KR20220007784A - Device and Method for Providing Plastic Surgery Information Based on Location Information - Google Patents

Abstract

The present disclosure relates to a device and method for providing customized medical information based on user location information. The present disclosure profiles user location information and attribute information and generates medical factor sets and plastic surgery hospital information by processing medical information using an artificial intelligence learning model, the medical information collected by crawling, so as to provide a medical information service with improved user convenience and option.

Description

Device and Method for Providing Plastic Surgery Information Based on Location Information}

The present invention relates to an apparatus and method for providing information on plastic surgery service based on user's location information, and more particularly, by profiling the identified user's location information, user life pattern information, user's desired procedure and surgery It relates to an apparatus and method for generating a user profile related to and providing information on plastic surgery services based on location information.

The present invention also relates to an apparatus and method for recommending a plastic hospital and medical staff suitable for a user based on user profile, desired procedure and operation, environment information, etc., and relates to a plastic medical service based on location information using an artificial intelligence learning model. It relates to an apparatus and method for providing information.

Currently, plastic medical services are becoming more specialized, segmented, and complex, but patients still have to solve the problem of obtaining information for procedures and treatment, follow-up management, beauty products, and selecting plastic surgery hospitals and medical staff. In other words, it is common for patients to think about plastic surgery and surgery related to the part they want, and to select the appropriate plastic hospital and medical staff for themselves or with the advice of their acquaintances. Alternatively, in order to select a plastic hospital or medical staff, related information may be collected through a website or SNS information search. However, it takes a lot of effort to collect such information, the information is limited, and the investigation and judgment of non-expert patients are limited, and there are many cases of misjudgment. Therefore, it is easy for individuals to go through trial and error in order to receive appropriate plastic medical services, and it is difficult to obtain satisfactory results.

In the prior invention, the hospital information used for matching patient needs and plastic hospitals is mainly information provided from medical institutions such as hospitals, and is not only very subjective, fragmentary, and limited, but also objective evaluation or more in-depth information, especially detailed information such as patient reviews. Because it is not reflected, its effectiveness is not great, and it is not possible to adequately respond to the various needs of patients.

The present invention is to solve the above problems and to expand the user's freedom of choice of plastic surgery service by providing an apparatus and method for providing information on plastic surgery service related information and cosmetic medical service provider information for users.

The present invention also improves the quality of medical information provision service and improves personal health by providing user-customized medical information based on multi-faceted feedback and information about various plastic surgery hospitals and medical staff including patient reviews as well as information provided by plastic surgery hospitals. It aims to increase the convenience of management and use of plastic medical services.

In order to solve the above problems, a method for providing information about plastic surgery services based on location information performed by an apparatus for providing information about plastic medical services based on location information according to an embodiment of the present invention includes location information received from a user device. generating user life pattern information using an artificial intelligence life pattern learning model based on the generating a user profile based on the user life pattern information and the user's desired procedure and surgical site attribute information; Distributing and storing the collected medical information in a distributed storage server; Based on the collected medical information, generating a medical factor set including region, age, gender, period, characteristic facts, and disease using the first artificial intelligence learning model; generating user body information for determining or predicting a cosmetic product and result desired by a user based on the user profile and the plurality of medical factor sets; and providing the generated user body information to the user device.

The artificial intelligence life pattern learning model is obtained by map machine learning using location information received from a user device, and the user attribute information includes the user's age, gender, height, weight, blood type, and the like. The life pattern information includes the user's activity by time period, movement route or location, and movement method, and the user profile records the user's age, gender, desired procedure and surgery, region, exercise time, sleep time, and regular activity history. include

The present invention creates a user profile related to the user's life pattern information, the user's desired procedure and surgery by profiling the identified user's location information, and provides information about a plastic surgery hospital and medical staff based on the location information to provide the user with optimal plastic surgery We can provide information about medical services.

The present invention also improves the quality of plastic surgery information providing service by providing user-customized plastic surgery information based on various plastic surgery-related information, including patient reviews, collected in real time, and provides procedures suitable for individual user's desired body parts and It improves the convenience of using plastic medical services by providing information and products suitable for surgery.

1 is a schematic diagram of a system for providing information on plastic surgery services based on location information according to an embodiment of the present invention, schematically illustrating the relationship between an information providing device, a user device, a medical institution server, and an input terminal.
2 is a diagram schematically illustrating a method of providing medical information in a system for providing information on plastic surgery services based on location information according to an embodiment of the present invention.
3 is a schematic diagram of an architecture related to data processing of an apparatus for providing information about plastic surgery services based on location information according to an embodiment of the present invention.
4 is a diagram illustrating the architecture of an apparatus for providing information on plastic surgery services based on location information according to an embodiment of the present invention, centering on an artificial intelligence learning model for a medical institution.
5 is a flowchart of generating user life pattern information by processing user location data by a management unit of an apparatus for providing information on plastic surgery services based on location information according to an embodiment of the present invention.
6 is a flowchart illustrating a method of generating a question according to user location information and processing a user answer after generating a user life pattern according to an embodiment of the present invention.

DETAILED DESCRIPTION OF THE PREFERRED EMBODIMENTS Hereinafter, embodiments of the present invention will be described in detail with reference to the accompanying drawings so that those of ordinary skill in the art can easily implement them. However, the present invention may be embodied in several different forms and is not limited to the embodiments described herein. And in order to clearly explain the present invention in the drawings, parts irrelevant to the description are omitted, and similar reference numerals are attached to similar parts throughout the specification.

Throughout the specification, when a part is "connected" with another part, this includes not only the case of being "directly connected" but also the case of being "electrically connected" with another element interposed therebetween. . Also, when a part "includes" a certain component, it means that other components may be further included, rather than excluding other components, unless otherwise stated.

Hereinafter, embodiments of the present invention will be described in detail.

1 schematically illustrates the relationship between an information providing device 100 and a user device 200, an external medical data source, and an input terminal of a system for providing information on plastic surgery services based on location information according to an embodiment of the present invention. 2 is a diagram illustrating a method for providing information about a plastic surgery service based on location information according to an embodiment of the present invention, an apparatus for providing information about a plastic surgery service based on location information, a user device, and external data sources ( It is a schematic diagram shown in terms of data transmission between data sources.

Referring to FIGS. 1 and 2 , a system for providing information on plastic surgery services based on location information according to an embodiment of the present invention will be described. The user device 200 transmits user information including user location information and user attribute information to a communication network. When transmitted to the apparatus 100 for providing information about plastic surgery services based on location information through Based on the user profile, judgment or prediction information of the user's health condition is generated and provided to the user device. In general, profiling is an automated process that collects information about individuals or groups of individuals, analyzes their characteristics and behaviors, and makes predictions and evaluations.

According to another embodiment of the present invention, the apparatus 100 for providing information about plastic surgery service based on location information transmits a question to the user device based on the user information, and uses the answer and the user information to Update user profile.

On the other hand, in order to extract a set of medical factors as a standard for judging and predicting a user's health condition, the information providing apparatus 100 for plastic medical services based on location information collects medical and medical related structured and atypical data, and , acquires an artificial intelligence first completed learning model (structurer AI in FIG. 3) that extracts quantified medical factors through machine learning using the collected data. The apparatus 100 for providing information on plastic surgery service based on location information generates health information for determining or predicting a cosmetic product and result desired by a user based on the user profile and the plurality of medical factor sets and provides it to the user device do.

According to another embodiment of the present invention, when a user inputs a symptom to the user device 100 and requests appropriate plastic hospital information, the information providing device 100 for plastic medical service based on location information provides the input symptom and Based on the user profile, the health status of the user is determined, and information about a suitable plastic medical service provider, that is, a plastic surgery hospital and medical staff, is generated and transmitted to the user device.

The user device 200 is an information processing device carried by the user, and includes a processor, a memory, a communication module, a GPS module providing location information, an acceleration sensor capable of acquiring the user's exercise information, a three-axis sensor, a gyro sensor, and the like. can do. The user device is, for example, a smart phone, a wearable device such as a smart watch, a tablet PC, etc., and is not limited to the type of information processing device capable of communicating with the outside and capable of detecting a location.

The apparatus 100 for providing information on plastic surgery services based on location information of the present invention may be implemented as a single server or as a distributed data processing system including one or more networks. When implemented as a single server, the apparatus 100 for providing information on plastic surgery services based on location information is a computer on which computer readable program code or process implementation instructions can be executed, including a processor, a storage unit (memory/permanent storage), It includes a communication unit and an input/output unit. A processor is used to execute instructions for software that may be loaded into memory, and may be a set of one or more processors or a multi-processor core (depending on the particular implementation). A processor may also be implemented using one or more disparate processor systems in which the main processor resides on a single chip, or as another example, a symmetric multiple processor (SMP) system that includes multiple processors of the same type.

The storage may include, for example, memory and persistent storage, the memory may be random access memory or other suitable volatile or non-volatile storage device, and the persistent storage may take various forms depending on the particular implementation. For example, persistent storage may be a hard drive, SSD, flash memory, rewritable optical disk, rewritable magnetic tape, or a combination of the above, and may be a removable hard drive. The communication unit provides communication with other data processing systems or devices, and may be, for example, a network interface card, and may provide communication through the use of a wired, wireless communication link, or both. The input/output unit includes various input/output devices such as a display, a touch panel display, a keyboard, and a printer.

Hereinafter, an embodiment of the present invention will be described in more detail with reference to FIGS. 3 to 5 . 3 is an architecture diagram illustrating the systems of FIGS. 1 and 2 in terms of operation and functionality. According to an embodiment of the present invention, the apparatus 100 for providing information on plastic surgery service based on user-customized location information collects and processes data from the user device 100, and a management unit 107 interworking with the user device, filtered A database 101 that stores data, a crawler for crawling data from an external data source, a database 104 that stores raw data collected from an external data source, and a preprocessing of raw data from the database 104 It includes a pre-processor 109 (Pre-processor), a plastic medical information processing engine 110 , a structured database 102 , a prediction database 103 , and a post-processor 121 .

The management unit 107 processes the user information collected from the user device 200 to create a user profile and stores it in the database 101 . The plastic medical information processing engine 110 generates and stores user body information for determining or predicting the user's health status, desired procedure and surgical site based on the user profile and stores it in the prediction database 103, and the user body information is It is transmitted to the user device through the post-processing unit 121 . The management unit 107 may be implemented as, for example, a management application program that is loaded into a memory and executed by a processor. In addition, the user device transmits user information including user identification information, location information of the user device, and user attribute information in conjunction with the management application program to the information providing device 100 for plastic medical services based on customized location information, It is preferable that a mobile application program that receives processed information from an information providing device regarding plastic medical services based on location information is installed. The mobile application program also interworks with the management application program to provide a GUI displaying a specific question received from the management application program on the user device or display it as a text message, and recall the user's answer input by a touch method, etc. send to management.

The mobile application program executed by the processor of the user device transmits the user location information to the management unit 107 of the apparatus 100 for providing information about plastic surgery services based on location information in the following manner.

The apparatus 100 for providing information on plastic surgery services based on the user-customized location information processes the user location information received from the user device 200 to generate user life pattern information (time, activity, movement method, location, etc.) do. That is, the management unit 107 of the apparatus 100 for providing information on plastic surgery services based on location information learns the time and location information of the received log or log package using the artificial intelligence learning model to learn artificial intelligence life patterns. A model is acquired and user life pattern information is generated using this learning model. However, since this learning is based on online learning, continuous learning can be performed even after the initial setting, so decision-making and learning can be made at the same time.

In addition, the management unit 107 may continuously receive the user location information to update the user life pattern even after generating the user life pattern based on the user location information from the specific user device.

The management unit 107 creates a user profile based on the life pattern and user attributes of a specific user. A user profile is a data set, and includes the user's age, gender, region, exercise time, exercise amount, sleep time, and activity history, and includes working hours, walking time, sitting time, alcohol consumption, leisure time, etc. It may further include data. Age and gender are based on the user attributes, and are based on values (date of birth, gender) input by the user at the time of membership registration according to a form requested by the application program of the user device. The exercise time, exercise amount, sleep time, regular activity history, working time, walking time, sitting time, drinking amount, leisure time, etc. are generated by the management unit from the life pattern information. The data set of the user profile is required to correspond to the factors of the medical factor set. Accordingly, when a new factor is added, the plastic surgery information processing engine 110 may request the management unit 107 to add new data to the profile, and accordingly, may also request an additional factor to generate life pattern information.

In addition, the user apparatus may be various wearable devices or smart devices interworking with the wearable devices, and the wearable device may include a sensor for detecting a wearer's heartbeat and body temperature. In this case, the user device may transmit bio-signals such as the user's heartbeat, body temperature, blood sugar, and blood pressure to the management unit, and the management unit may process the bio-signals and add them to the user profile.

On the other hand, the plastic surgery information processing engine 110 of the apparatus 100 for providing information on plastic surgery services based on location information generates user-customized health information and medical service provider information based on the user profile stored in the database 101, provided to the post-processing unit 121, and the post-processing unit transmits the health information and medical service provider information to the user device. Hereinafter, the plastic medical information processing engine 110 acquires a medical factor structuring learning model (artificial intelligence first learning model) and a predictive learning model through machine learning using data collected from an external data source, and user-customized health How to generate information and health care provider information is described in detail.

The plastic surgery information processing engine 110 includes an artificial intelligence first learning model (Structurer AI, 111), a health prediction unit 112, an artificial intelligence second learning model 113, and a plastic hospital matching unit 114. The plastic surgery information processing engine 110 acquires an artificial intelligence first learning model that establishes a medical factor set by learning the medical and medical related data stored in the database 101, and uses this to obtain a medical factor set from the collected medical data. create Since this learning is by online learning, continuous learning can be performed even after the initial setting, so that the medical factor set generation and learning can be performed at the same time.

Meanwhile, the prediction unit 112 generates the user's health judgment and prediction information based on the user profile and a plurality of medical factor sets generated through the artificial intelligence first learning model. The prediction unit 112 may be implemented as a logic algorithm including calculation of a degree of matching between the user profile and a plurality of medical factor sets. However, when a user profile is accumulated, the collected medical data is vast, and the medical factor set generated therefrom is also large, the prediction unit is preferably implemented as an artificial intelligence learning model that generates a matching degree. That is, the AI health prediction learning model is acquired by machine learning based on the user profile and medical factor set, and is advanced by continuous learning.

According to another embodiment of the present invention, an apparatus and method for determining a health condition based on a user profile and recommending a plastic surgery hospital and medical staff suitable therefor are provided. As described above, the apparatus for providing information on plastic surgery service based on user-customized location information generates user life pattern information and user profile from user information, and uses the first artificial intelligence learning model to generate the medical factor set and the user. A health state of the user is determined based on the profile.

On the other hand, the health information providing apparatus 100 of the present invention may collect orthopedic data provided by institutions, etc., and store and process data related to plastic surgery hospitals and medical staff. However, since such information is fragmentary and limited, there is a limit to adapting to the diverse needs of patients. Therefore, according to an embodiment of the present invention, in addition to the collection of the structured data, the crawler collects various types of data including information such as patient reviews, medical staff's experiences, thesis, medical equipment, etc., and the plastic medical information processing engine (110) acquires an artificial intelligence second learning model 113 through machine learning using this.

The raw data related to plastic surgery hospitals and medical staff collected by the crawler is stored in the database 101 through a preprocessing process of extracting only natural language processing and related phrases in the same way as medical data.

On the other hand, the plastic surgery information processing engine 110 further includes a matching unit 114, and the matching unit extracts appropriate plastic hospital information and medical staff information based on the health status determination and the user profile. Plastic hospital information for specific procedures and surgeries is a data set, including location, department, medical equipment, medical staff, number of patients treated annually, overall review rating, average patient age, preferred gender, service satisfaction, special features, and key keywords for patient review. include Medical staff information is a specific medical personnel data set, and includes location, department, affiliated plastic surgery hospital, number of patients treated annually, overall review rating, average patient age, gender, service satisfaction, specifics, key keywords for patient review, and treatment schedule. Based on the user profile and one or more health determination information generated by the prediction unit 112 based on the user profile, the matching unit 114 compares the plastic surgery hospital information and medical staff information stored in the plastic surgery hospital database 105, Among them, matching plastic hospital and medical staff information is generated in the order of the highest matching degree.

A process for receiving the medical information providing service from the side of the user device according to another embodiment of the present invention will be briefly described. The mobile application program installed on the user's device delivers the log or log package of the user's location information to the device for providing information about plastic surgery services based on location information, and determines the user's customized health from the device for providing information about plastic surgery services based on location information Alternatively, the prediction information is received and the health determination or prediction information is provided to a display or audio output unit of the user device. At this time, the user-customized health information is provided according to the ranking.

A plurality of health factor sets are generated using the artificial intelligence first completed learning model, and user-customized health state determination or health prediction information is provided to the user.

On the other hand, the programs stored in the memory of the apparatus 100 for providing information on plastic surgery service based on location information of the present invention may be classified into a plurality of modules according to their functions, where the plurality of modules are software rather than hardware. As , it means a module that operates functionally, and may be classified into, for example, a UI module, a touch screen module, and the like.

The present invention may include a cutting unit, a first transfer and a second transfer, and a combine unit.

The cutting unit may generate a plurality of pieces by dividing the data, and may assign an address to each of the pieces. Here, the addresses of the pieces may be composed of a combination of a plurality of letters and numbers.

Also, the cutting unit may generate a combination rule in consideration of each address. Here, the combination rule refers to a rule that allows a plurality of data pieces to be combined into data before being divided based on each address.

The first transfer may transmit a plurality of data pieces in an arbitrary order. Here, a plurality of data pieces may be transmitted together with an assigned address, respectively.

The second transfer may transmit a combination rule corresponding to the plurality of data pieces transmitted by the first transfer. Here, it may be preferable that the second transfer transmits the combination rule with a time difference with respect to the transmission of the plurality of data pieces by the first transfer.

The functional operations described in this specification and the embodiments related to the present subject matter can be implemented in a digital electronic circuit, computer software, firmware or hardware, including the structures disclosed herein and structural equivalents thereof, or in a combination of one or more thereof do.

Embodiments of the subject matter described herein are one or more computer program products, ie one or more modules directed to computer program instructions encoded on a tangible program medium for execution by or for controlling the operation of a data processing apparatus. can be implemented. A tangible program medium may be a radio wave signal or a computer-readable medium. A radio wave signal is an artificially generated signal, eg a machine-generated electrical, optical or electromagnetic signal, that is generated to encode information for transmission to an appropriate receiver device for execution by a computer. The computer-readable medium may be a machine-readable storage device, a machine-readable storage substrate, a memory device, a combination of materials that affect a machine-readable radio wave signal, or a combination of one or more of these.

A computer program (also known as a program, software, software application, script or code) may be written in any form of any programming language, including compiled or interpreted language or a priori or procedural language, and may be written as a stand-alone program or module; It can be deployed in any form, including components, subroutines, or other units suitable for use in a computer environment.

A computer program does not necessarily correspond to a file in a file system. A program may be in a single file provided to the requested program, or in multiple interacting files (eg, files that store one or more modules, subprograms, or portions of code), or portions of files that hold other programs or data. (eg, one or more scripts stored within a markup language document).

The computer program may be deployed to be executed on one computer or multiple computers located at one site or distributed over a plurality of sites and interconnected by a communication network.

Additionally, the logic flows and structural block diagrams described herein describe corresponding acts and/or specific methods supported by corresponding functions and steps supported by the disclosed structural means, and corresponding software. It can also be used to build structures and algorithms and their equivalents.

The processes and logic flows described herein may be performed by one or more programmable processors executing one or more computer programs to perform functions by operating on input data and generating output.

Processors suitable for the execution of computer programs include, for example, both general and special purpose microprocessors and any one or more processors of any kind of digital computer. Typically, the processor will receive instructions and data from read-only memory, random access memory, or both.

A key element of a computer is one or more memory devices for storing instructions and data and a processor for executing instructions. In addition, a computer is generally operably coupled to receive data from, or transmit data to, one or more mass storage devices for storing data, such as, for example, magnetic, magneto-optical disks or optical disks, or to perform both such operations. or will include However, the computer need not have such a device.

The present description sets forth the best mode of the invention, and provides examples to illustrate the invention, and to enable any person skilled in the art to make or use the invention. The specification thus prepared does not limit the present invention to the specific terms presented.

Accordingly, although the present invention has been described in detail with reference to the above-described examples, those skilled in the art can make modifications, changes, and modifications to the examples without departing from the scope of the present invention. In short, in order to achieve the intended effect of the present invention, it is not necessary to separately include all the functional blocks shown in the drawings or follow all the orders shown in the drawings. indicate that it may be within the scope

Claims (7)

As a method for providing information on plastic medical services based on location information performed by an information providing device for plastic medical services based on location information,
generating user life pattern information using an artificial intelligence life pattern learning model based on the location information received from the user device;
generating a user profile based on the user life pattern information and the user's desired procedure and surgical site attribute information;
Distributing and storing the collected medical information in a distributed storage server;
based on the collected medical information, generating a medical factor set including region, age, gender, period, characteristic facts, and disease using the first artificial intelligence learning model;
generating user body information for determining or predicting a cosmetic product and result desired by a user based on the user profile and the plurality of medical factor sets; and
providing the generated user body information to a user device;
The artificial intelligence life pattern learning model is obtained by supervised machine learning using the location information received from the user device,
The user attribute information includes the user's age, gender, and desired surgical and surgical site, the life pattern information includes the user's activity by time period, movement route or location, and movement method, and the user profile includes the user's It includes age, gender, region, exercise time, sleep time, and regular activity history, wherein the characteristic fact is a fact related to the operation and surgery desired region, and includes at least one of body part, desired shape, and surgery time A method of providing information about plastic medical services based on location information. The method of claim 1,
Further comprising the step of obtaining environment information including terrain information at the user's location from the user device or an external data source,
In the step of generating the user profile, the information providing method for plastic medical service based on location information, characterized in that the user profile is created by adding topographic information to the user life pattern information and user attribute information. The method of claim 1,
In the step of generating the medical factor set, a phrase related to the medical factor is extracted by a natural language processing method from the medical information collected by the crawler, and a plurality of medical factor sets using an artificial intelligence first learning model based on the extracted syntax comprising the steps of creating
The artificial intelligence first learning model is location information-based molding, characterized in that it is obtained by machine learning based on a phrase including generation time, age, gender, exercise time, and desired part of the plastic surgery among the data collected by the crawler. How to provide information about health care. The method of claim 1,
generating a question based on the different location information when receiving location information different from the generated life pattern;
transmitting the question to the user terminal;
receiving answer information to the question information from the user terminal; and
The method for providing information on plastic medical service based on location information, characterized in that it further comprises the step of updating the user life pattern based on the answer information. 5. The method of claim 4,
obtaining, from the user device, user characteristic information including one or more of the user's skin condition, drinking condition, smoking status, meal information, allergy information, and information on family history; and
The method for providing information on plastic medical services based on location information, characterized in that it further comprises the step of updating the user profile based on the user characteristic information. As an information providing device for plastic medical service based on user-customized location information,
processor,
a storage unit for storing computer program instructions executed by the processor;
The instructions are information providing apparatus for plastic medical services based on location information, characterized in that it includes program codes that operate to execute the steps of the method of claim 1. A computer program recorded on a computer-readable storage medium, comprising instructions for performing the method of claim 1.

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