KR102626202B1 - Apparatus and method for recommending cosmetic tourism - Google Patents

Abstract

This disclosure relates to a system for recommending plastic surgery tourism to foreign tourists. According to the present disclosure, a plastic surgery tourism recommendation device collects plastic surgery tourism application information entered by a plurality of users through an advertisement page suggesting plastic surgery tourism, and selects the plurality of users into tourism groups based on the plastic surgery tourism application information. Classifying it as one of the following, generating group-specific surgery information according to the classification, and based on the group-specific surgery information and hospital information, generating hospital matching information indicating a correspondence relationship between the group and the hospital, and generating the hospital matching information. Based on this, request a surgical quotation from a hospital, obtain the surgical quotation from the hospital, generate plastic surgery tourism information for each group using the surgical quotation, the hospital matching information, and travel information, and perform plastic surgery tourism for each group. Information can be controlled to be provided to the plurality of users.

Description

Apparatus and method for recommending cosmetic tourism {APPARATUS AND METHOD FOR RECOMMENDING COSMETIC TOURISM}

This disclosure generally relates to a system for recommending plastic surgery tourism for foreign tourists, and more specifically, to a device and method for classifying foreign tourists into tourist groups and recommending plastic surgery tourism by considering the characteristics of each tourism group. It's about.

Plastic surgery refers to surgery to modify the appearance of a person's body or face. People may receive plastic surgery to improve aesthetics or deform the body due to injury or congenital deformity, and by receiving plastic surgery, people can surgically correct or restore the body. Recently, the demand for plastic surgery for cosmetic purposes is rapidly increasing, and in response to this, the number of hospitals providing plastic surgery services is also explosively increasing.

Each person's standard of beauty differs depending on country, culture, gender, generation, etc. For example, in South American countries, the size of the buttocks became an important beauty standard, and in Middle Eastern countries, the size and angle of the nose became important beauty standards. In particular, in Korea, the standards of beauty are different for each generation, region, and gender, and plastic surgery trends have continued to change accordingly.

Recently, foreigners' interest in K-beauty continues to increase, and the plastic tourism market that involves traveling with plastic surgery for cosmetic purposes is increasing. However, because the number of hospitals that provide foreign languages is small, it is difficult for foreign tourists to obtain information about plastic surgery hospitals, and thus, it is difficult to make reservations at hospitals. In addition, if foreign tourists undergo plastic surgery or treatment while traveling, they must plan their travel schedule according to conditions such as plastic surgery or treatment area, recovery period, tourist destinations, accommodation, etc., but there is a lack of information about the plastic surgery or treatment area. In addition to making hospital reservations, there were inconveniences such as making it difficult to plan travel schedules, and explanations about the plastic surgery parts needed were not given in advance, so patients had to cancel after visiting the hospital they had reserved and then have to cancel or change travel schedules. A problem occurred.

In particular, when a large number of foreign tourists want to go on a plastic surgery tour in Korea as a group, there is a problem that both the plastic surgery and the travel tour can be ruined if the tourists do not properly find a plastic surgery tour product that suits them at the time of reservation. In response to this, various attempts are being made to establish a system that provides reliable plastic surgery services and comprehensive information on travel and tourism to foreign tourists.

The above-mentioned technology is technical information that the inventor possessed for deriving the present invention or acquired in the process of deriving the present invention, and does not necessarily indicate known technology disclosed to the general public before filing the application for the present invention.

Registered Patent Publication No. 10-2195032 (2020.12.24)

Based on the above-described discussion, this disclosure provides a device and method for classifying foreign tourists into tourism groups in a plastic surgery tourism system and recommending cosmetic tourism by considering the characteristics of each tourism group.

In addition, the present disclosure provides a device and method for classifying foreigners into groups by considering both the characteristics of foreign tourists for plastic surgery and tourism in a plastic surgery tourism system.

In addition, the present disclosure provides an apparatus and method for matching a hospital and a tourist group in consideration of the characteristics of the hospital and the characteristics of the tourist group in the cosmetic tourism system.

In addition, the present disclosure provides a device and method for creating an advertising page to recruit foreign tourists by considering regional characteristics in a cosmetic tourism system.

According to various embodiments of the present disclosure, a method of operating a plastic surgery tourism recommendation device includes collecting plastic surgery tourism application information entered by a plurality of users through an advertisement page suggesting plastic surgery tourism, based on the plastic surgery tourism application information, Classifying the plurality of users into one of the tourist groups, generating surgery information for each group according to the classification, and indicating a correspondence relationship between the group and the hospital based on the surgery information and hospital information for each group. Generating matching information, requesting a surgical quotation from a hospital based on the hospital matching information, and obtaining the surgical quotation from the hospital, grouping by group using the surgical quotation, the hospital matching information, and travel information. It may include generating plastic surgery tourism information, and providing the plastic surgery tourism information for each group to the plurality of users.

According to another embodiment, the step of classifying the plurality of users into one of the tourism groups includes extracting users to be classified based on the tour date and treatment area according to the cosmetic surgery application information, and selecting the tourism groups. It may include calculating a distance level between representative reference vectors and the cosmetic feature vectors of the users to be classified, and classifying the plurality of users based on the distance level.

According to another embodiment, the distance level is the number of nominal elements of the shaped feature vector, the number of numeric elements of the shaped feature vector, and the number of elements among the nominal elements whose element values of the reference vector and the element value of the shaped feature vector are the same. , It may be determined based on the weight of the numeric element, the element value of the molding feature vector, the element value of the reference vector, and the molding feature numerical range.

According to another embodiment, the surgery information for each group includes the number of users for each group, and the nationality of the user, and the hospital information includes the capacity for each candidate hospital, surgery history for each nationality, and nationality for each candidate hospital. Includes a surgery rating, and generating the hospital matching information may include matching a group and a hospital based on whether the number of users is included in the acceptable size and preferences by nationality in the candidate hospitals. there is.

According to another embodiment, a method of operating a plastic surgery tourism recommendation device includes extracting a first user group residing in the same area from among the plurality of users, with respect to plastic surgery images for each body part displayed on the advertisement page, Calculating an evaluation score for each image according to the access history for each image of the first user group, determining a preferred image for each body part according to the evaluation score for each image, based on the plastic surgery history of the first user group, It may further include determining a plastic surgery trend preferred by the first user group, and updating the advertisement page according to the preferred image for each body part and the plastic surgery trend.

Various respective aspects and features of the invention are defined in the appended claims. Combinations of the features of the dependent claims may be combined with the features of the independent claims as appropriate, not just those explicitly set out in the claims.

Additionally, one or more features selected from any one embodiment described in this disclosure may be combined with one or more features selected from any other embodiments described in this disclosure, and alternatives to these features may be used. A combination of the above may at least partially alleviate one or more technical problems discussed in this disclosure, or at least partially alleviate technical problems that can be discerned by a person skilled in the art from this disclosure, and further provide the features of the embodiments ( Unless such a particular combination or permutation of embodiment features is understood by those skilled in the art to be incompatible, the combination is possible.

In any described example implementation of this disclosure, two or more physically distinct components may alternatively be integrated into a single component if such integration is possible, so forming a single component. If the same function is performed by , integration is possible. Conversely, a single component of any embodiment described in this disclosure may alternatively, where appropriate, be implemented as two or more separate components that achieve the same functionality.

It is an object of certain embodiments of the present invention to solve, alleviate or eliminate, at least in part, at least one of the problems and/or disadvantages associated with the prior art. Certain embodiments aim to provide at least one of the advantages described below.

The apparatus and method according to various embodiments of the present disclosure enable, in a cosmetic surgery tourism system, to classify foreign tourists into tourist groups and recommend cosmetic tourism tailored to each group by considering the characteristics of each tourist group.

In addition, the apparatus and method according to various embodiments of the present disclosure considers all the characteristics of foreign tourists' plastic surgery and tourism travel in the plastic surgery tourism system, allowing users to be classified into groups according to plastic surgery and tourism characteristics.

In addition, the apparatus and method according to various embodiments of the present disclosure enable matching the most suitable hospital to the tourist group by considering the characteristics of the hospital and the characteristics of the tourist group in the cosmetic tourism system.

In addition, the apparatus and method according to various embodiments of the present disclosure consider regional characteristics in the cosmetic tourism system and create an advertising page to recruit foreign tourists, thereby providing advertising tailored to the regional characteristics of foreign tourists. .

The effects that can be obtained from the present disclosure are not limited to the effects mentioned above, and other effects not mentioned can be clearly understood by those skilled in the art from the description below. will be.

The accompanying drawings, which are included as part of the detailed description to aid understanding of the embodiments, provide various embodiments and together with the detailed description describe technical features of the various embodiments.
1 illustrates a cosmetic tourism recommendation system according to various embodiments of the present disclosure.
Figure 2 illustrates the configuration of a cosmetic tourism recommendation device in a cosmetic tourism recommendation system according to various embodiments of the present disclosure.
FIG. 3 illustrates a schematic diagram of a process in which a cosmetic surgery recommendation device generates cosmetic tourism information in a plastic surgery tourism recommendation system according to various embodiments of the present disclosure.
Figure 4 shows a flowchart of a method of operating a cosmetic tourism recommendation system according to various embodiments of the present disclosure.
FIG. 5 illustrates a flowchart of a method of operating a cosmetic surgery recommendation device in a cosmetic tourism recommendation system according to various embodiments of the present disclosure.

Terms used in the present disclosure are merely used to describe specific embodiments and may not be intended to limit the scope of other embodiments. Singular expressions may include plural expressions, unless the context clearly indicates otherwise. Terms used herein, including technical or scientific terms, may have the same meaning as generally understood by a person of ordinary skill in the technical field described in this disclosure. Among the terms used in this disclosure, terms defined in general dictionaries may be interpreted to have the same or similar meaning as the meaning they have in the context of related technology, and unless clearly defined in this disclosure, have an ideal or excessively formal meaning. It is not interpreted as In some cases, even terms defined in the present disclosure cannot be interpreted to exclude embodiments of the present disclosure.

In various embodiments of the present disclosure described below, a hardware approach method is explained as an example. However, since various embodiments of the present disclosure include technology using both hardware and software, the various embodiments of the present disclosure do not exclude software-based approaches.

Hereinafter, this disclosure relates to a system for recommending cosmetic surgery tourism to foreign tourists. Specifically, this disclosure describes a technology for classifying foreign tourists into tourism groups and recommending cosmetic tourism by considering the characteristics of each tourism group.

Below, various embodiments will be described in detail with reference to the attached drawings so that those skilled in the art can easily implement them. However, since the technical idea of the present disclosure can be modified and implemented in various forms, it is not limited to the embodiments described in this specification. In describing the embodiments disclosed in this specification, if it is determined that detailed description of related known technologies may obscure the gist of the technical idea of the present disclosure, detailed descriptions of the known technologies will be omitted. Identical or similar components will be assigned the same reference number and duplicate descriptions thereof will be omitted.

In this specification, when an element is described as being "connected" to another element, this includes not only the case of being "directly connected" but also the case of being "indirectly connected" with another element in between. When an element is said to “include” another element, this means that it does not exclude another element in addition to the other element, but may further include another element, unless specifically stated to the contrary.

Some embodiments may be described in terms of functional block configurations and various processing steps. Some or all of these functional blocks may be implemented as any number of hardware and/or software configurations that perform specific functions. For example, the functional blocks of the present disclosure may be implemented by one or more microprocessors, or may be implemented by circuit configurations for certain functions. Functional blocks of the present disclosure may be implemented in various programming or scripting languages. The functional blocks of this disclosure may be implemented as algorithms running on one or more processors. Functions performed by a functional block in the present disclosure may be performed by a plurality of functional blocks, or functions performed by a plurality of functional blocks in the present disclosure may be performed by a single functional block. Additionally, the present disclosure may employ conventional technologies for electronic environment setup, signal processing, and/or data processing.

In addition, in the present disclosure, the expressions greater than or less than are used to determine whether a specific condition is satisfied or fulfilled, but this is only a description for expressing an example and excludes descriptions of more or less. It's not about doing it. Conditions written as ‘more than’ can be replaced with ‘more than’, conditions written as ‘less than’ can be replaced with ‘less than’, and conditions written as ‘more than and less than’ can be replaced with ‘greater than and less than’.

1 illustrates a plastic surgery recommendation system 100 according to various embodiments of the present disclosure.

The plastic surgery tourism recommendation system 100 instructs a system to recommend plastic surgery tourism to foreign tourists. Specifically, the plastic surgery tourism recommendation system 100 instructs a system that provides plastic surgery tourism information about hospitals and travel information to foreign tourists divided into groups according to plastic surgery and tourism characteristics. According to the plastic surgery tourism recommendation system 100, a plastic surgery tourism recommendation service provider can provide a platform service that connects hospitals and foreign tourists by dividing foreign tourists into tourist groups according to their characteristics and matching customized hospitals for each tourist group. Accordingly, foreign tourists can safely enjoy plastic surgery tourism through the plastic surgery tourism recommendation service, and hospitals can increase sales through linking with the plastic surgery tourism recommendation service. According to an embodiment of the present disclosure, the plastic surgery tourism recommendation system 100 includes a user terminal 110, a hospital server 120, an external server 130, a plastic surgery tourism recommendation device 150, and a network 170. can do.

The user terminal 110 indicates the electronic device used by the user. Below, the user can direct foreign tourists who wish to undergo plastic surgery tourism. The user can apply for a plastic surgery tourism recommendation service and receive the service using the application mounted on the user terminal 110. The user terminal 110 can generate plastic surgery tourism application information according to the user input and deliver it to the plastic surgery tourism recommendation service provider, and can deliver guidance information about the plastic surgery tourism recommendation service to the user. According to an embodiment of the present disclosure, the user terminal 110 may include a fixed terminal implemented as a computer device or a mobile terminal. Specifically, the user terminal 110 may indicate a smart phone, a mobile phone, a navigation device, a computer, a laptop, a digital broadcasting terminal, a personal digital assistant (PDA), a portable multimedia player (PMP), or a tablet PC.

The hospital server 120 instructs electronic devices operated by the hospital. The hospital server 120 may instruct a server device that stores and manages the hospital's treatment subjects, capacity, surgical history, operating schedule, etc. The hospital server 120 may be implemented as a computer device or a plurality of computer devices that communicate over a network to provide commands, codes, files, content, services, etc.

The external server 130 instructs a server device that stores information necessary for generating cosmetic surgery tourism information. The external server 130 may instruct a device operated by an organization that stores and manages information related to plastic surgery tourism, and may provide information related to plastic surgery tourism according to a request from a plastic surgery tourism recommendation device. For example, the external server 130 can instruct an electronic device operated by a travel agency and store travel information such as tourist courses, restaurants, transportation, and flights that can be linked according to the schedule of plastic surgery. The external server 130 may also be implemented as a computer device or a plurality of computer devices that provide commands, codes, files, content, services, etc. by communicating over a network.

The plastic surgery tourism recommendation device 150 indicates an electronic device operated by a service provider that provides plastic surgery tourism recommendation services. The plastic surgery tourism recommendation device 150 can recruit a plurality of users through an advertisement page and classify them into tourism groups by considering the plastic surgery propensity and travel propensity of the plurality of users. Thereafter, the plastic surgery tourism recommendation device 150 can recommend plastic surgery tourism to users by matching customized hospitals for each tourism group and combining the matching results and travel information to generate plastic surgery tourism information.

As shown in FIG. 1, components of the plastic surgery recommendation system 100 may be connected through a network 170. According to an embodiment of the present disclosure, the network 170 refers to a connection structure capable of exchanging information between nodes such as a plurality of terminals and servers. Examples of such networks include RF, 3GPP (3rd generation partnership project) network, LTE (long term evolution) network, 5GPP (5th generation partnership project) network, WIMAX (world interoperability for microwave access) network, Internet, LAN (local area network), Wireless LAN (wireless local area) network), WAN (wide area network), PAN (personal area network), Bluetooth network, NFC network, satellite broadcasting network, analog broadcasting network, DMB (digital multimedia broadcasting) network, etc., but are not limited thereto. .

According to the plastic surgery tourism recommendation system 100, a plurality of users can check the plastic surgery tourism recommendation service through the advertisement page and apply for plastic surgery tourism through the advertisement page. In response, the plastic surgery tourism recommendation service provider collects plastic tourism application information for multiple users and classifies users into tourism groups by considering tour schedule, travel expenses, treatment area, age, height, number of plastic surgery procedures, etc. You can. Afterwards, the plastic surgery tourism recommendation service provider can match hospitals and tourism groups by considering the characteristics of the tourism groups, and request a surgery quote from the hospital based on the matching results. The hospital can guide the surgery quotation according to the request for a surgery quotation to the plastic surgery tourism recommendation service provider, and the plastic tourism recommendation service provider can recommend plastic surgery tourism by generating plastic surgery tourism information and delivering it to users. Below, the specific configuration and operation method of the plastic surgery recommendation device 150 are described in detail.

FIG. 2 illustrates a configuration 200 of the cosmetic surgery recommendation device 150 in the cosmetic surgery recommendation system 100 according to various embodiments of the present disclosure. Terms such as '... unit' and '... unit' used hereinafter refer to a unit that processes at least one function or operation, which can be implemented through hardware, software, or a combination of hardware and software. there is. The cosmetic surgery recommendation device 150 may include a memory 210, a processor 220, a communication unit 230, an input/output interface 240, and a display unit 250.

The memory 210 temporarily or permanently stores data such as basic programs, applications, and setting information for the operation of the cosmetic surgery recommendation device 150. The memory 210 may include a non-permanent mass storage device such as random access memory (RAM), read only memory (ROM), and a disk drive, but the present invention is not limited thereto. These software components may be loaded from a computer-readable recording medium separate from the memory 210 using a drive mechanism. Such separate computer-readable recording media may include computer-readable recording media such as floppy drives, disks, tapes, DVD/CD-ROM drives, and memory cards. Depending on the embodiment, software components may be loaded into the memory 210 through the communication unit 230 rather than a computer-readable recording medium. Additionally, the memory 210 may provide stored data upon request from the processor 220. According to an embodiment of the present disclosure, the plastic surgery tourism recommendation device 150 may store hospital information and travel information about the size of the hospital or surgery history in advance.

The processor 220 controls the overall operations of the plastic surgery recommendation device 150. For example, the processor 220 may control signals to be transmitted and received through the communication unit 230. Additionally, the processor 220 may be configured to process instructions of a computer program by performing basic arithmetic, logic, and input/output operations. Commands may be provided to the processor 220 by the memory 210 or the communication unit 230. For example, processor 220 may be configured to execute received instructions according to program code stored in a recording device such as memory 210. For example, the processor 220 may control the cosmetic surgery recommendation device 150 to perform operations according to various embodiments described later.

According to an embodiment of the present disclosure, the processor 220 collects plastic surgery tourism application information entered by a plurality of users through an advertisement page suggesting plastic surgery tourism, and sends a plurality of users on a tour based on the plastic surgery tourism application information. Classify into one of the groups, generate surgery information for each group according to the classification, generate hospital matching information indicating the correspondence between the group and hospital based on the surgery information and hospital information for each group, and generate hospital matching information based on the hospital matching information. Based on this, request a surgery quote from the hospital, obtain a surgery quote from the hospital, use the surgery quote, hospital matching information, and travel information to generate group-specific plastic surgery tourism information, and group-specific plastic surgery tourism information to multiple users. You can control it to be provided to you.

The communication unit 230 performs functions for transmitting and receiving signals through a wireless channel. All or part of the communication unit 230 may be referred to as a transmitting unit, a receiving unit, or a transmitting/receiving unit. The communication unit 230 may provide a function for the cosmetic surgery recommendation device 150 and at least one other node to communicate with each other through a communication network. According to an embodiment of the present disclosure, when the processor 220 of the cosmetic surgery recommendation device 150 generates a request signal according to a program code stored in a recording device such as the memory 210, the request signal is sent to the communication unit 230. It can be transmitted to at least one other node through a communication network under the control of . Conversely, control signals, commands, content, files, etc. provided according to the control of the processor of at least one other node may be received by the cosmetic surgery recommendation device 150 through the communication unit 230. According to an embodiment of the present disclosure, the communication unit 230 may receive plastic surgery tourism application information. Additionally, the communication unit 230 may transmit the generated plastic surgery tourism information to a plurality of users.

The input/output interface 240 may be a means for interfacing with an input/output device (not shown). At this time, the input device may be, for example, a device such as a keyboard or mouse, and the output device may be provided in the form of a device such as a display unit for displaying images. As another example, the input/output interface 240 may be a means for interfacing with a device that integrates input and output functions, such as a touch screen. Specifically, the processor 220 of the cosmetic surgery recommendation device 150 processes commands of the computer program loaded in the memory 210, and the service screen or content constructed using data provided by the server is input/output interface 240. ) can be displayed on the display. According to an embodiment of the present disclosure, the input/output interface 240 may include means for interfacing with the display unit 250. The input/output interface 240 may receive a user input for a web browsing window displayed on the display unit 250, and output data to be output through the display unit 250 in response to the above-described user input from the processor 220. It can be delivered. According to an embodiment of the present disclosure, the input/output interface 240 may directly receive a control signal necessary for generating plastic surgery recommendation information from a plastic surgery recommendation service provider.

The display unit 250 indicates a display module including one or more displays. Each of the one or more displays included in the display unit 250 may individually display independent content, and the one or more displays described above may be combined to display a single content. According to an embodiment of the present disclosure, one or more displays included in the display unit 250 may include multiple physically separated displays, or may be multiple physically combined displays, and one screen may be divided and used. It may be a display that can be used. According to an embodiment of the present disclosure, the display unit 250 may display the creation status of plastic surgery tourism information to the plastic surgery recommendation service provider on the display.

The plastic surgery tourism recommendation device 150 can attract users through an advertisement page that suggests plastic surgery tourism to foreign tourists. Users can access the advertisement page using the user terminal 110 and enter plastic surgery tour application information into the advertisement page. The plastic surgery tourism recommendation device 150 may classify a plurality of users into one of the tourist groups using the plastic surgery tourism application information and match surgery information and hospital information for each group. Thereafter, the plastic surgery recommendation device 150 transmits the tourism group's request for a plastic surgery quote to the hospital according to the matching result, and generates plastic surgery recommendation information by combining the surgery quote received from the hospital with the pre-stored travel information. . In Figure 3, a specific method by which the plastic surgery tourism recommendation device 150 generates plastic surgery recommendation information is explained in detail.

FIG. 3 shows a schematic diagram 300 of a process in which the plastic surgery tourism recommendation device 150 generates plastic surgery tourism information 313 in the plastic surgery tourism recommendation system 100 according to various embodiments of the present disclosure.

The plastic surgery tourism recommendation device 150 can collect plastic surgery tourism application information 301 for a plurality of users and classify it according to characteristics, and transmits pre-stored hospital information 307, travel information 311, and the hospital. By combining the received surgery estimates 321, plastic surgery tourism information 313 to be provided to the user can be generated.

Specifically, the plastic surgery tourism recommendation device 150 collects plastic surgery tourism application information 301. The plastic surgery tourism recommendation device 150 can create an advertising page for foreign tourists and collect plastic surgery tourism application information based on user input through the advertising page. The advertising page may point to a web page to promote plastic surgery tourism to foreigners. The language provided on the advertising page may be translated into the language of the country in which the page is displayed. A plurality of users can access the advertisement page through the user terminal 110 and input their own plastic surgery tourism application information into the advertisement page, and the plastic surgery tourism recommendation device 150 may collect the plastic surgery tourism application information 301 of the plurality of users. can be collected and stored.

Here, the plastic surgery tourism application information 301 indicates information that the user inputs to apply for plastic surgery tourism, and may include travel desired information related to desired tourism content and plastic surgery desired information related to plastic surgery content. According to an embodiment of the present disclosure, the plastic surgery tourism application information 301 includes the desired tour date, travel destination, travel expenses, travel style, desired plastic surgery treatment area, treatment method, user's gender, age, height, and weight. , previous plastic surgery history, region, and blood test results, electrocardiogram test results, urine test results, and chest x-ray test results.

The plastic surgery tourism recommendation device 150 uses the plastic surgery tourism application information 301 to generate group classification information 303. The plastic surgery tourism recommendation device 150 may classify a plurality of users into one of the tourism groups based on the plastic surgery tourism application information 301. That is, the plastic surgery tourism recommendation device 150 may classify the plastic surgery tourism application information 301 for a plurality of users according to tourism and plastic surgery characteristics, and classify users according to tourism groups. To this end, the plastic surgery tourism recommendation device 150 performs primary classification using the tourist dates and treatment areas that are most important in group classification, and provides information based on the user's travel and plastic surgery within the primary classified group. By performing secondary classification using the distances of feature vectors, multiple users can be classified according to tourist groups.

To this end, the plastic surgery tourism recommendation device 150 may extract users to be classified according to the tour date and treatment area according to the plastic surgery tourism application information 301. That is, the plastic surgery tourism recommendation device 150 primarily classifies users with the same tour date and treatment site in the plastic surgery tourism application information 301 so that users with the same treatment subject and scheduled tour date can be classified into the same group. Target users can be extracted. Thereafter, the cosmetic surgery recommendation device 150 extracts cosmetic feature vectors of users to be classified, and calculates the distance level by comparing the cosmetic feature vectors with reference vectors representing each of the preset tourism groups.

Plastic surgery feature vectors or reference vectors include gender, age, height, weight, number of previous surgeries, white and red blood cell levels, platelet levels, hepatitis levels, electrocardiogram levels, diabetes levels, chest disease, travel expenses, and travel style before plastic surgery as elements. A feature vector can be indicated. In the vector, the element values of age, height, weight, number of previous plastic surgery, white blood cell and red blood cell count, platelet count, liver lobe count, electrocardiogram value, diabetes level, and travel expenses can indicate direct element value, presence of chest disease, plastic surgery, etc. The element values of all travel styles can be quantified according to the conversion table. According to the conversion table, the status of chest disease can be determined as 1 if there is a chest disease, 0 if there is no chest disease, and regarding travel style before plastic surgery, 0 if you like rest-oriented travel, and 0 if you like active travel. In this case, it can be determined as 1.

The plastic surgery tourism recommendation device 150 calculates distance levels indicating the distance between plastic surgery feature vectors and preset reference vectors for each tourism group for each user subject to classification, and selects a reference vector with small distance levels to group the group. can be classified. Here, the distance level L can be determined based on <Equation 1>.

Referring to <Equation 1>, L is the distance level, N ₁ is the number of nominal elements of the shaped feature vector, N ₂ is the number of numeric elements of the shaped feature vector, and N _x is the number of the reference vector among the nominal elements. The number of elements with the same element value and the element value of the shaped feature vector, cf _i is the weight for the ith element of the numeric element, X _i is the element value of the ith element of the shaped feature vector, Y _i is the i of the reference vector The element value of the th element, and R _i may indicate the numerical range of the ith element of the forming feature vector. Here, the numerical range indicates an average numerical range for travel convenience or a normal numerical range for health status and can be set in advance for each element.

For example, the nominal elements of the plastic surgery feature vector are gender, chest disease, and travel style, and the numeric elements are age, height, weight, number of previous plastic surgeries, white blood cell and red blood cell counts, platelet count, hepatitis value, electrocardiogram value, Diabetes values and travel expenses. Referring to Equation 1, for nominal elements, the higher the ratio of elements with different element values, the higher the distance level increases, and for numeric elements, the greater the difference in element values, the higher the distance level. do. The plastic surgery tourism recommendation device 150 selects a reference vector with the smallest distance level from the specific plastic surgery feature vector of a specific user, classifies the specific user into a tourism group corresponding to the selected reference vector, and provides group classification information 303. can be created.

Afterwards, the plastic surgery tourism recommendation device 150 uses the group classification information 303 to generate surgery information 305 for each group. The plastic surgery tourism recommendation device 150 may generate surgery information for each group using user information for each group according to group classification. Here, the surgery information for each group may include plastic surgery tourism application information for each group, the number of users, and the user's nationality.

The plastic surgery tourism recommendation device 150 uses group-specific surgery information 305 and pre-stored hospital information 307 to generate hospital matching information 309 indicating the correspondence relationship between the group and the hospital. Here, the hospital information may include the capacity for each candidate hospital linked to the plastic surgery tourism recommendation service, surgery history by nationality, and surgery rating by nationality. The plastic surgery recommendation device 150 checks the tour dates and treatment areas of each group and extracts hospitals that can provide treatment on that date, the number of users in the extracted hospitals is included in the acceptable size, and the surgery history by nationality is critical. The hospital with the highest number of surgeries and the highest surgery rating by nationality can be determined as the matching hospital for the group. The plastic surgery tourism recommendation device 150 may request a surgical quotation for a group matched to each hospital based on hospital matching information and obtain a surgical quotation from the hospital.

The plastic surgery tourism recommendation device 150 generates plastic surgery tourism information 313 using the surgery quotation 321, hospital matching information 309, and travel information 311. The plastic surgery tourism recommendation device 150 checks the surgical hospital, possible surgery date, surgical cost, and medical staff for each group according to the surgical quotation 321 and hospital matching information 309, and provides a surgical quotation in the travel schedule. By adding it, cosmetic tourism information can be created. Here, the travel information 311 may include tourist attractions, restaurants, and traffic information linked to the plastic surgery tourism recommendation service, and the plastic surgery tourism recommendation device 150 extracts flights and transportation methods corresponding to the tourist schedule and surgery hospitals. You can combine nearby tourist attractions and restaurants and create a travel schedule. The plastic surgery tourism recommendation device 150 may generate plastic surgery tourism information 313 by adding a surgery quote to the travel schedule. Thereafter, the plastic surgery tourism recommendation device 150 may recommend plastic surgery tourism by providing plastic surgery tourism information 313 to a plurality of users.

Additionally, the plastic surgery tourism recommendation device 150 may provide customized plastic surgery advertisements taking into account the user's residential area. Since preferred beauty standards differ depending on the user's residential area, the plastic surgery tourism recommendation device 150 determines the plastic surgery trend according to the user's residential area and updates the advertisement page according to the plastic surgery trend, providing customized plastic surgery advertisements for each region. can be provided. Here, the residential area is a preset regional unit and can be changed depending on settings such as country, city, city, county, or district.

According to an embodiment of the present disclosure, the plastic surgery tourism recommendation device 150 extracts a user group residing in the same area from a plurality of users, and selects a first user group for plastic surgery images for each body part displayed on the advertisement page. You can obtain access history for each image and evaluation score for each image. That is, the plastic surgery tourism recommendation device 150 can calculate an evaluation score for each image for plastic surgery images for each body part according to the image viewing time or the number of image clicks. Thereafter, the plastic surgery tourism recommendation device 150 determines preferred images for each body part for the first user group in the order of the highest evaluation score for each image, and based on the plastic surgery history of the first user group, You can decide which cosmetic trend you prefer. That is, the plastic surgery tourism recommendation device 150 may determine that the plastic surgery is in accordance with the plastic surgery trend when multiple users have recently undergone the same plastic surgery in their existing plastic surgery history. Thereafter, the plastic surgery tourism recommendation device 150 may update the advertising page by creating an advertising page to promote preferred images and plastic surgery trends for each determined body part.

FIG. 4 illustrates a flowchart 400 of a method of operating the plastic surgery recommendation system 100 according to various embodiments of the present disclosure.

Referring to FIG. 4 , in step 401, the user terminal 110 transmits plastic surgery tourism application information to the plastic surgery tourism recommendation device 150. The user terminal 110 may input plastic surgery tourism application information 301 through an advertisement page displayed on the user terminal 110. The user terminal 110 may generate plastic surgery tourism application information 301 based on the user input and transmit the plastic surgery tourism application information 301 to the plastic surgery tourism recommendation device 150 .

In step 403, the plastic tourism recommendation device 150 classifies a plurality of users into one of the tourist groups. The plastic surgery tourism recommendation device 150 may classify users by extracting plastic surgery feature vectors from each user and comparing the plastic surgery feature vectors with reference vectors. Specifically, the cosmetic surgery recommendation device 150 may classify users based on <Equation 1>.

In step 405, the plastic surgery recommendation device 150 generates surgery information 305 for each group. After classifying users into groups, the cosmetic surgery recommendation device 150 may generate surgery information 305 for each group regarding cosmetic surgery application information, number of users, and nationality of users.

In step 407, the plastic surgery tourism recommendation device 150 generates hospital matching information 309 using group-specific surgery information 305 and hospital information 307. The cosmetic surgery recommendation device 150 can generate hospital matching information 309 that indicates the correspondence relationship between the tourist group and the hospital using each group's tour date, treatment area, number of users, and nationality-specific preferences. .

In step 409, the plastic surgery recommendation device 150 requests a surgical quotation from the hospital server 120. The plastic surgery tourism recommendation device 150 may request a surgery quote from the corresponding hospital in the tourism group by considering the hospital matching information 309.

In step 411, the hospital server 120 transmits the surgery estimate 321 to the plastic surgery tourism recommendation device 150. Upon request, the hospital's medical staff can check the surgery information for each group, calculate the surgery estimate, and transmit the surgery estimate 321 to the plastic surgery recommendation device 150.

In step 413, the plastic surgery tourism recommendation device 150 generates plastic surgery tourism information for each group. The plastic surgery tourism recommendation device 150 may combine the surgery quote 321, hospital matching information 309, and travel information 311 to generate plastic surgery tourism information 313 for the plastic surgery schedule.

In step 415, the cosmetic surgery recommendation device 150 transmits plastic surgery tourism information 313 to the user terminal 110. The plastic surgery tourism recommendation device 150 can recommend plastic surgery tourism information 313 for plastic surgery tourism quotations and guidance to the user, and the user can check the plastic surgery tourism information 313 and use the plastic surgery tourism service.

FIG. 5 illustrates a flowchart 500 of a method of operating the cosmetic surgery recommendation device 150 in the cosmetic surgery recommendation system 100 according to various embodiments of the present disclosure.

Referring to FIG. 5 , in step 501, the plastic surgery tourism recommendation device 150 collects plastic surgery tourism application information entered by a plurality of users through an advertisement page suggesting plastic surgery tourism. The plastic surgery tourism recommendation device 150 may recruit users who wish to use plastic surgery tourism services through an advertisement page. The user can provide plastic surgery tourism application information to the plastic surgery tourism recommendation device 150 through the advertisement page.

In step 503, the plastic surgery tourism recommendation device 150 classifies a plurality of users into one of the tourism groups based on the plastic surgery tourism application information. The plastic surgery tourism recommendation device 150 may classify users using plastic surgery feature vectors of a plurality of users.

According to an embodiment of the present disclosure, the plastic surgery tourism recommendation device 150 extracts users to be classified based on the tourism date and treatment area according to the plastic tourism application information, and includes reference vectors representing each of the tourism groups and The distance level between the cosmetic feature vectors of the users to be classified can be calculated, and a plurality of users can be classified based on the distance level.

According to an embodiment of the present disclosure, the distance level includes the number of nominal elements of the shaped feature vector, the number of numeric elements of the shaped feature vector, and the elements whose reference vector element values and the element values of the shaped feature vector are the same among the nominal elements. It may be determined based on the number of, the weight of the numeric element, the element value of the shaping feature vector, the element value of the reference vector, and the numerical range of the shaping feature vector.

In step 505, the plastic surgery recommendation device 150 generates surgery information for each group according to classification. The plastic surgery tourism recommendation device 150 may generate plastic surgery information corresponding to each plastic surgery group according to the classification result. According to an embodiment of the present disclosure, the surgery information for each group may further include the number of users for each group and the nationality of the users in addition to the plastic surgery tourism application information.

In step 507, the plastic surgery tourism recommendation device 150 generates hospital matching information indicating the correspondence relationship between the group and the hospital based on the surgery information and hospital information for each group. According to an embodiment of the present disclosure, the plastic surgery tourism recommendation device 150 may match groups and hospitals based on whether the number of users is within the acceptable size and preferences by nationality among candidate hospitals. Here, the hospital information may include the capacity for each candidate hospital, surgery history by nationality, and surgery rating by nationality.

In step 509, the plastic surgery tourism recommendation device 150 requests a surgical quotation from the hospital based on hospital matching information and obtains a surgical quotation from the hospital. The plastic surgery recommendation device 150 may request an estimate for plastic surgery from a matching hospital corresponding to the group. In response, the hospital may provide the requested surgery quotation to the plastic surgery tourism recommendation device 150.

In step 511, the plastic surgery tourism recommendation device 150 generates plastic surgery tourism information for each group using the surgery estimate, hospital matching information, and travel information. The plastic surgery tourism recommendation device 150 determines a surgery schedule by checking the surgery quote and hospital matching information, and creates plastic surgery tourism information by adding the surgery quote to the travel schedule according to the travel information.

In step 513, the plastic surgery tourism recommendation device 150 provides group-specific plastic surgery tourism information to a plurality of users. The plastic surgery tourism recommendation device can recommend plastic surgery tourism by providing plastic surgery tourism information to each group.

Additionally, the plastic surgery tourism recommendation device 150 can create a plastic surgery advertisement page customized for each region. According to an embodiment of the present disclosure, the plastic surgery tourism recommendation device 150 extracts a first user group residing in the same area from a plurality of users, and selects a first user group for plastic surgery images for each body part displayed on the advertisement page. An evaluation score for each image is calculated according to the access history for each image of the user group, a preferred image for each body part is determined according to the evaluation score for each image, and the first user group is preferred based on the plastic surgery history of the first user group. You can determine the plastic surgery trend and update the advertising page according to preferred images and plastic surgery trends for each body part.

Methods according to embodiments described in the claims or specification of the present disclosure may be implemented in the form of hardware, software, or a combination of hardware and software. The method according to the embodiment may be implemented in the form of program instructions that can be executed through various computer means and recorded on a computer-readable medium, and may be implemented as a computer program combined with hardware and stored in a computer-readable recording medium.

When implemented as software, a computer-readable storage medium that stores one or more programs (software modules) may be provided. One or more programs stored in a computer-readable storage medium are configured to be executable by one or more processors in an electronic device (configured for execution). One or more programs include instructions that cause the electronic device to execute methods according to embodiments described in the claims or specification of the present disclosure.

These programs (software modules, software) may include random access memory, non-volatile memory, including flash memory, read only memory (ROM), and electrically erasable programmable ROM. (electrically erasable programmable read only memory, EEPROM), magnetic disc storage device, compact disc-ROM (CD-ROM), digital versatile discs (DVDs), or other types of disk storage. It can be stored in an optical storage device or magnetic cassette. Alternatively, it may be stored in a memory consisting of a combination of some or all of these. Additionally, multiple configuration memories may be included.

In addition, the program may be distributed through a communication network such as the Internet, an intranet, a local area network (LAN), a wide area network (WAN), or a storage area network (SAN), or a combination thereof. It may be stored on an attachable storage device that is accessible. This storage device can be connected to a device performing an embodiment of the present disclosure through an external port. Additionally, a separate storage device on a communication network may be connected to the device performing an embodiment of the present disclosure.

In the specific embodiments of the present disclosure described above, elements included in the disclosure are expressed in singular or plural numbers depending on the specific embodiment presented. However, singular or plural expressions are selected to suit the presented situation for convenience of explanation, and the present disclosure is not limited to singular or plural components, and even components expressed in plural may be composed of singular or singular. Even expressed components may be composed of plural elements.

Meanwhile, in the detailed description of the present disclosure, specific embodiments have been described, but of course, various modifications are possible without departing from the scope of the present disclosure. Therefore, the scope of the present disclosure should not be limited to the described embodiments, but should be determined not only by the scope of the patent claims described later, but also by the scope of this patent claim and equivalents.

110 User terminal 120 Hospital server
130 external server 150 cosmetic tourism recommendation device
170 Network 210 Memory
220 Processor 230 Communication Department
240 input/output interface 250 display unit
301 Plastic Surgery Tourism Application Information 303 Group Classification Information
305 Surgery information by group 307 Hospital information
309 Hospital Matching Information 311 Travel Information
321 Surgery quote 313 Plastic surgery tourism information

Claims (5)

In the method of operating the cosmetic tourism recommendation device,
Collecting plastic surgery tourism application information entered by a plurality of users through an advertising page offering plastic surgery tourism;
Classifying the plurality of users into one of tour groups based on the plastic surgery application information;
Generating surgery information for each group according to the classification;
Based on the surgery information and hospital information for each group, generating hospital matching information indicating a correspondence relationship between the group and the hospital;
Requesting a surgical quotation from a hospital based on the hospital matching information and obtaining the surgical quotation from the hospital;
generating plastic surgery tourism information for each group using the surgery estimate, hospital matching information, and travel information; and
Comprising the step of providing plastic surgery tourism information for each group to the plurality of users,
The step of classifying the plurality of users into one of the tourist groups is:
Extracting users to be classified based on the tour date and treatment area according to the plastic surgery tourism application information;
calculating a distance level between reference vectors representing each of the tourist groups and shape feature vectors of the users to be classified; and
Classifying the plurality of users based on the distance level,
The nominal elements of the cosmetic feature vector include gender, presence of chest disease, and travel style,
The numeric elements of the plastic surgery feature vector include age, height, weight, number of previous plastic surgeries, white blood cell and red blood cell counts, platelet count, hepatitis count, electrocardiogram count, diabetes count, and travel expenses,
The distance level is determined based on a first distance level for the ratio of elements with different element values in the nominal element and a second distance level for the difference between element values in the numeric element,
The distance level increases as the first distance level increases and increases as the second distance level increases,
The first distance level is the difference between the number N ₁ of the nominal elements and the number _N Indicates the value divided by N ₁ ,
The second distance level is _the absolute _value of the difference between _the element value A method of indicating the sum of the N 2 distance value corresponding to the number N ₂ of the numeric element from the 1st distance value of the numeric element, with respect to the _i distance value dividing the numerical range of the th element.
delete delete In claim 1,
The surgery information for each group includes the number of users for each group, and the nationality of the user,
The hospital information includes the capacity for each candidate hospital, surgery history by nationality, and surgery rating by nationality,
The method of generating the hospital matching information includes matching a group and a hospital based on whether the number of users is included in the acceptable size and preferences by nationality among the candidate hospitals.
In claim 1,
extracting a first user group residing in the same area from among the plurality of users;
For plastic surgery images for each body part displayed on the advertisement page, calculating an evaluation score for each image according to the access history for each image of the first user group;
determining a preferred image for each body part according to the evaluation score for each image;
determining a plastic surgery trend preferred by the first user group based on the plastic surgery history of the first user group; and
The method further includes updating the advertisement page according to the preferred image for each body part and the plastic surgery trend.

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