JP7270320B1 - Information processing system, information processing device, information processing method, and program - Google Patents

Abstract

An object of the present invention is to grasp the balance state and adjust the biological balance. Kind Code: A1 An information processing system includes an acquisition unit that acquires an answer to a user's menopausal symptom, and based on the answer to the menopausal symptom, one of a plurality of types of the balance state of the user is determined. and a presenting unit that presents to the user a combination food that is expected to improve symptoms according to the type determined by the determining unit. [Selection drawing] Fig. 3

Description

The present invention relates to an information processing system, an information processing device, an information processing method, and a program.

Femtech, which uses technology to solve problems related to menstruation, menstruation, and pregnancy, and Menotech, which uses technology to solve problems related to menopause and menopause, are attracting attention. There are individual differences in the disorder and symptoms that each woman has, such as how to feel the disorder and symptoms differently, and the constitution is different. For example, Patent Literature 1 discloses a technique for appropriately classifying a person's constitution for various skin troubles caused by their constitution.

Japanese Patent No. 5204822

By the way, in Menotech, as mentioned above, there are individual differences in disorders and symptoms, and it is difficult to notice the cause. In addition to the physical constitution, factors such as seasonal factors, lifestyle habits, and the presence or absence of stress also have an effect, but since the biological balance is disrupted and causes a disorder, it is necessary to grasp the biological balance state and adjust the biological balance. .

SUMMARY OF THE INVENTION It is an object of the present invention to provide an information processing system, an information processing apparatus, an information processing method, and a program capable of grasping the balance state and adjusting the biological balance. and

The present invention has been made to solve the above problems, and one aspect of the present invention is an acquisition unit that acquires an answer to a user's menopausal symptom, and based on the answer to the menopausal symptom, the user's A judgment unit for judging which of a plurality of types of balance state types is present, and a combination food expected to improve symptoms according to the type judged by the judgment unit are presented to the user. and a presentation unit.

Further, one aspect of the present invention is an acquisition unit that acquires an answer to a user's menopausal symptom, and based on the answer to the menopausal symptom, which type of the user's balance state is one of a plurality of types. and a presenting unit that presents to the user a combination food expected to improve symptoms according to the type determined by the determining unit.

Further, one aspect of the present invention is an acquisition process of acquiring an answer to a user's menopausal symptom, and determining which type of balance state the user has based on the answer to the menopausal symptom. and a presentation step of presenting to the user a combination food expected to improve the symptoms according to the type determined by the determination process.

Further, according to one aspect of the present invention, an acquisition step of acquiring an answer to a user's menopausal symptoms in a computer of an information processing device; and a presentation step of presenting to the user a combination food expected to improve the symptoms according to the type determined by the determination step. is.

According to the embodiment of the present invention, the balance state can be grasped and the biological balance can be adjusted.

1 is a system configuration diagram showing an example of the configuration of an information processing system according to a first embodiment; FIG. It is a block diagram showing an example of functional composition of a terminal unit concerning a 1st embodiment. 1 is a block diagram showing an example of a functional configuration of an information processing device according to a first embodiment; FIG. It is a figure which shows an example of the question information which concerns on 1st Embodiment. It is a figure which shows an example of the user information which concerns on 1st Embodiment. It is a figure which shows an example of the symptom information which concerns on 1st Embodiment. It is a figure which shows an example of the balance type information which concerns on 1st Embodiment. It is a figure which shows an example of the merchandise information which concerns on 1st Embodiment. 1 is a block diagram showing an example hardware configuration of an information processing apparatus according to a first embodiment; FIG. 7 is a flowchart showing an example of balance type determination processing in the information processing system according to the first embodiment; FIG. 4 is a diagram showing an example of a display screen according to the first embodiment; FIG. It is a figure which shows the correspondence of a balance type and a symptom which concern on 1st Embodiment.

<First embodiment>
BEST MODE FOR CARRYING OUT THE INVENTION Hereinafter, embodiments of the present invention will be described with reference to the drawings.

[Configuration of information processing system]
First, the information processing system SYS according to the first embodiment will be described.
FIG. 1 is a system configuration diagram showing an example of the configuration of an information processing system SYS according to the first embodiment of the present invention.
The information processing system SYS includes a terminal device 1 and an information processing device 2 .
The terminal device 1 and the information processing device 2 are communicably connected via a network NW.

The terminal device 1 is, for example, a terminal device such as a smart phone, a tablet terminal, a personal computer, or a mobile phone. The terminal device 1 has a function of executing an application. The application may be an application pre-installed in the terminal device 1 or an application executed by connecting the terminal device 1 to the information processing device 2. good. In this embodiment, an example in which the information processing device 2 manages an application and the terminal device 1 connects to the information processing device 2 to execute the application will be described.

The terminal device 1 executes applications managed by the information processing device 2 . The terminal device 1 displays various information received from the information processing device 2 . In addition, the terminal device 1 receives input of various information from the user and transmits the received various information to the information processing device 2 . The terminal device 1, for example, displays questions about symptoms and accepts input from the user. The terminal device 1 transmits symptom information about the input symptom to the information processing device 2 .

The information processing device 2 is, for example, a server device. The information processing device 2 executes an application based on the connection of the terminal device 1 to itself. The information processing device 2 acquires a response to the user's menopausal symptoms as symptom information from the terminal device 1 in the application. Based on the symptom information, the information processing device 2 determines which of a plurality of types the balance state type of the user is. The information processing device 2 presents the user with a combination food that is expected to improve symptoms according to the determined type.

Here, the types of balanced state are defined by combining the traditional medicines of the East and the West, and a plurality of types are defined according to the three axes of "virtual reality", "cold heat", and "dryness and humidity".

"Vacuum" represents the state of lacking what the body needs. In addition, "empty" indicates a tendency to be unsatisfied, indicating a state of lack of food energy or a tendency to feel a desire to maintain energy.
"Real" represents the state in which there are unnecessary things in the body. "Fruit" indicates a tendency to hoard food and indicates a state of excessive food energy or a state of being in a tense or stressful environment.

"Cold" refers to a state of low body heat. Also, "cold" indicates a tendency to be cold, sensitive to cold, or a tendency to prefer warm things even in summer.
"Fever" refers to the state of high body heat. "Heat" indicates a tendency to be hot, or a tendency to like cold things even in winter.

"Dry" represents a state of low body moisture. Also, "dry" indicates a tendency to dryness, and indicates a lack of moisture, a dry state, or a tendency to easily get thirsty.
"Wetness" refers to a state in which the body is highly hydrated. Also, "wet" indicates a tendency to wetness, a state in which water circulation is poor, or a state in which the water balance is excessive.

In this embodiment, in order to determine the user's balance state based on menopausal symptoms, questions related to physical, mental, and emotional tendencies are selected, and symptom information for the questions is determined. is determined. As an example, the balance type includes "actual heat and humidity", "actual heat and dryness", "actual cold and dampness", "actual coldness", "virtual heat and humidity", "virtual heat and dryness", "virtual cold and dampness", There are eight balance types of "Void Cold".

The information processing device 2 presents the user with combination foods that are expected to improve symptoms according to the determined balun type. A combination food is a combination of foods that are expected to balance 'cold heat' and 'dryness and moisture' without bias in 'fact and truth'. More specifically, the combination food is, for example, a combination of one or more medicinal herb soups and one or more medicinal herb teas.

In this way, the information processing system SYS can determine which balance type the user's balance state is, and present a combination food that is expected to improve symptoms by adjusting the balance according to the balance type. . Therefore, the balance state can be grasped, and the biological balance can be adjusted by ingesting the combination food.

[Configuration of terminal device]
Next, the configuration of the terminal device 1 will be described.
FIG. 2 is a block diagram illustrating an example of the functional configuration of the terminal device according to the first embodiment;
The terminal device 1 includes a communication section 10 , a control section 12 , an input section 14 and a display section 15 .

The communication unit 10 communicates with the information processing device 2 via a network. The communication unit 10 is controlled by the control unit 12 and transmits various types of information output from the control unit 12 to the information processing device 2 . The communication unit 10 receives various information such as content transmitted from the information processing device 2 and outputs the received various information to the control unit 12 .

The input unit 14 is an input device.
The display unit 15 displays various information output from the control unit 12 . For example, it includes a display element and a driving circuit for driving the display element. The display element may be any type of display such as a liquid crystal display, plasma display, organic electroluminescence display, or the like.
In this embodiment, a case where the input unit 14 and the display unit 15 are integrally configured as a touch panel will be described.

The control unit 12 controls the processing of each unit of the terminal device 1 and exerts the functions of the terminal device 1 . The control unit 12 may be composed of dedicated hardware, or may be composed of a general-purpose computer system. A computer system includes at least an arithmetic processing unit and a storage medium. For example, a processor such as a CPU (Central Processing Unit) can be applied as the arithmetic processing device. A storage unit (not shown) and a flash memory (not shown) are used as the storage medium. The arithmetic processing unit, for example, reads a program pre-stored in a flash memory and expands the read program in a storage unit. The arithmetic processing unit implements the functions of the control unit 12 by executing the programs developed in the storage unit.

The control unit 12 includes an application execution unit 122 and a display processing unit 124 . The application execution unit 122 connects to the information processing device 2 , executes applications managed by the information processing device 2 , and acquires content distributed from the information processing device 2 .
The display processing unit 124 executes various output processes on signals input from the application execution unit 122 . The display processing unit 124 causes the display unit 15 to display the signal subjected to various output processes.

[Configuration of information processing device]
Next, the configuration of the information processing device 2 will be described.
FIG. 3 is a block diagram showing an example of the functional configuration of the information processing device 2 according to the first embodiment.
The information processing device 2 includes a communication section 20 , a control section 22 and a storage section 24 .
The communication unit 20 communicates with the terminal device 1 via a network. The communication unit 20 is controlled by the control unit 22 and transmits various information output from the control unit 22 to the terminal device 1 . The communication unit 20 receives various information transmitted from the terminal device 1 and outputs the received various information to the control unit 22 .

The control unit 22 controls processing of each unit of the information processing device 2 and exerts the functions of the information processing device 2 . The control unit 22 may be composed of dedicated hardware, or may be composed of a general-purpose computer system. A computer system includes at least an arithmetic processing unit and a storage medium. A processor such as a CPU, for example, can be applied as the arithmetic processing device. A storage unit (not shown) and a flash memory (not shown) are used as the storage medium. The arithmetic processing unit, for example, reads a program pre-stored in a flash memory and expands the read program in a storage unit. The arithmetic processing unit implements the functions of the control unit 22 by executing the program developed in the storage unit.

Processing of the control unit 22 will be described in detail.
The control unit 22 includes a symptom acquisition unit 220 , a balance type determination unit 221 , a presentation information generation unit 222 , an output processing unit 223 and a learning unit 224 .
The symptom acquisition unit 220 acquires a user's answer to a question about menopausal symptoms from the terminal device 1 via the communication unit 20 . The symptom acquisition unit 220 causes the symptom information storage unit 244 to store the acquired symptom information representing the user's answer in association with the user. Symptom acquisition section 220 outputs the acquired symptom information to balance type determination section 221 .

The balance type determination unit 221 determines which of a plurality of balance types the balance type of the user is based on the symptom information. The balance type is, for example, as described above, "actual heat and humidity", "actual heat and dry", "actual cold and humidity", "actual cold and dry", "virtual heat and humidity", "virtual heat and dry", and "virtual cold". There are eight balance types of "wet" and "dry". The balance type determination unit 221 associates the determined balance type information with symptom information corresponding to the user and stores the information in the symptom information storage unit 244 . The balance type determination unit 221 outputs information on the determined balance type to the presentation information generation unit 222 .

More specifically, the balance type determination unit 221 refers to the balance type definition information and the symptom information to determine which balance type the user's balance state type is among a plurality of types. The determination conditions by the balance type determination unit 221 are stored in advance in the balance type information storage unit 245 as balance type definition information, for example.

When the balance type information is input from the balance type determination unit 221, the presentation information generation unit 222 refers to the product information and extracts combination foods recommended for the balance type indicated by the balance type information. The presentation information generation unit 222 generates a presentation image for presenting the extracted combination food to the user as a food expected to improve the user's menopausal symptoms. The presentation information generation unit 222 outputs the generated presentation image to the output processing unit 223 .

The output processing unit 223 performs various output processes on the signal input from the presentation information generation unit 222 . The output processing unit 223 transmits the signal subjected to various output processes to the terminal device 1 via the communication unit 20 .

The learning unit 224 performs machine learning using teacher data having symptom information as input and balance type as output, and generates a regression model as a learning result. The learning unit 224 has a function of generating a regression model as a trained model. The regression model according to this embodiment is a model in which symptom information and balance types are associated.

The learning unit 224 generates a regression model by, for example, statistical analysis. Specifically, the learning unit 224 generates a regression model based on the time element (year/month/day), symptoms, and balance type included in the symptom information stored in the storage unit 24 . The learning unit 224 causes the storage unit 24 to store the generated regression model.

The learning unit 224 may generate a regression model (learned model) by machine learning. Examples of machine learning methods include SVR (Support Vector Regression), random forests, and deep learning using neural networks. The learning unit 224 may generate a trained model by supervised learning, for example. In supervised learning, a learning model is made to learn using a training data set. A data set is a set of explanatory variables that are input during learning and objective variables that indicate the correct answer of data that is output based on the input data.

In the case of the present embodiment, explanatory variables are symptoms (symptom information) including time elements stored in the storage unit 24 . The objective variable is the balance type associated with the symptom information. The learning unit 224 uses the explanatory variables and the objective variables to generate a trained model that has learned the correspondence between symptoms and balance types for each period element. The learning unit 224 causes the storage unit 24 to store the generated trained model.

The storage unit 24 stores programs executed by the control unit 12, various data, and the like. More specifically, the storage unit 24 will be described.
The storage unit 24 includes an application information storage unit 241, a question information storage unit 242, a user information storage unit 243, a symptom information storage unit 244, a balance type information storage unit 245, a product information storage unit 246, and statistical information. and a storage unit 247 .

The application information storage unit 241 stores various data for executing applications in the terminal device 1, such as application programs and application data.

The question information storage unit 242 stores questions about evaluation of the balance state as question information. Description will be made with reference to FIG. FIG. 4 is a diagram showing an example of question information according to the first embodiment.
The question information includes a total of 15 questions consisting of 5 questions T1 about "truth", 5 questions T2 about "coldness", and 5 questions T3 about "humidity".

For example, the first question "Q1" of the five questions T1 related to "truth and imaginary" is "I often get irritated and tense" This is a question that prompts the user to alternatively select one of the two that is closer to the user's symptoms. The second question "Q2" of the five questions T1 related to "truth" is one of "I tend to eat too much/I tend to eat snacks and snacks" or "I often have anorexia". , are questions that allow the user to alternatively select the one that is closer to the user's symptoms. The third question "Q3" of the five questions T1 related to "truth and imaginary" is to ask the user whether he or she is "stomach bloated or easily constipated" or "stomach is weak/easily upset". This is a question that prompts the user to alternatively select the one that is closer to the symptoms of . The fourth question "Q4" of the five questions T1 related to "real imaginary" is to select either "I like to exercise" or "I tend to get short of breath immediately after exercising". This is a question that allows the user to select one alternative. The fifth question "Q5" of the five questions T1 related to "actual imaginary" is to select either "easily bruised/bleeding easily" or "thin and fragile nails" according to the user's symptoms. is a question for the user to select alternatively.

In addition, for example, the first question “Q1” of the five questions T2 regarding “cold fever” is “easy to get cold in the waist and limbs / sensitive to cold”, “sensitive to heat / easy to sweat”, This is a question that allows the user to alternatively select the one that is closer to the user's symptoms. The second question "Q2" of the five questions T2 related to "cold fever" is the highest among "not very dry throat/frequent urination and light color" and "easily thirsty/small urine volume and dark color". This is a question that prompts the user to alternatively select one of the two, which is closer to the user's symptoms. The third question "Q3" of the five questions T2 regarding "cold fever" is to select either "I think my complexion is paler" or "I think my complexion is redder." This is a question that allows the user to select one alternative. The fourth question "Q4" of the five questions T2 related to "cold fever" asks the user to select either "I often drink hot drinks throughout the year" or "I like iced or cold drinks even in winter". This is a question that prompts the user to alternatively select the one that is closer to the symptoms of . The fifth question "Q5" of the five questions T2 regarding "cold fever" is to indicate whether the user's symptoms are "easily sensitive to stiffness and pain, and are improved by warming" or "susceptible to hot flashes." This is a question that prompts the user to alternatively select the one closer to .

Also, for example, the first question “Q1” of the five questions T3 regarding “dryness” is “easy to feel dizzy or ringing in the ears” or “easy to feel blurred or tired eyes.” This is a question that allows the user to alternatively select the one that is closer to the user's symptoms. The second question "Q2" of the five questions T3 related to "dryness" is "I tend to get headaches during rain or typhoons" and "My palms and soles are hot and I tend to sweat at night." This is a question that prompts the user to alternatively select one of the two that is closer to the user's symptoms. The third question "Q3" of the five questions T3 about "dryness" is to select either "oily skin or easy to get acne" or "dry skin/easy to dry skin" which is close to the user's symptoms. This is a question that allows the user to select one alternative. The fourth question "Q4" of the five questions T3 regarding "dryness" is for the user to select either "easily swollen hands, feet, face, etc." This is a question that prompts the user to alternatively select the one that is closer to the symptoms of . For the fifth question "Q5" of the five questions T3 regarding "dryness", choose either "the tongue has thick coating and tends to have teeth on the edge" or "the tongue is thin and cracked". , are questions that allow the user to alternatively select the one that is closer to the user's symptoms.
Furthermore, the question information is not limited to the above-mentioned example, and can be updated to the content that can appropriately evaluate the balance state according to factors such as the season, age, and occupation, for example.

The user information storage unit 243 stores user information. Description will be made with reference to FIG. FIG. 5 is a diagram showing an example of user information according to the first embodiment.
The user information includes "UID" that is user identification information, "user name" that is the user's name, user's "gender", user's "age", user's "address", user's "telephone number", and the like. is associated information.

The symptom information storage unit 244 stores answers to the question information as symptom information. The symptom information is associated with user information, balance types, and symptoms obtained as answers to question information. Description will be made with reference to FIG. FIG. 6 is a diagram showing an example of symptom information according to the first embodiment.
The symptom information includes "SID" which is identification information for identifying symptom information, "UID" which is user identification information, "year, month and day" which is a time element when an answer is obtained, and an answer to question information. This is information in which "symptom data" representing the balance type and "GID" representing the balance type are associated with each other.

For example, the data in the first row has the SID "Q2001", the UID "U001", the date "2022/9/1", and the symptom data "Q2S001.dat". This is an example when the GID is "G01". As for the symptom data, the data of each answer to each question shown in the question information is in the ".dat" format as an example. may be

The balance type information storage unit 245 stores balance type definition information. Description will be made with reference to FIG. FIG. 7 is a diagram showing an example of balance type definition information according to the first embodiment.
The balance type definition information is information in which “GID” which is balance type identification information, “balance type name”, and determination conditions used for determination by the balance type determination unit 221 are associated with each other.

In the illustrated example, the GID in the first line is "G01", the balance type name is "real heat and humidity", and the determination condition is "the number of responses of "real" > the number of responses of "imaginary", "heat" > the number of responses for “cold”, and the number of responses for “wet” > the number of responses for “dry”. The GID in the second line is "G02", the balance type name is "real hot and dry", and the determination condition is "number of responses with "real" > number of responses with "imaginary", number of responses with "heat" > " The number of responses for “cold” and the number of responses for “wet” < the number for “dry””. The GID in the third line is "G03", the balance type name is "real cold and damp", and the determination condition is "the number of responses of "real" > the number of responses of "imaginary", the number of responses of "heat" < " The number of responses for “cold” and the number of responses for “wet” > the number of responses for “dry”. The GID in the fourth line is "G04", the balance type name is "real coldness", and the determination condition is "the number of responses with "real" > the number of responses with "imaginary", the number of responses with "heat" < " The number of responses for “cold” and the number of responses for “wet” < the number for “dry””. The GID in the 5th line is "G05", the balance type name is "imaginary heat and humidity", and the number of "real" responses <the number of "imaginary" responses, the number of "heat" responses> " The number of responses for “cold” and the number of responses for “wet” > the number of responses for “dry”. The GID of the 6th line is "G06", the balance type name is "imaginary heat dry", and the determination condition is "the number of responses of "real" < the number of responses of "imaginary", the number of responses of "heat" > " The number of responses for “cold” and the number of responses for “wet” < the number for “dry””. The GID in the 7th row is "G07", the balance type name is "cold and damp", and the determination condition is "the number of responses for 'real' < the number of responses for 'imaginary', the number of responses for 'heat' < ' The number of responses for “cold” and the number of responses for “wet” > the number of responses for “dry”. The GID in the 8th row is "G08", the balance type name is "empty coldness", and the determination condition is "the number of responses of "real" < the number of responses of "imaginary", the number of responses of "heat" < " The number of responses for “cold” and the number of responses for “wet” < the number for “dry””.

Here, the number of responses is based on the questions Q1 to Q5 in the five questions T1 about "real imaginary", the five questions T2 about "cold heat", and the five questions T3 about "humidity" shown in FIG. indicates the total number of answers selected by the user for each item column.

The product information storage unit 246 stores product information. Description will be made with reference to FIG. FIG. 8 is a diagram showing an example of consumer product information according to the first embodiment.
The product information is information in which one or more products and balance types are associated with each other.
In the illustrated example, the product information includes four types of herbal soup T4 and four types of herbal tea T5.
The product information of the four types of medicinal soup T4 is "STID", which is the identification information of the product, "classification", which indicates the conformity classification, "base", which indicates the taste of the base soup, and the ingredients contained in the medicinal soup. A "recommended balance type" representing a recommended balance type is associated with a "material" representing the material.

For example, in the product information of medicinal soup T4 shown in the figure, the STID in the first line is "SP01", the classification is "fruit", the base is "chicken bones", and the ingredients are "shiso" and "barley". , "turnip", "celery" and "orange peel", and the recommended balance types are "G01", "G02", "G03" and "G04". The illustrated product information of the medicinal soup T4 has the STID of the second line as "SP02", the classification as "imaginary", the base as "ginger", and the ingredients as "yam", "shiitake", " Auricle", "wolfberry", and "Korean ginseng", and the recommended balance types are "G05", "G06", "G07", and "G08". The product information of medicinal soup T4 shown in the figure has the STID of "SP03" in the third row, the classification of "cold", the base of "bonito soup/waste", and the ingredients of "adzuki beans" and "pumpkin". , "Onion", "Fenugreek" and "Nutmeg", and the recommended balance types are "G03", "G04", "G07" and "G08". The product information of medicinal soup T4 shown in the figure has STID of "SP04" in the fourth line, classification of "heat", base of "kelp stock", ingredients of "winter melon", "tomato", They are "tofu", "white fungus" and "hijiki", and the recommended balance types are "G01", "G02", "G05" and "G06".

For example, in the product information of medicinal tea T5 shown in the figure, the STID in the first row is "TE01", the classification is "cold", the base is "forsythia leaf", and the materials are "ginger", "mandarin orange". skin", "cinnamon", and "gingko leaf", and the recommended balance types are "G03", "G04", "G07", and "G08". The product information of medicinal tea T5 shown in the figure has the STID of the second line as "TE02", the classification as "heat", the base as "forsythia leaf", and the material as "mint", "honeysuckle", They are "chrysanthemum" and "dandelion", and the recommended balance types are "G01", "G02", "G05", and "G06". The illustrated product information of medicinal tea T5 has STID "TE03" in the third line, classification "damp", base "forsythia leaf", material "fennel", "loquat leaf ”, “germinated adlay”, and “quince”, and the recommended balance types are “G01”, “G03”, “G05”, and “G07”. The product information of medicinal tea T5 shown in the figure has the STID of the fourth line as "TE4", the classification as "dried", the base as "forsythia leaf", and the material as "chamomile", "jasmine", They are "collagen" and "Alpinia alba", and the recommended balance types are "G02", "G04", "G06", and "G08".

The statistical information storage unit 247 stores learned models and regression models.

[Hardware configuration]
Next, the hardware configuration of the information processing device 2 will be described. Illustration and description of the hardware configuration of the terminal device 1 are omitted.
FIG. 9 is a block diagram showing an example of the hardware configuration of the information processing device 2 according to the first embodiment.
The information processing apparatus 2 includes a CPU 201, a drive unit 202, a storage medium 203, an input unit 204, an output unit 205, a ROM 206 (Read Only Memory), a RAM 207 (Random Access Memory), and an auxiliary storage unit 208. , and an interface unit 209 .

The CPU 201, drive unit 202, input unit 204, output unit 205, ROM 206, RAM 207, auxiliary storage unit 208, and interface unit 209 are interconnected via a bus.
Note that the CPU 201 referred to here indicates general processors, and includes not only devices called so-called CPUs in a narrow sense, but also GPUs, DSPs, and the like. Also, the CPU 201 referred to here is not limited to being implemented by a single processor, and may be implemented by combining a plurality of processors of the same or different types.

The CPU 201 reads and executes programs stored in the auxiliary storage unit 208, the ROM 206 and the RAM 207, reads various data stored in the auxiliary storage unit 208, the ROM 206 and the RAM 207, and stores various data in the auxiliary storage unit 208 and the RAM 207. is written to control the information processing apparatus 2 . The CPU 201 also reads various data stored in the storage medium 203 via the drive unit 202 and writes various data to the storage medium 203 . A storage medium 203 is a portable storage medium such as a magneto-optical disk, flexible disk, or flash memory, and stores various data.
A drive unit 202 is a device that reads and writes data from a storage medium 203 such as an optical disk drive, a flexible disk drive, or a flash memory.

The input unit 204 is an input device such as a mouse, keyboard, touch panel, channel button, power button, setting button, infrared receiver.
The output unit 205 is an output device such as a display unit and a speaker.
The ROM 206 and RAM 207 store programs and various data for operating each functional unit of the information processing apparatus 2 .

The auxiliary storage unit 208 is a hard disk drive, a flash memory, or the like, and stores programs and various data for operating each functional unit of the information processing device 2 .
The interface unit 209 has a communication interface and is connected to the network NW and the terminal device 1 by wire or wirelessly.

For example, the control unit 22 in the functional configuration of the information processing apparatus 2 in FIG. 3 corresponds to the CPU 201 in FIG. 9, the communication unit 20 in FIG. 3 corresponds to the interface unit 209 in FIG. The unit 24 corresponds to the storage medium 203, ROM 206, RAM 207, auxiliary storage unit 208, etc. in FIG.

[Balance type determination processing]
Next, determination processing will be described.
FIG. 10 is a flowchart showing an example of balance type determination processing in the information processing system according to the first embodiment.

(Step S100)
The information processing device 2 reads the question information from the question information storage unit 242 based on the activation of the application by the terminal device 1 . The information processing device 2 transmits questions about menopausal symptoms based on the read question information to the terminal device 1 as a symptom questionnaire. Then, the information processing device 2 executes the process of step S102.

(Step S102)
The information processing device 2 acquires the response to the symptom questionnaire from the terminal device 1 . Then, the information processing device 2 executes the process of step S104.

(Step S104)
The information processing device 2 determines whether or not the number of "real" answers among the obtained answers to the question about "fictitious" is greater than the number of "imaginary" answers. When determining that the number of “actual” responses is large, the information processing device 2 executes the process of step S106. On the other hand, if it is determined that the number of "real" responses is small, that is, if it is determined that the number of "imaginary" responses is large, the information processing device 2 executes the process of step S122.

(Step S106)
The information processing device 2 determines whether or not the number of answers to the question about "cold heat" is greater than the number of answers to the "cold" question. If it is determined that the number of responses to "fever" is large, the information processing device 2 executes the process of step S108. On the other hand, if it is determined that the number of responses to "heat" is small, that is, if it is determined that the number of responses to "cold" is large, the information processing device 2 executes the process of step S116.

(Step S108)
The information processing device 2 determines whether or not the number of answers to the question about "dry and wet" is greater than the number of answers to "dry". If it is determined that the number of responses of "wet" is large, the information processing device 2 executes the process of step S110. On the other hand, if it is determined that the number of responses for "wet" is small, that is, if it is determined that the number of responses for "dry" is large, the information processing apparatus 2 executes the process of S114.

(Step S110)
The information processing device 2 determines that the balance type representing the balance state of the user's biological balance is "actual heat and humidity" corresponding to the type G01. Then, the information processing device 2 executes the process of step S112.

(Step S112)
The information processing device 2 generates presentation information with reference to product information. Then, the information processing device 2 ends the balance type determination process according to FIG. 10 .

(Step S114)
The information processing device 2 determines that the balance type representing the balance state of the user's biological balance is "actual hot dry" corresponding to the type G02. Then, the information processing device 2 executes the process of step S112.

(Step S116)
The information processing device 2 determines whether or not the number of answers to the question about "dry and wet" is greater than the number of answers to "dry". If it is determined that the number of responses of "wet" is large, the information processing device 2 executes the process of step S118. On the other hand, if it is determined that the number of responses for "wet" is small, that is, if it is determined that the number of responses for "dry" is large, the information processing device 2 executes the process of S120.

(Step S118)
The information processing device 2 determines that the balance type representing the balance state of the user's biological balance is "actual cold and wet" corresponding to the type G03. Then, the information processing device 2 executes the process of step S112.

(Step S120)
The information processing device 2 determines that the balance type representing the balance state of the user's biological balance is "very cold" corresponding to the type G04. Then, the information processing device 2 executes the process of step S112.

(Step S122)
The information processing device 2 determines whether or not the number of answers to the question about "cold heat" is greater than the number of answers to the "cold" question. If it is determined that the number of responses to "fever" is large, the information processing device 2 executes the process of step S124. On the other hand, when determining that the number of responses to "heat" is small, that is, when determining that the number of responses to "cold" is large, the information processing device 2 executes the process of step S130.

(Step S124)
The information processing device 2 determines whether or not the number of answers to the question about "dry and wet" is greater than the number of answers to "dry". If it is determined that the number of responses of "wet" is large, the information processing device 2 executes the process of step S126. On the other hand, if it is determined that the number of responses for "wet" is small, that is, if it is determined that the number of responses for "dry" is large, the information processing device 2 executes the process of S128.

(Step S126)
The information processing device 2 determines that the balance type representing the balance state of the user's biological balance is "imaginary heat and humidity" corresponding to the type G05. Then, the information processing device 2 executes the process of step S112.

(Step S128)
The information processing device 2 determines that the balance type representing the balance state of the user's biological balance is "vague heat dry" corresponding to the type G06. Then, the information processing device 2 executes the process of step S112.

(Step S130)
The information processing device 2 determines whether or not the number of answers to the question about "dry and wet" is greater than the number of answers to "dry". If it is determined that the number of responses of "wet" is large, the information processing device 2 executes the process of step S132. On the other hand, if it is determined that the number of responses for "wet" is small, that is, if it is determined that the number of responses for "dry" is large, the information processing device 2 executes the process of S134.

(Step S132)
The information processing device 2 determines that the balance type representing the balance state of the user's biological balance is "cold and dry" corresponding to the type G07. Then, the information processing device 2 executes the process of step S112.

(Step S134)
The information processing device 2 determines that the balance type representing the balance state of the user's biological balance is "cold and dry" corresponding to the type G08. Then, the information processing device 2 executes the process of step S112.

[Display screen example]
Next, display screen examples will be described.
FIG. 11 is a diagram showing an example of a display screen according to the first embodiment.
In the illustrated example, a question about menopausal symptoms generated as presentation information by the presentation information generation unit 222 is generated on the display unit 15 of the terminal device 1 based on the question information stored in the question information storage unit 242 of the information processing device 2. This is an example of a case where
For example, on the display unit 15, as the first question "Q1" regarding "truth and truth", the user's symptom can be alternatively selected as "Q1". "Always tired easily and often lacks energy" is displayed. On this display, for example, the user taps "There are many scenes that are irritable and tense". The terminal device 1 transmits to the information processing device 2 as a selected answer, "Irritated/tensed in many situations" in response to the tap operation. In addition, the terminal device 1 causes the display unit 15 to display the question "Q2" based on the acquisition of the answer to the question "Q1".

[Correspondence between balance type and symptoms]
Next, the correspondence relationship between balance types and symptoms will be described.
FIG. 12 is a diagram showing correspondence relationships between balance types and symptoms according to the first embodiment.
In the illustrated example, for 21 symptoms from symptom A to symptom U, about 300 women from 35 to 54 years old were sampled in increments of 5 years, for a total of about 1200 people. This is the result of a cross-tabulation analysis of the symptoms of
Each balance type is associated with menopausal symptoms and their odds ratios in which a significant difference was observed. The symptoms enclosed in parentheses, that is, the symptoms for which the odds ratio is not described, are the symptoms ranked high in the balance type, although there is no significant difference among the balance types.

For example, in the first row, the balance type is “real heat and dryness”, and the menopausal symptoms [odds ratio] for which a significant difference was observed are “symptom B [1.806], symptom J [2.410]”. . In the second row, the balance type is “real heat and humidity”, and the menopausal symptoms [odds ratio] for which a significant difference was observed are “symptom B [2.748], symptom J [2.440], symptom M [1 .802], Symptom I [2.194], Symptom N [1.743], Symptom D [1.699], Symptom S [2.441], Symptom H [2.556], Symptom P [1.865] ]”. In the third line, the balance type is "actually cold", and the menopausal symptoms [odds ratio] for which a significant difference was observed are "symptom T, symptom K, symptom U".

In the fourth row, the balance type is “actual cold and damp”, and the climacteric symptoms [odds ratio] for which a significant difference was found are “Symptom K [1.759], Symptom F [1.679], Symptom U [1 .575], symptom R [1.871], symptom O [2.480]”. In line 5, the balance type is "dry heat and dryness", and the climacteric symptoms [odds ratio] for which a significant difference was observed are "symptom T, symptom K, and symptom M." In the sixth row, the balance type is "heat and humidity", and the climacteric symptoms [odds ratio] for which a significant difference was observed are "Symptom L [2.174], Symptom B [2.609], Symptom J [3 .561], Symptom C [2.330], Symptom M [2.493], Symptom D [2.434], Symptom G [2.232], Symptom A [1.923], Symptom S [2.168] ], symptom P [2.377], symptom O [2.048], symptom K [2.789], symptom E [2.052]".

In the 7th row, the balance type is “dryness”, and the climacteric symptoms [odds ratio] for which a significant difference was observed are “Symptom D [1.616], Symptom G [1.543], Symptom U [1 .623], symptom T [3.369], symptom H [3.048], symptom L [2.988], symptom R [2.400]”. In the eighth line, the balance type is "cold and damp", and the menopausal symptom [odds ratio] for which a significant difference was observed is "symptom S [1.939]".

As described above, the information processing system SYS according to the present embodiment includes a symptom acquisition unit 220 (also referred to as an acquisition unit) that acquires answers to the menopausal symptoms of the user, and the type of balance state of the user based on the answers to the menopausal symptoms. A balance type determination unit 221 (also referred to as a determination unit) that determines which type among a plurality of types, and a combination food that is expected to improve symptoms according to the type determined by the balance type determination unit 221. , and a presentation information generation unit 222 (also referred to as a presentation unit) that presents the information to the user.

Thereby, the information processing system SYS can determine which balance type the user's balance state is, and present a combination food that is expected to improve the symptoms by adjusting the balance according to the balance type. Therefore, the balance state can be grasped, and the biological balance can be adjusted by ingesting the combination food.

[Modification]
In addition to the communication unit 20, the information processing device 2 may include a user-to-user communication unit.
In this case, since it becomes possible to communicate with other users belonging to the balance type determined by the balance type determination unit 221, information can be shared among users having the same concerns. Therefore, user convenience can be improved.

Further, the information processing device 2 may generate advice for symptoms according to the balance type based on the learning result learned based on the correspondence relationship between the menopausal symptom, the balance type, and the seasonal element.

In this case, the presentation information generation unit 222 acquires statistical information based on the learning result from the statistical information storage unit 247 and transmits advice based on the statistical information to the terminal device 1 . As a result, it is possible to provide advice for relieving symptoms according to the symptoms, advice for symptoms expected in the future, and the like based on the statistical information, thereby improving convenience for the user.

As described above, the information processing system SYS according to the modified example includes a symptom acquisition unit 220 (also referred to as an acquisition unit) that acquires responses to the menopausal symptoms of the user, and a plurality of balance types of the user based on the responses to the menopausal symptoms. A combination food that is expected to improve symptoms according to the type determined by the balance type determination unit 221 (also referred to as determination unit) that determines which type among the types, and the type determined by the balance type determination unit 221 and a presentation information generation unit 222 (also referred to as a presentation unit) that presents information to the user.

Thereby, the information processing system SYS can present a combination food that is expected to improve the symptoms by adjusting the balance according to which balance type the user's balance state is. Therefore, the user can grasp the balance state, and can adjust the biological balance by ingesting the combination food.

Further, information processing system SYS further includes an inter-user communication unit capable of communicating with other users belonging to the type determined by balance type determination unit 221 .

As a result, it is possible to share symptoms and exchange information among users having the same problem, thereby improving user convenience.

In addition, the information processing system SYS provides advice according to the type determined by the balance type determination unit 221 based on the learning result learned based on the correspondence relationship between the menopausal symptom, the balance state type, and the seasonal element. A generating unit (presentation information generating unit 222) for generating is provided.

Thereby, advice according to the symptoms can be given.

A combination food is a combination of one or more kinds of tea and one or more kinds of herbal soup.

This allows tea to be consumed when soup cannot be consumed, thereby promoting continuous intake of the combination food. In addition, by combining a plurality of tastes and different foods, it is possible to prevent the user from getting tired of tastes.

In addition, in the embodiment described above, instead of or in addition to medicinal herb soup or medicinal herb tea, the user may be presented with Chinese herbal medicine that is expected to relieve symptoms. Thus, even if the symptoms are not improved by medicinal soup or medicinal tea, it is possible to present herbal medicine as a substitute food. Therefore, improvement of the user's symptoms can be expected.

In the above-described embodiment, based on the user's response regarding menopausal symptoms, the base soup, ingredients, etc. may be presented to the user as an original soup that matches the user's symptoms. By doing so, it is possible to propose foods suitable for the user.

A part of the terminal device 1 and the information processing device 2 in the above-described embodiment, for example, at least a part of the symptom acquisition unit 220, the balance type determination unit 221, the presentation information generation unit 222, the output processing unit 223, and the learning unit 224 may be realized by a computer. In that case, a program for realizing this control function may be recorded in a computer-readable recording medium, and the program recorded in this recording medium may be read into a computer system and executed. The "computer system" here is a computer system built into the terminal device 1 and the information processing device 2, and includes hardware such as an OS and peripheral devices.

The term "computer-readable recording medium" refers to portable media such as flexible discs, magneto-optical discs, ROMs and CD-ROMs, and storage devices such as hard discs incorporated in computer systems. Furthermore, "computer-readable recording medium" means a medium that dynamically stores a program for a short period of time, such as a communication line for transmitting a program via a network such as the Internet or a communication line such as a telephone line. It may also include a volatile memory inside a computer system that serves as a server or client in that case, which holds the program for a certain period of time. Further, the program may be for realizing part of the functions described above, or may be capable of realizing the functions described above in combination with a program already recorded in the computer system.

Also, part or all of the terminal device 1 and the information processing device 2 in the above-described embodiments may be implemented as an integrated circuit such as an LSI (Large Scale Integration). Each functional block of the terminal device 1 and the information processing device 2 may be individually processorized, or part or all of them may be integrated and processorized. Also, the method of circuit integration is not limited to LSI, but may be realized by a dedicated circuit or a general-purpose processor. In addition, when an integration circuit technology that replaces LSI appears due to advances in semiconductor technology, an integrated circuit based on this technology may be used.

Although one embodiment of the present invention has been described in detail above with reference to the drawings, the specific configuration is not limited to the above, and various design changes, etc., can be made without departing from the gist of the present invention. It is possible to

SYS information processing system 1 terminal device 10 communication unit 12 control unit 122 application execution unit 124 display processing unit 14 input unit 15 display unit 2 information processing device 20 communication unit 22 control unit 220 symptom acquisition unit 221 balance type determination unit 222 presentation information generation Unit 223 Output processing unit 224 Learning unit 24 Storage unit 241 Application information storage unit 242 Question information storage unit 243 User information storage unit 244 Symptom information storage unit 245 Balance type information storage unit 246 Product information storage unit 247 Statistical information storage unit 201 CPU
202 drive unit 203 storage medium 204 input unit 205 output unit 206 ROM
207 RAMs
208 auxiliary storage unit 209 interface unit

Claims (7)

an acquisition unit that acquires an answer to a user's menopausal symptoms;
Based on the answers to the menopausal symptoms, the balance state type of the user is any one of eight balance types according to three axes represented by the opposite classifications of real, dry, and cold among a plurality of types. a determination unit that determines whether
According to the type determined by the determination unit, the first food and the second food are expected to improve the symptoms to a balanced state in which there is no bias in each of the three axes. a presentation unit that presents the combination food to the user;
with
said combination food of said first food and said second food is selected using a classification based on at least one common axis between said first food and said second food;
Information processing system. A user-to-user communication unit capable of communicating with other users belonging to the type determined by the determination unit;
The information processing system of claim 1, further comprising: a generation unit that generates advice according to the type determined by the determination unit based on the learning result learned based on the correspondence relationship between the types of menopausal symptoms and balance states and the seasonal elements;
The information processing system of claim 1, further comprising: The first food is one or more types of tea, and the second food is one or more types of medicinal herb soup .
The information processing system according to claim 1. an acquisition unit that acquires an answer to a user's menopausal symptoms;
Based on the answers to the menopausal symptoms, the balance state type of the user is any one of eight balance types according to three axes represented by the opposite classifications of real, dry, and cold among a plurality of types. a determination unit that determines whether
According to the type determined by the determination unit, the first food and the second food are expected to improve the symptoms to a balanced state in which there is no bias in each of the three axes. a presentation unit that presents the combination food to the user;
with
said combination food of said first food and said second food is selected using a classification based on at least one common axis between said first food and said second food;
Information processing equipment. An information processing method executed by a computer of an information processing device,
an obtaining process for obtaining an answer to a user's menopausal symptoms;
Based on the answers to the menopausal symptoms, the balance state type of the user is any one of eight balance types according to three axes represented by the opposite classifications of real, dry, and cold among a plurality of types. a determination process for determining whether
Depending on the type determined by the determination process, the first food and the second food are expected to improve symptoms to a balanced state, which is a state in which there is no bias in each of the three axes. A presentation process of presenting the combination food to the user;
has
said combination food of said first food and said second food is selected using a classification based on at least one common axis between said first food and said second food;
Information processing methods. In the computer of the information processing equipment,
a obtaining step of obtaining an answer to a user's menopausal symptoms;
Based on the answers to the menopausal symptoms, the balance state type of the user is any one of eight balance types according to three axes represented by the opposite classifications of real, dry, and cold among a plurality of types. a determination step of determining whether
Depending on the type determined by the determination step, the first food and the second food expected to improve symptoms to a balanced state, which is a state in which there is no bias in each of the three axes. a presentation step of presenting the combination food to the user;
and
said combination food of said first food and said second food is selected using a classification based on at least one common axis between said first food and said second food;
program.

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