit 12. The schedule determination unit 12 selects a measure for achieving the goal (eg, level 5 for “dryness improvement”) from STEPs 1 to 5 shown in FIG. 11 in STEP 12 of FIG. . This selection is performed in consideration of the above-mentioned “measure category, hope, frequency”.

  Among the measures shown in FIG. 11, priority 1 “use a bath”, priority 2 “foot massage”, and 5 “walk more than 10,000 steps every day” are the first measures (predetermined) User U's predetermined action other than the use of cosmetics or the consumption of predetermined food), and priority 3 “use morning and evening milky lotion” corresponds to the second measure (use of predetermined cosmetics) of the present invention.

  FIG. 12 shows a schedule determined by selecting “use a bathtub” and “walk more than 10,000 steps” as the first measure, and select “vegetable intake” as the other measure (schedule including the first measure). An example is shown. The schedule determination unit 12 transmits schedule data indicating the contents of the schedule determined in this way to the user terminal 30.

When the schedule data is received from the skin condition support system 10 in STEP 52 of FIG. 6 at the user terminal 30, the skin support application 35a can display the schedule execution table as shown in FIG. Encourage implementation of measures. In the execution table of FIG. 12, the contents of each measure (“use a bathtub”, “vegetable intake”, “walk more than 10,000 steps”) are displayed.
[F. Monitoring process]
The “3. monitoring” step shown in FIG. 3 is executed by the monitoring unit 13. The user U who has started to use the skin support application 35a uses the user terminal 30 to perform daily skin, body, and mind states, the implementation status of the measures specified by the schedule, and users other than the measures specified by the schedule. Enter the implementation status of U's voluntary action (action outside action).

  The skin support application 35a proceeds to STEP 60 when the state of the skin, body, and heart is input by the user U in STEP 53 of FIG. 6, and the user U's skin, body, Current user information data including subjective data and objective data regarding the mental state is transmitted to the skin condition support system 10 and the process proceeds to STEP 54.

  The skin support application 35a advances the process to STEP 61 when the execution status of the schedule (execution status of each measure) is input by the user U in STEP 54 of FIG. 6, and executes execution status data indicating the execution status of the schedule. The data is transmitted to the skin condition support system 10 and the process proceeds to STEP 55 in FIG.

  Furthermore, the skin support application 35a advances the process to STEP 62 when the implementation status of the off-policy action is input by the user U in STEP 55 of FIG. Is transmitted to the skin condition support system 10, and the process proceeds to STEP56.

  STEP 13 in FIG. 4 to STEP 16 in FIG. 5 and STEP 20 to STEP 22 in FIG. 4 are processes by the monitoring unit 13. The monitoring unit 13 proceeds to STEP 20 when the current user information data is received from the user terminal 30 at STEP 13, and proceeds to STEP 14 when the current user information data is not received. In STEP 20, the monitoring unit 13 accumulates the current user information data in the support DB 20 and advances the process to STEP 14.

  The monitoring unit 13 proceeds to STEP 21 when the execution status data is received from the user terminal 30 at STEP 14 and proceeds to STEP 15 when the execution status data is not received. In STEP 21, the monitoring unit 13 accumulates execution status data in the support DB 20 and advances the process to STEP 15. Further, the monitoring unit 13 proceeds to STEP 22 when receiving the non-measure action execution data from the user terminal 30 at STEP 15, and advances the process to STEP 16 of FIG. 5 when the non-measure action execution data is not received. In STEP 22, the monitoring unit 13 accumulates non-measure action execution data in the support DB 20, and proceeds to STEP 16 in FIG.

  In STEP 16, the monitoring unit 13 displays a progress table indicating the progress status of the schedule based on the initial user information data, current user information data, execution status data, non-measure action execution data, and the like of the user U accumulated in the support DB 20. Data is created and the progress table data is transmitted to the user terminal 30.

  Here, for example, as shown in FIG. 12, the progress chart of the schedule includes, from the top, the level of the skin condition (here, dry skin), the level of the body condition, the level of the mental condition, and the measure (the vegetable used in the bathtub) The implementation status of ingestion (walking more than 10,000 steps), living information (vegetable intake, water intake), and living special cases are displayed on a daily basis. Living information and a living special case are equivalent to the action outside the measure of the present invention.

  In the user terminal 30, the skin support application 35 a proceeds to STEP 63 when the progress table data transmitted from the skin condition support system 10 is received in STEP 56 of FIG. 7, and STEP 57 when it does not receive the progress table data. Proceed with the process. In STEP 63, the skin support application 35a holds the progress table data in the memory 36. The skin support application 35a displays the progress table shown in FIG. 12 on the display 31 of the user terminal 30 using the progress table data.

  In addition to the progress table data, the skin support application 35a includes the initial user information data, current user information data, execution status data, non-measure action execution data, etc. of the user U stored in the support DB 20 of the skin condition support system 10. Is used to display information indicating transitions and changes in each state of the skin, body, and mind of the user U on the display 31 of the user terminal 30.

  For example, as shown in FIG. 13, the skin support application 35 a is configured such that the actions of the user U other than the measures based on the schedule (change of face washing method, received massage, etc.) and the physical condition of the user (physiology, lack of sleep, etc.) The relationship of changes in the skin condition of the user U is displayed on the display 31 in a time series graph in units of days.

  Further, as shown in FIG. 14, the skin support application 35 a is a radar chart that compares changes in evaluation values of the user U's skin condition, psychological condition, skin care satisfaction, and how to use cosmetics in units of one month. Is displayed on the display 31.

  The user U visually recognizes these displays by the skin support application 35a and confirms changes in the state of his / her skin, body, and mind, thereby grasping changes in the state of the body and mind as well as the degree of improvement of the skin. Therefore, the goal of the target skin condition can be reached while improving the condition of the skin, body and mind in a well-balanced manner.

  Further, as shown in FIG. 15, the monitoring unit 13 also executes a goal achievement level determination process. Based on the subjective value (subjective level) of the dryness of the skin and the objective value (skin image score, water retention ability, sebum suitability) of the skin state, the monitoring unit 13 starts the support of the skin state and 3 months Comparing the evaluation values later, the degree of goal achievement is determined.

  In the example of FIG. 15, since the subjective value level of dryness has increased from 3 to 5 in 3 months, it is determined that it is achieved (◯), and the objective image value is 3 to 4 in 3 months for the skin image score. Since the water retention capacity is maintained at 2 and the sebum suitability is increased from 1 to 2, it is determined 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.

[G. Schedule correction]
The process of “4. Schedule correction” shown in FIG. 3 is executed by the schedule correction unit 14 and the non-measure action monitoring unit 15. STEP 17 to STE 18 and STEP 30 in FIG. 5 are processes by the schedule correction unit 14. Further, STEP 19 to STEP 20 and STEP 31 to STEP 33 in FIG. 5 are processing by the non-measure action monitoring unit 15.

  In STEP 17, the schedule correction unit 14 is incorporated in the target achievement level and schedule of the user U skin state based on the initial user information data, current user information data, execution status data, and the like of the user U accumulated in the support DB 20. The degree of execution of each measure and the effect of each measure are evaluated.

  The schedule correction unit 14 extracts the correlation between the skin state and the body or mind state using the determination criteria of the measure shown in FIG. 16A, and based on this correlation, the schedule correction unit 14 Determine whether to continue, cancel, or change to another policy. The configuration for extracting the correlation between the skin state and the state of the body or mind, and canceling or changing each measure incorporated in the schedule based on this correlation is provided in the first schedule correction unit of the present invention. Equivalent to.

  In the evaluation criteria of FIG. 16A, four items of presence / absence, effect on the skin, effect on the body, and effect on the mind are used as determination items, which are implemented and have a good effect on the skin. For measures that do not have a negative impact on the heart, it is judged as A and continued.

  On the other hand, measures that are implemented and have a positive effect on the skin, but have a negative effect on either the body or the mind, are evaluated as B and are determined to be canceled or changed to another measure. Further, since the measure that has not been implemented is considered to have a heavy load on the user U, it is determined as a C evaluation and a change to a cancellation or another measure (for example, a measure that reduces the load on the user U).

  As described above, when the implementation degree of the user U is low (corresponding to the first determination level or less of the present invention), the configuration for changing the first measure corresponds to the third schedule correction unit of the present invention. Further, the first measure may be changed when the degree of increase in the skin condition score shown in FIG. 8 (corresponding to the achievement level of the target of the present invention) is low. The structure which corrects the 1st measure based on it is equivalent to the 2nd schedule correction part of the present invention.

  FIG. 16B shows an example in which the evaluation standard shown in FIG. 16A is applied to the measure in this embodiment (taken by a bathtub, ingesting vegetables, walking more than 10,000 steps). As shown in FIG. 16B, the schedule correction unit 14 decides to continue on the next schedule as “A” for “use on a bathtub”, and cancel or otherwise on the next schedule as “B” evaluation for “vegetable intake”. As for the “walking more than 10,000 steps”, as a C evaluation, it is decided to cancel the next schedule or change to another measure.

  The schedule correction unit 14 performs such an evaluation process, determines whether or not schedule correction (mainly correction due to a change in measure) is necessary in STEP 18, and if it is determined that the schedule correction is necessary, advances the process to STEP 30 to set the schedule. Correct it. Then, the corrected schedule data is transmitted to the user terminal 30, and the process proceeds to STEP 19. On the other hand, when it is determined that the schedule correction is unnecessary, the schedule correction unit 14 proceeds from STEP 18 to STEP 19 in FIG. 5, and in this case, the schedule is not corrected.

  Next, the non-measure action monitoring unit 15 determines in STEP 19 each non-measure action (which is incorporated into the schedule) performed by the user U based on the initial user information data, the current user information data, the non-measure action execution data, and the like. In addition to the measures taken, the actions taken by the user are evaluated.

  The non-measure action monitoring unit 15 determines whether or not to recommend or prohibit the non-measure action using the non-measure action determination criteria shown in FIG. 17A. In the evaluation criteria of FIG. 17A, the influence on each state of skin, body, and mind is used as a determination item.

  Then, when “there is a good effect on any of skin, body, and mind, and there is no adverse effect on any of them”, implementation is recommended as D evaluation. On the other hand, in the case of “there is a bad influence on any of skin, body and mind”, an E evaluation is given and a prohibition is proposed. In addition, in the case of “no effect on skin, body, or mind”, the evaluation is F and implementation is not recommended.

  FIG. 17B shows an example in which the evaluation standard shown in FIG. 17A is applied to the action outside the measure in the present embodiment (massage is received and a large amount of chocolate is ingested). As shown in FIG. 17B, the non-measure action monitoring unit 15 determines the recommendation for the implementation on the next schedule as the D evaluation for “receiving massage”. In addition, regarding “a large amount of chocolate intake”, as an E evaluation, a proposal for a measure for stopping at the next schedule (for example, an alternative to ingest Japanese sweets) has been decided.

  The non-measure action monitoring unit 15 advances the processing from STEP 20 to STEP 31 when it is determined to stop or change the measures incorporated in the schedule, or to recommend or prohibit implementation of the action outside the measure. Then, when the recommendation is determined, the process proceeds from STEP 31 to STEP 33, the non-measure action recommendation data for recommending the execution of the non-measure action is transmitted to the user terminal 30, and the process proceeds to STEP 13 in FIG.

  On the other hand, when the prohibition is determined, the non-measure action monitoring unit 15 advances the process from STEP 31 to STEP 32, transmits the non-measure action prohibition data for proposing prohibition of the non-measure action to the user terminal 30, and the STEP 13 in FIG. Proceed with the process.

  Further, the non-measure action monitoring unit 15 advances the processing from STEP 20 to STEP 13 in FIG. 4 when there is no recommended action to be prohibited or prohibited. In addition, when there is a substitute action in the action outside the measure for proposing prohibition, the action prohibition data outside the measure for proposing a change to the substitute action may be transmitted to the user terminal 30 instead of the proposal for the prohibition.

  In the user terminal 30, the skin support application 35 a proceeds to STEP 64 when receiving the schedule correction data from the skin condition support system 10 in STEP 57 of FIG. 7, and performs processing to STEP 58 when the schedule correction data is not received. Proceed. In STEP 64, the schedule correction unit 14 corrects the schedule 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 64.

  The skin support application 35a proceeds to STEP 65 when receiving the non-measure action recommendation data or the non-measure action prohibition data from the skin condition support system 10 in STEP 58 of FIG. 7, and receives the non-measure action prohibition data. If not, the process proceeds to STEP 53 in FIG. In STEP 65, the skin support application 35 a displays a screen for informing the recommendation or prohibition of the action outside the measure on the display 31 of the user terminal 30 according to the received data. This notification may be performed, for example, by displaying a notification message on the progress table shown in FIG. Moreover, you may correct a schedule as a new measure for the recommended action outside the measure.

[H. Secondary data generation]
3 is performed by the secondary data generation unit 19 (corresponding to the first secondary data generation unit and the second secondary data generation unit of the present invention). Executed. The secondary data generation unit 19 generates various types of data (hereinafter referred to as individual user data) such as initial user information data, current user information data, execution status data, and non-measure action execution data transmitted from a plurality of users U. It accumulates sequentially in support DB20 for every user.

  Then, the secondary data generation unit 19 analyzes the individual user data accumulated in the support DB 20 and, for example, as shown in FIG. 18, the characteristics of each user (gender, age, residence, preference, lifestyle, etc.) ), Support target (dryness, wrinkle, sensitivity, acne, sensation, etc.), measures proposed according to the schedule (such as using a bathtub, ingesting vegetables, walking more than 10,000 steps, etc.), and skin and body due to implementation of the measures First secondary data (personal data) in which changes in each state of the heart are associated is generated.

  In addition, the secondary data generation unit 19 also relates to the second 2 in which the characteristics of each user and the influences of the skin, body, and mind states due to the implementation of the off-policy actions are associated with the off-policy actions as in FIG. Generate next data.

  The first secondary data and the second secondary data generated in this way are effective measures for improving the skin condition while having a positive effect on the body and mind for users having similar characteristics. Can be used effectively when selecting. For example, in the process of “2. Schedule determination” in FIG. 3 described above, the schedule determination unit 12 refers to the first secondary data and the second secondary data, and takes measures that match the characteristics of the user U. You can choose.

  In addition, the first secondary data and the second secondary data for a plurality of users having similar characteristics are analyzed, and a certain characteristic is associated with an effective measure common to users having the characteristic. 3 secondary data (mass data) may be generated.

  In the process of “4. Schedule correction” in FIG. 3 described above, the schedule correction unit 14 performs the first 2 when changing the schedule according to the transition of each state of the skin, body, and mind of the user U. With reference to the next data and the second secondary data, the schedule can be changed to a more effective measure or a non-measure action.

  In addition, secondary data can be used effectively to support skin conditions and for marketing purposes targeting users with certain characteristics (for example, women in their 30s living in Tokyo, etc.). Can also be used. Therefore, the first secondary data and the second secondary data may be provided to the other system 60 shown in FIG.

[I. Other Embodiments]
In the above-described embodiment, the schedule determination unit 12 and the schedule correction unit 14 include a first measure (a measure for promoting behavior other than the use of predetermined cosmetics or a predetermined food) and a second measure (measures for promoting the use of predetermined cosmetics). And a schedule including the first measure and the second measure may be modified.

  Moreover, in the said embodiment, although the action of using a bathtub corresponding to "dry feeling", vegetable intake, and walking more than 10,000 steps was illustrated as predetermined action implemented by the 1st measure, predetermined action is these It is not limited, and it may be an action that corresponds to the skin condition to be improved or maintained and can expect the effect of improving or maintaining the skin condition without adversely affecting the body and mind. Moreover, a specific element may be improved by the first measure and the second measure, and as a result, the skin state may be improved.

  For example, as shown in FIG. 19, predetermined actions are set for each skin state of “acne”, “sensitive”, “squeezed”, and “stiff”.

  DESCRIPTION OF SYMBOLS 1 ... Communication network, 10 ... Skin condition support system, 11 ... Target level setting part, 12 ... Schedule determination part, 13 ... Monitoring part, 14 ... Schedule correction part, 19 ... Secondary data generation part, 20 ... Support DB (database) ), 30 (30a, 30b, 30c) ... User terminal (smartphone), 31 ... Display, 32 ... Touch panel, 33 ... Camera, 34 ... Microphone, 35 ... CPU, 35a ... Skin support app, 36 ... Memory, 40 ... Connection terminal, 45 ... measuring equipment.

Claims (13)

A skin condition support system that performs continuous support processing for realizing a skin condition desired by a user via data communication with a user terminal,
Information regarding a user's skin when starting the support process and information regarding a specific element that is one or both of the user's body and mind, and information regarding a skin condition desired by the user, transmitted from the user terminal Receiving the initial user information data including the user's skin and the state of the specific element recognized from the initial user information data, and the skin level desired by the user, the target level of the user's skin state is determined. A target level setting section to be set;
A first measure for encouraging the user to perform predetermined actions other than the use of predetermined cosmetics or the intake of predetermined foods based on the target level and the state of the user's skin and the specific element recognized from the initial user information data Determining a schedule for achieving the target level, and transmitting schedule data indicating the contents of the schedule to the user terminal;
The user who has received the current user information data including the target level and the user's skin transmitted from the user terminal that has received the schedule data and information related to the specific element, and has recognized from the current user information data And a monitoring unit that calculates a target achievement degree of the skin condition based on the skin state and the target level, and transmits target achievement data indicating the target achievement degree to the user terminal. Skin condition support system. In the skin condition support system according to claim 1,
Receiving the initial user information data and the current user information data transmitted from a plurality of the user terminals, the skin of each user who has executed a plurality of types of the first measure and the first measure, and the state of the specific element A first secondary data generation unit for generating first secondary data indicating a relationship with the change in
The schedule determination unit refers to the first secondary data when the first secondary data generation unit has already generated the first secondary data when determining the schedule. The skin condition support system, wherein the first measure for improving the skin of the user who is the target of the schedule and the state of the specific element is selected. In the skin condition support system according to claim 1 or 2,
The schedule determination unit determines a second measure for encouraging use of a predetermined cosmetic based on the target level and the user's skin state recognized from the initial user information data, and the first measure and the second measure A skin condition support system, comprising: determining the schedule including: In the skin condition support system according to any one of claims 1 to 3,
A first schedule correction unit that extracts a correlation between the user's skin state recognized from the current user information data and the state of the specific element and corrects the schedule based on the correlation is provided. And skin condition support system. In the skin condition support system according to claim 4,
When the first schedule correction unit extracts that the skin condition is improved or maintained but the condition of the specific element has deteriorated as a correlation between the user's skin condition and the state of the specific element, Skin condition support system characterized by correcting the schedule. In the skin condition support system according to any one of claims 1 to 5,
A skin condition support system comprising a second schedule correction unit that corrects the schedule based on the degree of achievement of the target. In the skin condition support system according to any one of claims 1 to 6,
A third schedule correction unit that receives execution status data including information related to the execution status of the schedule, transmitted from the user terminal, and corrects the schedule based on the execution status of the schedule recognized from the execution status data The skin condition support system characterized by comprising. In the skin condition support system according to claim 7,
The third schedule correction unit may change the first measure so that the load on the user is reduced when the execution degree of the first measure is equal to or lower than a predetermined determination level in the correction of the schedule. Characteristic skin condition support system. In the skin condition support system according to any one of claims 1 to 8,
The target level setting unit sets the target level based on the skin of the user and the state of the specific element recognized from the initial user information data, and information on stratum corneum cells collected from the user. Skin condition support system characterized by. In the skin condition support system according to any one of claims 1 to 9,
The skin condition support system, wherein the information about the user's skin or the specific element included in the initial user information data includes subjective data based on a user's sense and objective data based on a measurement. In the skin condition support system according to any one of claims 1 to 10,
Non-measure action execution data including information related to the implementation status of the non-measure action, which is an action other than the predetermined action according to the first measure, transmitted from the user terminal, is received from the non-measure action execution data. When it is recognized that the skin of the user or the state of the specific element has been improved by an external action, an off-policy action monitoring unit that transmits to the user terminal recommended non-measure action data that prompts the implementation of the off-policy action The skin condition support system characterized by comprising. In the skin condition support system according to any one of claims 1 to 11,
Non-measure action execution data including information related to the implementation status of the non-measure action, which is an action other than the predetermined action according to the first measure, transmitted from the user terminal, is received from the non-measure action execution data. When it is recognized that the user's skin or the state of the specific element has deteriorated due to the external action, the non-policy action prohibition data that prompts the prohibition of the non-measure action or the change to the alternative action is transmitted to the user terminal. A skin condition support system characterized by having a non-measure action monitoring unit. In the skin condition support system according to any one of claims 1 to 12,
Receiving non-policy action execution data including the implementation status of non-measure action, which is an action other than the predetermined action by the first measure, transmitted from the plurality of user terminals, and the current user information data, A second secondary data generation unit that generates second secondary data indicating relevance between the action outside the measure and the skin of each user who has performed the action outside the measure and the change in the specific element;
When the second secondary data generation unit generates the second secondary data when determining the schedule, the schedule determination unit refers to the second secondary data, The non-measure action included in the second secondary data is set as a candidate target for the predetermined action by the first measure for improving the user's skin and the specific element that are the targets of the schedule. Characteristic skin condition support system.