KR102420631B1 - A method of creating custom pet platform - Google Patents

Abstract

The present invention provides a method for providing a pet-customized product. A method for providing a customized pet platform performed by a server according to an embodiment includes the steps of: obtaining first account information and pet information that is information about a pet, from a user terminal; deriving customized pet product information based on age information of the pet and disease information of the pet included in the pet information; generating a first interface including the customized pet product information; and providing the first interface to the user terminal.

Description

{A method of creating custom pet platform}

The present invention relates to a method for creating a custom pet platform.

Recently, with the rapid increase of pets, an integrated pet-related personalized product recommendation service is required, such as a pet health check and feed recommendation using various collected data.

In 2018, the annual online shopping transaction of pet products was KRW 822.3 billion, a 4% increase compared to the previous year, more than four times. The product market is expected to continue to grow.

In this regard, as concerns about the health problems of pets grow, studies for providing customized services are being actively conducted in this regard. In particular, in the case of pets, there is a need for research to provide nutrients or goods necessary for pets because they are closely related to people.

The present invention may provide a method of providing a pet-tailored product.

In a method for providing a customized pet platform performed by a server according to an embodiment, the method comprising: obtaining first account information and pet information that is information about a pet from a user terminal; deriving customized pet product information based on the pet's age information and the pet's disease information included in the pet information; generating a first interface including the customized pet product information; and providing the first interface to the user terminal.

In a method for providing a customized pet platform performed by a server according to an embodiment, the method comprising: obtaining and storing second account information in advance from the user terminal; and providing the first interface to the user terminal when the second account information and the first account information are the same.

In the method for providing a customized pet platform performed by a server according to an embodiment, the method further comprising: obtaining disease record information for the pet from the user terminal; the pet included in the pet information The step of deriving customized pet product information based on the animal's age information and the pet's disease information may include quantifying the health degree of the pet based on the age information, the disease information, and the disease record information. ; may be included.

In the method for providing a customized pet platform performed by a server according to an embodiment, the step of obtaining first disease information, which is information about a disease occurring at a predetermined frequency or more according to the type and age of the animal, from a first external server further comprising, wherein the pet information includes the type information of the pet, and the step of deriving the customized pet product information includes: based on the type information of the pet, included in the first disease information deriving second disease information corresponding to the type of the pet; deriving third disease information, which is information on the type and number of diseases corresponding to the age of the pet included in the second disease information, based on the age information of the pet; deriving a risk level corresponding to a type of disease corresponding to the age of the pet based on the third disease information; and deriving customized pet product information reflecting a predetermined pet product corresponding to the type of the high-risk disease if the risk is higher than or equal to a predetermined standard based on the risk.

In the method for providing a customized pet platform performed by a server according to an embodiment, the method further comprising: obtaining preferred food information for each animal type from the second external server; further comprising, deriving the customized pet product information The step of: determining a type of preferred food corresponding to the pet from among the preferred food for each type of animal; obtaining a preference corresponding to each of the types of preferred food corresponding to the pet from the user terminal; determining at least one food whose preference is higher than or equal to a predetermined preference among preferred foods of the type corresponding to the pet from among predetermined pet products corresponding to the type of the high-risk disease; and deriving the customized pet product information by reflecting at least one food having a preference equal to or greater than a predetermined preference.

The present invention can improve the satisfaction of the user by providing a pet-customized product.

The present invention can improve the user's convenience by providing a product considering the age and health of the pet.

BRIEF DESCRIPTION OF THE DRAWINGS The accompanying drawings, which are included as part of the detailed description to aid understanding of the various embodiments, provide various embodiments and, together with the detailed description, explain technical features of the various embodiments.
1 is a diagram illustrating an operation of a processor according to an embodiment.
2 is a diagram illustrating an operation of a server according to an embodiment.
3 is a diagram illustrating an operation of generating and providing a first interface to a user terminal according to an embodiment.
4 is a diagram illustrating an operation of providing a first interface to a user terminal according to an embodiment.
5 is a diagram illustrating an operation of quantifying the health level of a pet according to an embodiment.
6 is a diagram illustrating an operation of deriving customized pet product information based on the degree of risk according to an embodiment.
7 is a diagram illustrating pet information according to an embodiment.
8 is a diagram illustrating an operation of displaying a first interface according to an embodiment.

Since the present invention can have various changes and can have various embodiments, specific embodiments are illustrated in the drawings and described in detail in the detailed description. However, this is not intended to limit the present invention to specific embodiments, and should be understood to include all modifications, equivalents and substitutes included in the spirit and scope of the present invention. In describing each figure, like reference numerals have been used for like elements.

Terms such as first, second, A, B, etc. may be used to describe various elements, but the elements should not be limited by the terms. The above terms are used only for the purpose of distinguishing one component from another. For example, without departing from the scope of the present invention, a first component may be referred to as a second component, and similarly, a second component may also be referred to as a first component. The term “and/or” includes any combination of a plurality of related listed items or any of a plurality of related listed items.

When a component is referred to as being “connected” or “connected” to another component, it may be directly connected or connected to the other component, but it is understood that other components may exist in between. it should be On the other hand, when it is said that a certain element is "directly connected" or "directly connected" to another element, it should be understood that the other element does not exist in the middle.

The terms used in the present application are only used to describe specific embodiments, and are not intended to limit the present invention. The singular expression includes the plural expression unless the context clearly dictates otherwise. In the present application, terms such as “comprise” or “have” are intended to designate that a feature, number, step, operation, component, part, or combination thereof described in the specification exists, but one or more other features It is to be understood that it does not preclude the possibility of the presence or addition of numbers, steps, operations, components, parts, or combinations thereof.

Unless defined otherwise, all terms used herein, including technical or scientific terms, have the same meaning as commonly understood by one of ordinary skill in the art to which this invention belongs. Terms such as those defined in a commonly used dictionary should be interpreted as having a meaning consistent with the meaning in the context of the related art, and should not be interpreted in an ideal or excessively formal meaning unless explicitly defined in the present application. does not

Hereinafter, preferred embodiments of the present invention will be described in more detail with reference to the accompanying drawings. In describing the present invention, in order to facilitate the overall understanding, the same reference numerals are used for the same components in the drawings, and duplicate descriptions of the same components are omitted.

1 is a diagram illustrating an operation of a processor belonging to a server 1 according to an embodiment. Referring specifically to FIG. 1 , the at least one processor 110 is a central processing unit (CPU), a graphics processing unit (GPU), or a dedicated unit in which methods according to embodiments of the present invention are performed. may mean a processor of Each of the memory 120 and the storage device 160 may be configured as at least one of a volatile storage medium and a non-volatile storage medium. For example, the memory 120 may be one of a read only memory (ROM) and a random access memory (RAM), and the storage device 160 is a flash-memory. , a hard disk drive (HDD), a solid state drive (SSD), or various memory cards (eg, micro SD card).

In addition, the server 1 may be included in the server, and may include a transceiver 130 for performing communication through a wireless network. In addition, the server 1 may further include an input interface device 140 , an output interface device 150 , a storage device 160 , and the like. Each of the components included in the server 1 may be connected by a bus 170 to communicate with each other.

2 is a diagram illustrating an operation of a server according to an embodiment.

3 is a diagram illustrating an operation of generating a first interface and providing the first interface to a user terminal according to an embodiment.

2 and 3 , the server 1 may obtain first account information and pet information, which is information about the pet, from the user terminal. The first account information may mean login information. The pet information may include pet age information and pet disease information, and may include pet type information, as will be described later. The server 1 may derive customized pet product information based on the pet's age information and the pet's disease information included in the pet information. The server 1 may create a first interface including customized pet product information. In this case, the first interface may mean an interface including information on customized pet products, and in an embodiment, a screen as shown in FIG. 8 may mean displaying the first interface. The server 1 may provide the first interface to the user terminal. The server 1 may acquire the first disease information, which is information about a disease that occurs at a predetermined frequency or more according to the type and age of the animal, from the first external server 2 .

The server may acquire 301 first account information and pet information, derive 302 customized pet product information, generate 303 a first interface, and send a first An interface may be provided 304 .

4 is a diagram illustrating an operation of providing a first interface to a user terminal according to an embodiment. Referring specifically to FIG. 4 , the server may obtain and store the second account information in advance from the user terminal. The second account information may refer to information obtained when registering as a member. When the second account information and the first account information are the same, the server may provide the first interface to the user terminal as it is considered that a login authentication procedure has been performed. That is, the second account information may be stored (401), and if the second account information and the first account information are the same, the first interface may be provided to the user terminal (402).

5 is a diagram illustrating an operation of quantifying the health level of a pet according to an embodiment. Referring specifically to FIG. 5 , the server may obtain disease record information for the pet from the user terminal, and the server quantifies the health level of the pet based on age information, the disease information, and the disease record information. can do. This will be described in detail later.

The server may acquire 501 disease record information for the pet, and quantify 502 the health level of the pet based on age information, disease information, and disease record information.

6 is a diagram illustrating an operation of deriving customized pet product information based on the degree of risk according to an embodiment. Referring specifically to FIG. 6 , the server may acquire first disease information, which is information about diseases occurring at a predetermined frequency or more according to the type and age of the animal, from the first external server. The first disease information may refer to information including information on diseases frequently occurring in animals. In one embodiment, each type of dog may include information on diseases that occur frequently in response to each type, and in this case, information on frequently occurring diseases corresponding to a specific age in a specific type as well as by type may be included. can The pet information may include type information of the pet. In this case, the server may derive second disease information corresponding to the type of the pet included in the first disease information based on the type information of the pet. That is, if the user's pet is a Pomeranian, the type of dog, the second disease information may include information on a disease that a Pomeranian suffers from among the first disease information. The server may derive the third disease information, which is information on the type and number of diseases corresponding to the age of the pet included in the second disease information, based on the age information of the pet. The third disease information may refer to information on the type and number of diseases corresponding to age among the information included in the second disease information. In the above embodiment, if the user's pet is a pomeranian, a dog type, and the age is 7 years old, information on a disease that has occurred more than a predetermined number of times in the 7-year-old Pomeranian among the second disease information may be included. In one embodiment, if bile salts or discs frequently occur in a 7-year-old Pomeranian, in one embodiment, the server includes information that a 7-year-old Pomeranian has a disc with a 40% probability, and bile salt occurs with a 30% probability. can

The server may derive a degree of risk corresponding to the type of disease corresponding to the age of the pet based on the third disease information. In the above embodiment, the degree of risk may be derived from the value of 40 for the disc and 30 for the bile salt for each disease. If the level of risk is higher than or equal to a predetermined standard based on the level of risk, the server may derive customized pet product information reflecting a predetermined pet product corresponding to the type of the high-risk disease. In one embodiment, if the degree of risk above the predetermined standard is 35, the disk may be determined in the above embodiment, and if the predetermined pet supplies for the disk are predetermined as pillows and disk medicine, the corresponding products are customized pet product information can be derived as Also, the server may acquire preferred food information for each animal type from the second external server.

The second external server may refer to a server including information on food eaten by animals and information on preferred food. The server may derive the preference of the type of preferred food corresponding to the pet among the preferred food for each type of the plurality of pets. In an embodiment, if the user's pet is a Pomeranian, information on preferred foods that the Pomeranian likes may be acquired. In an embodiment, as a food that a Pomeranian generally likes, a preferred food such as chicken, beef, or pork may be determined. Thereafter, the server may acquire a preference corresponding to each of the preferred foods. In the above embodiment, the server determines that chicken, beef, and pork are the favorite foods of the Pomeranian, and inputs the preference corresponding to the preferred food as a message or an alarm to the user terminal or an alarm displayed on the first interface. can receive Upon receiving the preference from the user, it is possible to determine at least one food having a corresponding preference equal to or greater than a predetermined preference.

It is possible to determine at least one food having a higher preference than a predetermined preference among preferred foods of the type corresponding to the pet from among the predetermined pet products corresponding to the type of the high-risk disease. In this case, if the preference is received in the form of upper, middle, lower, according to an embodiment, the medium may be set as a predetermined preference. Obtaining the preference may be obtained in a desired form from the user based on a preference that the user can set or a predetermined preference. The customized pet product information may be derived by reflecting at least one preferred food having a preference higher than or equal to a predetermined preference.

The server may determine at least one preference index of preferred food. It is possible to derive the personalized pet product information by reflecting the final preferred food of which the preference index is greater than or equal to a predetermined preference index among at least one of the preferred foods. In this case, the method of deriving the preference index may be based on Equation 1 as follows.

[Equation 1]

S may represent a preference index. A may represent a preference value of a preferred food. F may mean a preset weight corresponding to the preferred food. T may represent the number of times the pet consumes the preferred food for a first predetermined period based on the pet information obtained from the user terminal. U may represent the number of side effects experienced during a second predetermined period after the pet has used the preferred food based on the pet information obtained from the user terminal. C may mean the number of types of necessary nutritional components required for the pet. G _b may indicate a percentage value of the amount included in the preferred food compared to the required amount corresponding to the b-th nutritional component. Through this formula, a customized product can be derived by taking into account the pet's usual diet, side effects, and nutritional requirements.

In this case, the pet information may include information on food consumed by the pet, and information on side effects experienced by the pet for a predetermined second period after eating a specific food. Side effects information may refer to information including cases in which vomiting, diarrhea, lethargy, etc. have occurred. In this case, the side effect information may be directly input by the user. 7 is a diagram illustrating pet information according to an embodiment.

At this time, the type and amount of necessary nutrients required for the pet can be obtained in the following way.

The server may acquire food information and drink information that the pet is taking for a predetermined period from the user terminal. Nutritional information is included in each food information and beverage information, so that information on nutritional components consumed by pets can be derived. The server may also obtain necessary nutrition information of the animal from the second external server. In an embodiment, the second external server may have information on the amount of vitamins required for the Pomeranian, information on the amount of protein, and the like.

Thereafter, through the nutritional information table that the pet is ingesting and the necessary nutritional information of the animal obtained from the second external server, quantity can be obtained.

The server may obtain (601) the first disease information, derive (602) the second disease information, and derive (603) the third disease information, and a customized pet based on the risk derivation and risk level Animal product information may be derived 604 .

7 is a diagram illustrating pet information according to an embodiment. Referring specifically to FIG. 7 , the server may acquire age information or disease information about the pet. In one embodiment, information that the pet currently suffers from a disc at the age of 7 may be acquired.

8 is a diagram illustrating an operation of displaying the first interface 10 according to an embodiment. Referring specifically to FIG. 8 , the server may display a disk pillow, a tea good for a pet disk, and a pet health snack as customized pet product information as customized pet product information, and then display it on the first interface 10 .

A user terminal is a communicable desktop computer, a laptop computer, a notebook, a smart phone, a tablet PC, a mobile phone, and a smart watch. ), smart glass, e-book reader, PMP (portable multimedia player), portable game console, navigation device, digital camera, DMB (digital multimedia broadcasting) player, digital voice recorder audio recorder), a digital audio player, a digital video recorder, a digital video player, and a personal digital assistant (PDA).

A deep learning model can be used when using a machine learning task, and it can be performed using a machine learning model. In this case, the learning data set may include various information acquired from various external servers as the learning data set, and a supervised learning method may be used. In this case, the deep learning model module may use a deep neural network (DNN) algorithm. Without being limited to the description, convolutional neural network (CNN), recurrent neural network (RNN), Restricted Boltzmann Machine (RBM), 　 Deep Belief Network (DBN) algorithms are may be used, and since each algorithm is a well-known technique, a description thereof will be omitted.

The methods according to the present invention may be implemented in the form of program instructions that can be executed by various computer means and recorded in a computer-readable medium. The computer-readable medium may include program instructions, data files, data structures, and the like, alone or in combination. The program instructions recorded on the computer readable medium may be specially designed and configured for the present invention, or may be known and available to those skilled in the art of computer software.

Examples of computer-readable media may include hardware devices specially configured to store and execute program instructions, such as ROM, RAM, flash memory, and the like. Examples of program instructions may include not only machine language codes such as those generated by a compiler, but also high-level language codes that can be executed by a computer using an interpreter or the like. The hardware device described above may be configured to operate as at least one software module to perform the operations of the present invention, and vice versa.

In addition, the above-described method or apparatus may be implemented by combining all or part of its configuration or function, or may be implemented separately.

Although the above has been described with reference to preferred embodiments of the present invention, those skilled in the art can variously modify and change the present invention within the scope without departing from the spirit and scope of the present invention as set forth in the claims below. You will understand that it can be done.

The methods according to the present invention may be implemented in the form of program instructions that can be executed by various computer means and recorded in a computer-readable medium. The computer-readable medium may include program instructions, data files, data structures, and the like, alone or in combination. The program instructions recorded on the computer readable medium may be specially designed and configured for the present invention, or may be known and available to those skilled in the art of computer software.

Examples of computer-readable media may include hardware devices specially configured to store and execute program instructions, such as ROM, RAM, flash memory, and the like. Examples of program instructions may include not only machine language codes such as those generated by a compiler, but also high-level language codes that can be executed by a computer using an interpreter or the like. The hardware device described above may be configured to operate as at least one software module to perform the operations of the present invention, and vice versa.

In addition, the above-described method or apparatus may be implemented by combining all or part of its configuration or function, or may be implemented separately.

Although the above has been described with reference to preferred embodiments of the present invention, those skilled in the art can variously modify and change the present invention within the scope without departing from the spirit and scope of the present invention as set forth in the claims below. You will understand that it can be done.

1: Server

Claims (5)

In the method of providing a customized pet platform performed by a server,
acquiring first account information and pet information, which is information about the pet, from the user terminal;
deriving customized pet product information based on the pet's age information and the pet's disease information included in the pet information;
generating a first interface including the customized pet product information; and
Including; providing the first interface to the user terminal;
obtaining and storing second account information in advance from the user terminal; and
When the second account information and the first account information are the same, providing the first interface to the user terminal; includes;
Further comprising; obtaining disease record information for the pet from the user terminal;
The step of deriving customized pet product information based on the pet's age information and the pet's disease information included in the pet information,
Numericalizing the health degree of the pet based on the age information, the disease information, and the disease record information;
Further comprising; acquiring first disease information, which is information about a disease that occurs more than a predetermined frequency according to the type and age of the animal, from the first external server;
The pet information includes information on the type of the pet,
The step of deriving the customized pet product information is,
deriving second disease information corresponding to the type of the pet included in the first disease information based on the type information of the pet;
deriving third disease information, which is information on the type and number of diseases corresponding to the age of the pet included in the second disease information, based on the age information of the pet;
deriving a risk level corresponding to a type of disease corresponding to the age of the pet based on the third disease information;
If the risk is higher than or equal to a predetermined standard based on the risk, deriving customized pet product information reflecting a predetermined pet product corresponding to the type of the high-risk disease;
Obtaining preferred food information for each animal type from the second external server; further comprising,
The step of deriving the customized pet product information is,
determining a type of preferred food corresponding to the pet from among the preferred food for each type of animal;
obtaining a preference corresponding to each of the types of preferred food corresponding to the pet from the user terminal;
determining at least one food whose preference is higher than or equal to a predetermined preference among preferred foods of the type corresponding to the pet from among predetermined pet products corresponding to the type of the high-risk disease; and
Further comprising; reflecting at least one food of which the preference is greater than or equal to a predetermined preference to derive the customized pet product information;
The step of deriving the customized pet product information is,
deriving a preference index based on the preference;
The method further comprises; deriving preferred food with the preference index equal to or greater than the predetermined preference index as the customized pet product information;
Deriving the preference index can be by the following Equation 1,
[Equation 1]

,
The S represents the preference index, the A represents the numerical value of the preference, the F represents a preset weight corresponding to the preferred food, and the T represents a predetermined value based on the pet information obtained from the user terminal. represents the number of times the pet has consumed the preferred food for 1 period, and U is the pet based on the pet information obtained from the user terminal and experienced for a second predetermined period after the pet consumes the preferred food. Represents the number of side effects, C represents the number of types of necessary nutritional components required for the pet, and G _b represents the percentage value of the amount contained in the preferred food compared to the required amount corresponding to the b-th nutritional component. How to provide an animal platform. delete delete delete delete

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