KR102539614B1 - Method, apparatus and computer-readable recording medium for providing customized diagnostic information based on a user's medical-related question - Google Patents

Abstract

The present invention provides a method for providing customized diagnostic information based on a medical question of a user, including a computing device including one or more processors and one or more memories storing instructions executable by the processors, when a user account is logged in. , A process start step of starting an information provision process by accessing an integrated medical management server storing EHR (electronic health records) information and public medical information, which are information generated by treating a user's disease in a medical institution; a question analysis step of analyzing the received medical-related question through a pre-stored analysis algorithm when a medical-related question is received from the user account while being connected to the medical integrated management server; While the medical question is being analyzed, an account category corresponding to the user account is searched among a plurality of account categories pre-stored in the medical integrated management server, and EHR information about the user stored in the searched account category is retrieved. Retrieving information to confirm; and when the analysis of the medical-related question is completed by the question analysis step, based on the identified EHR information and public medical information, customized diagnosis information for the analyzed medical-related question is acquired and sent to the user account. It is characterized in that it includes; providing diagnostic information providing step. In addition to this, various embodiments understood through this document are possible.

Description

Method, apparatus and computer-readable recording medium for providing customized diagnostic information based on user's medical questions

The present invention relates to a method for providing customized diagnosis information based on a user's medical-related question, and more specifically, when a medical-related question is received from an authenticated user account, the type of question is determined by analyzing the received medical-related question. The present invention relates to a technology for providing customized diagnosis information according to the determined type to a user account based on electronic health records (EHR) information of a user stored in an integrated medical management server.

Industry related to proactive prevention and health care is emerging according to people's interest and demand for healthy life and rapidly increasing burden of medical expenses due to population aging and increase in chronic diseases. In particular, as the number of untact people increases due to the influence of the corona virus (covid-19), expectations for the smart healthcare industry towards digital non-face-to-face are gradually increasing. Accordingly, not only in the medical field but also in startups, various technologies related to health care are being developed in line with the paradigm shift from a treatment-oriented paradigm to a 4P (Preventive: Prevention, Predictive: Prediction, Personalized: Personalization, Participatory: Participation). are developing

As an example, Korean Patent Publication No. 10-2021-0066241 (Customized healthcare service providing method and management server used therein) includes activity information and physical condition information of a user obtained based on content use information provided to a wearable device Based on this, a technique of analyzing the user's health condition and providing customized sports coaching information for the user based on the analysis result is disclosed.

However, in the prior art described above, only a technology for providing customized sports coaching information to a user is disclosed only when the user engages in an activity based on content use information, and receives a medical-related question from a user account and collects EHR information of the user. When accessing the integrated medical management server that is being stored, the technology of acquiring customized diagnostic information corresponding to the type of medical-related question based on EHR information and providing it to the user account is not disclosed, so the need for a technology that can solve this problem this is emerging

Accordingly, the present invention, when receiving a medical-related question from an authenticated user account, accesses a medical integrated management server storing EHR information of a user account while analyzing the type of the received medical-related question through a pre-stored algorithm, Diagnostic information based on the user's health condition by acquiring customized diagnostic information corresponding to the type of analyzed medical question through EHR information, providing customized diagnostic information to user accounts, and providing various services related to customized diagnostic information. It is possible to secure high reliability, and its purpose is to provide users with a high level of convenience for health management.

In the method for providing customized diagnostic information based on a user's medical-related question, including a computing device including one or more processors and one or more memories storing instructions executable by the processors, according to an embodiment of the present invention, the user When the account is logged in, the process starts by accessing the integrated medical management server that stores EHR (electronic health records) information and public medical information, which are information generated by medical treatment of the user's disease at the medical institution, and starting the information provision process. ; a question analysis step of analyzing the received medical-related question through a pre-stored analysis algorithm when a medical-related question is received from the user account while being connected to the medical integrated management server; While the medical question is being analyzed, an account category corresponding to the user account is searched among a plurality of account categories pre-stored in the medical integrated management server, and EHR information about the user stored in the searched account category is retrieved. Retrieving information to confirm; and when the analysis of the medical-related question is completed by the question analysis step, based on the identified EHR information and public medical information, customized diagnosis information for the analyzed medical-related question is acquired and sent to the user account. It is characterized in that it includes; providing diagnostic information providing step.

The process starting step may include an authentication information receiving step of receiving biometric authentication information for the user account when the user account attempts to log in; When the reception of the biometric authentication information is completed, the authentication type of the received biometric authentication information is checked, and the received biometric authentication information is matched with the received biometric authentication information among a plurality of reference biometric information included in the authentication category corresponding to the confirmed authentication type. a reference biometric information search step of searching for reference biometric information; and a server access step of permitting log-in of the user account and accessing the integrated medical management server when the search for the reference biometric information matching the received biometric authentication information is completed, wherein the biometric authentication information includes: , fingerprint information, iris information, voice information, and facial information.

The question analysis step may include: starting an analysis process of analyzing the received medical-related question based on the pre-stored analysis algorithm when the medical-related question is received from the user account; and when the analysis process is started, the first type of question type is a question type about the information of a disease suffered by the user, and the second type is a question type about a medical product that relieves the disease the user suffers from. and a type determination step of determining whether the user is at least one of a third type, which is a question type for a treatment guide for a disease suffered by the user.

In the providing of the diagnosis information, when the customized diagnosis information is provided to the user account, medical institution advertisement information matched to the first type and the third type is matched to the second type based on pre-stored advertisement matching information. It is possible to request that at least one of the medical product advertisement information being displayed through the electronic device in which the user account is logged in.

The service providing step includes first location information, which is location information about the user account, from the user account while obtaining customized diagnostic information about the user account in the diagnostic information providing step. Location information receiving step of receiving the; When the acquisition of the customized diagnostic information for the user account is completed by performing the diagnostic information providing step, a medical supplies identification step of identifying medical supplies necessary for the user account based on the acquired customized diagnostic information; and when the confirmation of the medical supplies necessary for the user account is completed, at least one sales institution that sells the identified medical supplies is identified from the pre-stored sales institution table, and the location information for the identified at least one sales institution is Second location information is provided to the user account together with the customized diagnostic information, and based on the first location information, a point where the user account is located is identified, and at least one sale located within a specified range based on the point is identified. It is possible to include; a sales institution location providing step of providing second location information about the institution to the user account.

The providing of the location of the sales organization may include, when providing the second location information of the at least one sales organization to the user account, providing the second location information to the user account in at least one of a navigation format and a list format. To do so, an information conversion step of converting the second location information; and a visit reservation service providing step of providing the user account with a visit reservation service for the medical institution when the second location information is provided to the user account, if the at least one sales institution is a medical institution. possible.

In the step of providing the visit reservation service, the medical supplies necessary for the user account are checked in the medical supplies checking step, the identified medical supplies are health functional foods, and the sales agency selling the health functional foods is an Internet shopping mall. In this case, it is possible to provide the user account with a link capable of accessing the Internet shopping mall.

In the providing of the diagnostic information, when the customized diagnostic information is provided to the user account, based on the history data of other user accounts that have received customized diagnostic information for the same disease as the user's disease, the medical supplies to the user account. And it is preferable to recommend at least one of medical institutions.

An apparatus for providing customized diagnostic information based on a medical question of a user including a computing device including one or more processors and one or more memories storing instructions executable by the processors according to an embodiment of the present invention, wherein the user When an account is logged in, a process initiation unit that starts an information provision process by accessing an integrated medical management server storing EHR (electronic health records) information, which is diagnostic information generated by treating a user's disease in a medical institution; a question analyzer configured to analyze the received medical-related question through a pre-stored analysis algorithm when a medical-related question is received from the user account while connected to the medical integrated management server; While the analysis of the medical-related question is being performed, an account category corresponding to the user account is searched among a plurality of account categories pre-stored in the integrated medical management server, and information about the user of the user account stored in the searched account category is searched. Information retrieval unit for checking the EHR information; and when the analysis of the medical-related question is completed, based on the identified EHR information and pre-stored public medical information, obtaining customized diagnosis information for the user's disease corresponding to the analyzed medical-related question, and a diagnostic information providing unit providing the obtained customized diagnostic information to the user account.

A computer-readable recording medium according to an embodiment of the present invention, wherein the computer-readable recording medium stores instructions for causing a computing device to perform the following steps, the steps including; When a user account is logged in, a process initiation step of accessing an integrated medical management server storing EHR (electronic health records) information, which is diagnostic information generated by treating a user's disease at a medical institution, and starting an information provision process; a question analysis step of analyzing the received medical-related question through a pre-stored analysis algorithm when a medical-related question is received from the user account while being connected to the medical integrated management server; While the analysis of the medical-related question is being performed, an account category corresponding to the user account is searched among a plurality of account categories pre-stored in the integrated medical management server, and information about the user of the user account stored in the searched account category is searched. Information retrieval step of checking the EHR information; and when the analysis of the medical-related question is completed by the question-analyzing step, a customized diagnosis of the user's disease corresponding to the analyzed medical-related question based on the identified EHR information and pre-stored public medical information. and a diagnostic information providing step of obtaining information and providing the obtained customized diagnostic information to the user account.

When a medical question is received from a user account through the method of providing customized diagnosis information based on the medical question of the user according to the present invention, the user's EHR (electronic health records) information and public medical information stored in the integrated medical management server Based on this, customized diagnostic information corresponding to the received medical-related question may be acquired and provided to the user account, thereby providing medical knowledge suitable for the user's health condition.

In addition, when providing customized diagnostic information to a user account, if the provided customized diagnostic information is information about a medical institution that treats the user's disease, convenience can be provided to the user by providing a service to reserve a visit to the medical institution to the user account. can

In addition, when a medical-related question is received from a user account, the question type of the medical-related question is determined through a pre-stored analysis algorithm, and advertising content is provided according to the determined question type, thereby securing the manager's profit and Various information related to health may be provided to the account through advertisements.

In addition, when providing customized diagnosis information to a user account, if the customized diagnosis information includes information on medical institutions and medical supplies for alleviating or treating a user's disease, based on the history data of other user accounts, By recommending medical institutions and medical supplies, it is possible to provide options to the user.

1 is a flowchart illustrating a method of providing customized diagnosis information based on a medical question of a user according to an embodiment of the present invention.
2 is a flowchart illustrating a process starting step of a method of providing customized diagnosis information based on a user's medical-related question according to an embodiment of the present invention.
3 is a flowchart illustrating a question analysis step of a method of providing customized diagnosis information based on a user's medical-related question according to an embodiment of the present invention.
4 is a flowchart illustrating a service providing step of a method of providing customized diagnosis information based on a medical question of a user according to an embodiment of the present invention.
5 is a block diagram illustrating a sales agency location providing unit of a service providing apparatus of a method of providing customized diagnosis information based on a user's medical-related question according to an embodiment of the present invention.
6 is a diagram for explaining a diagnostic information providing step of a service providing method of a method of providing customized diagnostic information based on a medical question of a user according to an embodiment of the present invention.
7 is a diagram for explaining an example of an internal configuration of a computing device according to an embodiment of the present invention.

In the following, various embodiments and/or aspects are disclosed with reference now to the drawings. In the following description, for purposes of explanation, numerous specific details are set forth in order to facilitate a general understanding of one or more aspects. However, it will also be appreciated by those skilled in the art that such aspect(s) may be practiced without these specific details. The following description and accompanying drawings describe in detail certain illustrative aspects of one or more aspects. However, these aspects are exemplary and some of the various methods in principle of the various aspects may be used, and the described descriptions are intended to include all such aspects and their equivalents.

References to “embodiment,” “example,” “aspect,” “example,” etc., used in this specification should not be construed as indicating that any aspect or design described is preferable to or advantageous over other aspects or designs. .

Also, the terms "comprises" and/or "comprising" mean that the feature and/or element is present, but excludes the presence or addition of one or more other features, elements and/or groups thereof. It should be understood that it does not.

In addition, terms including ordinal numbers such as first and second may be used to describe various components, but the components are not limited by the terms. These terms are only used for the purpose of distinguishing one component from another. For example, a first element may be termed a second element, and similarly, a second element may be termed a first element, without departing from the scope of the present invention. The terms and/or include any combination of a plurality of related recited items or any of a plurality of related recited items.

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

1 is a flowchart illustrating a method of providing customized diagnosis information based on a medical question of a user according to an embodiment of the present invention.

Referring to FIG. 1 , a method for providing customized diagnostic information based on a medical question of a user implemented as a computing device including one or more processors and one or more memories storing instructions executable by the processors starts a process (S101). step), a question analysis step (step S103), an information import step (step S105), and a diagnostic information providing step (step S107).

In step S101, the one or more processors (hereinafter referred to as processors) store electronic health records (EHR) information and public medical information, which is information generated by treating a user's disease at a medical institution, when a user account is logged in By accessing the integrated medical management server, the process of providing information may be started. The EHR information is electronic health record information of a user that is systematically collected in digital form and stored electronically. Unlike Electronic Medical Records (EMR) information managed only by a server of a medical institution, the EHR information may be externally transmittable information. The integrated medical management server is a server that stores all EHR information previously created by the user from a medical institution, and may be a server managed separately in the present invention or a server managed by a national institution.

According to an embodiment, the EHR information includes information included in the EMR information (personal information of the user, medical history information, examination result information, treatment result information, operation record information, hospitalization and discharge record information, outpatient treatment information and health including at least one of checkup record information), as well as the user's vital signs information, the user's past medical history information, the user's disease diagnosis and progress information, medication information being taken, allergy information and vaccination dates as well as image reports Information may also be included.

According to an embodiment, the public medical information may be open and accessible to anyone, such as detailed information on diseases, medicines, treatment guides, and medical institutions.

According to an embodiment, the processor may perform the question analysis step (step S103) when an information providing process for providing customized diagnostic information to the user account starts.

In step S103, the processor may receive a medical related question from the user account in a state of being connected to the integrated medical management server. When receiving the medical-related question, the processor may analyze the received medical-related question through a pre-stored analysis algorithm. The medical questions are information created by a user account, and may include medical questions that users of the user account are interested in, questions about diseases they suffer from, questions related to medical supplies, etc., and customized diagnosis through the EHR information. It is not limited to this, as long as it is question information capable of obtaining information.

According to an embodiment, when receiving the medical-related question, the processor may determine the question type of the user account through a pre-stored analysis algorithm. The pre-stored analysis algorithm may include at least one of a knowledge base-based question answering (KBQA) algorithm and a natural language processing (NLP) algorithm.

For example, the KBQA algorithm may be an algorithm composed of subject-property-object (SPO)-based triples. Q&A based on the knowledge base is a technology to find an answer by converting a user's medical-related question into a query of the knowledge base, targeting structured knowledge. The knowledge base in the present invention may mean EHR information and public medical information. Each of the plurality of pieces of information included in the EHR information and each of the disease, drug, and treatment guides included in the public medical information may be in a state in which reference attribute information, which is reference information for finding an answer to a medical-related question, is matched. That is, since the knowledge base is the EHR information for the user of the user account, the present invention can provide customized diagnostic information customized to the user's health condition.

For the customized diagnosis information, medical questions received from the user account are analyzed through the pre-stored analysis algorithm, the processor determines the user's question intention, and provides an answer suitable for the determined question intention to public medical information and EHR. It may be a configuration provided based on information. Accordingly, the customized diagnosis information may include at least one of treatment guide information suitable for a user account, information about a disease, information about a medical product that relieves a disease, and information about a sales institution that sells medical products, Information included in the customized diagnosis information may be derived based on public medical information and user's EHR information.

According to one embodiment, the processor needs to recognize core subjects and properties in the medical-related questions to obtain customized diagnostic information as an object from EHR information and public medical data as a knowledge base. . For example, when the processor receives a medical question, "Which hospital treats headaches?", the processor uses the pre-stored analysis algorithm to determine a key entity (e.g., a key subject) in the medical question. A distinction can be made between "headache" and the property (e.g. property) "hospital". At this time, the processor is a hospital that treats headaches that the user account has previously received through the reference attribute information matched to each of the information included in the EHR information and the public data that matches the attribute of the medical question, and Information on hospitals treating headaches included in public medical information may be provided as customized diagnosis information (eg, correct answer (object)). Since the knowledge base-based KBQA algorithm is a known technology, the above description will be omitted.

According to an embodiment, the processor may determine the question type of the medical-related question when analyzing the received medical-related question through the pre-stored analysis algorithm. A detailed description of determining the type of the medical-related question will be described with reference to FIG. 3 .

According to another embodiment, when receiving the medical-related question from the user account, the processor may receive the medical-related question as data in the form of a checklist.

According to an embodiment, the processor may perform an information retrieval step (step S105) while the analysis of the medical-related question is being performed.

According to an embodiment, the processor may search for an account category corresponding to the user account from among a plurality of account categories pre-stored in the integrated medical management server while the analysis of the medical-related question is being performed. The processor may check the EHR information about the user being stored in the searched account category.

According to an embodiment, each of the plurality of pre-stored account categories may be a database that is matched for each user account and stored in the integrated medical management server. That is, each of the plurality of pre-stored account categories may be a database including EHR information of each user account. That is, the processor may search for an account category that matches the user account and check EHR information stored in the searched account category. Since the public medical information can be provided to anyone by accessing the integrated medical management server, it may not be stored in each of the plurality of account categories.

According to an embodiment, the processor may perform a diagnostic information providing step (step S107) when the confirmation of the EHR information is completed.

According to an embodiment, when the analysis of the medical-related question in step S103 is completed, the processor obtains customized diagnostic information for the analyzed medical-related question based on the identified EHR information and public medical information. Thus, it can be provided to the user account.

For example, when the processor receives a medical question, "What is the treatment guide for enteritis?" as the medical question, the processor provides food information and eating habit information for treating the enteritis based on the public medical information. It is possible to provide matched diagnostic information including.

According to an embodiment, when providing customized diagnostic information to the user account in step S107, the processor may check history data of other user accounts who have received customized diagnostic information for the same disease as the user's disease. there is. The processor may recommend at least one of a medical product, a medical institution, and a sales institution to the user account based on the identified history data of the other user account. For example, the processor checks the history data of other user accounts when providing customized information including information on medical supplies for rhinitis to the user account, so that other user accounts can treat or alleviate rhinitis. At least one of information on used medical supplies, information on medical institutions and sales institutions may be recommended to the user account.

According to another embodiment, the processor sells medical products corresponding to information on medical products used by other user accounts to treat or alleviate rhinitis, medical institutions corresponding to information about medical institutions, and sales institutions in the user account. For institutions, recommendation points can be awarded. The recommendation score is a total score given based on the number of times of use of medical supplies, product evaluation scores and product price scores, or the number of visits to medical institutions, medical professional scores, and institutional friendliness scores, and the processor is configured to use user accounts. It may be a configuration that is referred to when recommending medical supplies, medical institutions, or sales agencies to a person.

2 is a flowchart illustrating a process starting step of a method of providing customized diagnosis information based on a user's medical-related question according to an embodiment of the present invention.

Referring to FIG. 2 , a method for providing customized diagnostic information based on a medical question of a user implemented as a computing device including one or more processors and one or more memories storing instructions executable by the processors includes a process starting step (eg, : It may include the process start step (step S101) of FIG.

According to one embodiment, the process starting step performed by one or more processors (hereinafter referred to as processors) includes authentication information receiving step (S201 step), standard biometric information search step (S203 step) and server access step (S205 step). ) may be included.

According to an embodiment, the processor may perform the step of receiving the authentication information. In step S201, when the user account attempts to log in, the processor may receive biometric authentication information for the user account. The biometric authentication information may be information including at least one of user fingerprint information, user iris information, user voice information, and user face information.

According to an embodiment, the processor may perform the reference biometric information search step when receiving biometric authentication information from the user account.

In step S203, when receiving the biometric authentication information, the processor may check the authentication type of the received biometric authentication information. The authentication type may include at least one of a fingerprint authentication type, an iris authentication type, a voice authentication type, and a face authentication type.

According to an embodiment, when confirmation of the authentication type for the biometric authentication information is completed, the processor may search for an authentication category corresponding to the confirmed authentication type. The authentication category may be a database that is matched for each authentication type, and may be a database that stores standard biometric authentication information, which is standard information for verifying whether the biometric authentication information corresponds to each of a plurality of user accounts.

According to an embodiment, the processor may perform a server access step when completing the search for reference biometric information matching the received biometric authentication information.

In step S205, when the search for reference biometric information matching the received biometric authentication information is completed, the processor permits log-in of the user account and accesses the integrated medical management server. For a detailed description of the integrated medical management server, refer to FIG. 1 .

3 is a flowchart illustrating a question analysis step of a method of providing customized diagnosis information based on a user's medical-related question according to an embodiment of the present invention.

Referring to FIG. 3 , a method for providing customized diagnostic information based on a medical question of a user implemented as a computing device including one or more processors and one or more memories storing instructions executable by the processors includes a question analysis step (eg, : The question analysis step (step S103) of FIG. 1 may be included.

According to an embodiment, the question analysis step performed by one or more processors (hereinafter referred to as processors) may include an analysis process starting step (step S301) and a type determination step (step S303).

According to one embodiment, the processor may perform an analysis process initiation step. In step S301, when receiving a medical-related question from a user account, the processor may start an analysis process of analyzing the received medical-related question based on a pre-stored algorithm. Please refer to FIG. 1 for a detailed explanation related to the medical questions.

According to an embodiment, when receiving the medical-related question, the processor may determine the question type of the user account through a pre-stored analysis algorithm. The pre-stored analysis algorithm may be a knowledge base-based question answering (KBQA) algorithm. For a detailed description of the KBQA algorithm, refer to FIG. 1. When receiving a medical question from the user account, the processor may analyze the medical question based on the KBQA algorithm.

According to an embodiment, the processor may perform the type determination step when the analysis process starts.

In step S303, the processor determines that, when the analysis process is started, the type of medical-related question is a first type that is a question type for information on a disease suffered by a user, and a medical product for alleviating a disease suffered by a user. It is possible to determine whether the user is at least one type of a second type, which is a question type, and a third type, which is a question type, which is a question type, about a treatment guide for a disease suffered by the user.

According to an embodiment, in step S301, the processor may analyze the medical-related question through the pre-stored analysis algorithm to determine the type of the medical-related question. The question type of the medical question may be determined through a question classification technique of a knowledge base-based KBQA algorithm, which is a pre-stored algorithm.

According to another embodiment, the processor may determine the question type of the medical-related question based on a pre-stored analysis algorithm as well as whether the medical-related question includes a specified keyword. For example, when receiving a medical question, "What is the treatment guide for enteritis?", the processor determines the medical question as the third type, such as "treatment guide, treatment method, prevention method, prevention method", etc. It is checked whether a keyword including is present, and if the keyword exists, the corresponding medical question may be determined as a third type, which is a question type for a treatment guide for a disease. In another example, the processor includes "drugs, medicines, medical supplies", etc. for determining the medical question as the second type when receiving a medical question, "What drug relieves enteritis?" It is checked whether a keyword exists, and if the keyword exists, the corresponding medical-related question may be determined as the second type, which is a question type about a medical product that relieves a disease. That is, the processor may determine the question type of the medical question based on keywords matched for each question type of the medical question. A keyword for determining the question type of the medical question may be stored in advance and updated by an administrator.

4 is a flowchart illustrating a service providing step of a method of providing customized diagnosis information based on a medical question of a user according to an embodiment of the present invention.

Referring to FIG. 4 , a method for providing customized diagnostic information based on medical questions of a user implemented as a computing device including one or more processors and one or more memories storing instructions executable by the processors further includes a service providing step. can include

According to an embodiment, the service providing step performed by one or more processors (hereinafter referred to as processors) includes a location information receiving step (S401 step), a medical product confirmation step (S403 step) and a sales agency location providing step (S405 step). ) may be included.

In step S401, while obtaining customized diagnostic information for a user account in the diagnostic information providing step (eg, the diagnostic information providing step of FIG. 1 (step S107)), the processor obtains location information about the user account from the user account. 1 Location information can be received. The processor may receive, as first location information, GPS information of a location where an electronic device to which the user account is connected is located.

According to an embodiment, the processor may perform the step of checking the medical product when receiving the first location information.

In step S403, when the acquisition of the customized diagnostic information for the user account is completed by the diagnostic information providing step, the processor may identify medical supplies necessary for the user account based on the obtained customized diagnostic information.

According to an embodiment, the processor may check at least one of EHR information and public medical information in response to a medical question, such as, "What medical product can relieve enteritis?" The processor may check the EHR information, check the past disease history of the user of the user account, and confirm whether there is a history of enteritis. When it is confirmed that the history of enteritis exists, the processor may check information on medical supplies purchased or used by the user of the user account to alleviate the enteritis. In addition, the processor may check the public medical information to check information on a medical product that relieves enteritis.

According to one embodiment, the processor may perform step S405 when confirmation of medical supplies required by the user of the user account is completed.

In step S405, when the identification of the medical supplies required for the user account is completed in the medical supplies identification step, the processor may identify at least one sales institution that sells the identified medical supplies. The processor may identify at least one sales agency that sells the identified medical supplies based on a pre-stored sales agency table. The sales institution may include hospitals, pharmacies, and health functional food stores, but is not limited thereto as long as it is a facility that sells medical supplies. The pre-stored sales agency table may include information on the sales agency. The information on the sales organization may include location information of the sales organization, operating time information, and information on medical supplies on sale.

According to an embodiment, when the identification of the at least one sales organization is completed, the processor receives second location information, which is location information about the at least one sales agency, based on the pre-stored sales agency table. It can be provided to the user account. The second location information may be provided to a user account together with the customized diagnosis information. In this case, when providing the second location information to the user account, the processor may determine a point where the user account is located based on the obtained first location information. The processor may provide the user account with second location information about at least one sales organization located within a designated range based on the identified point. That is, the processor may provide the user account with location information about sales agencies located in the vicinity of the user account.

5 is a block diagram illustrating a sales agency location providing unit of a service providing apparatus of a method of providing customized diagnosis information based on a user's medical-related question according to an embodiment of the present invention.

Referring to FIG. 5 , an apparatus for providing customized diagnosis information based on a medical question of a user, implemented as a computing device including one or more processors and one or more memories storing instructions executable by the processors, is provided by a sales agency location providing unit. (500). The sales agency location providing unit may be a component that performs the same function as the function performed by the one or more processors in the sales agency location providing step mentioned in FIG. 4 .

According to an embodiment, the sales agency location providing unit 500 may include an information converting unit 501 and a visit reservation service providing unit 503 .

According to an embodiment, when the information conversion unit 501 provides the second location information on at least one sales organization to the user account, the second location information is provided to the user account in at least one of a navigation format and a list format. The second location information may be converted to provide in the form of. The at least one sales institution is configured to provide the user of the user account with information about a sales institution that sells the medical products when the medical-related question of the user account is the second type, which is a medical product-related question type. It may be a configuration obtained by performing the sales agency location providing step mentioned above.

According to an embodiment, the information conversion unit 501 may convert the second location information into navigation-type information and transmit the second location information to the user account. Accordingly, the user may be provided with map information 501a including the second location information through the display of the electronic device to which the user account is being accessed.

At this time, the map information 501a output through the display is second location information for at least one sales organization located within a designated range 501b based on a point corresponding to the location information 501c where the user is located. can provide. Accordingly, the map information 501a, which is converted into a navigation format by the information conversion unit 501 and provided to the user account, obtains the location of the user account in real time, based on the point at which the user account is located. Second location information about sales agencies within a designated range 501b may be provided.

According to an embodiment, the information conversion unit 501 may convert the second location information into list-type information and transmit the second location information to the user account. The information in the list form may be output through the display and provided to the user of the user account. The second location information output in the form of a list may be address information including at least one of a road name address, a land number address, and a zip code for each of the at least one sales organization.

According to an embodiment, when the visit reservation service provider 503 provides second location information about at least one sales organization to the user account, the at least one sales organization is a medical institution (eg, a hospital or a pharmacy). In case of , a visit reservation service for the medical institution may be provided to the user account.

According to an embodiment, when the visit reservation service providing unit 503 provides the visit reservation service to the user account, the personal information of the user registered in the user account and past medical history information of the user included in the EHR information. , Visit reservation document information may be generated based on at least one of diagnosis and progress information of the user's disease, medication information being taken, allergy information, and vaccination date. In addition, the visit reservation service provider 503 may request to select a visit reservation date and time before transmitting the visit reservation document information to at least one medical institution upon completion of generation of the visit reservation document information. In response to the request, the visit reservation service provider 503 may receive visit reservation date and time information from the user account, and reflect the visit reservation document information.

According to an embodiment, the visit reservation service provider 503 may transmit visit reservation document information reflecting the visit reservation date and time information to a medical institution selected by the user account.

According to an embodiment, the visit reservation service provider 503 checks the medical supplies necessary for the user account in the medical supplies confirmation step (step S403) mentioned in FIG. 4, and the identified medical supplies are health functional foods. can confirm that it is The visit reservation service provider 503, when the identified medical product is a health functional food, based on a pre-stored sales agency table (eg, a pre-stored sales agency table of FIG. 4 ), the identified health functional food It can be confirmed that the sales agency that sells is an Internet shopping mall. The visit reservation service providing unit 503 may provide the user account with a link enabling access to the internet shopping mall when a sales institution that sells the health functional food is an internet shopping mall. The link may be one of link information included in the pre-stored sales organization table.

6 is a diagram for explaining a diagnostic information providing step of a service providing method of a method of providing customized diagnostic information based on a medical question of a user according to an embodiment of the present invention.

Referring to FIG. 6 , a method for providing customized diagnostic information based on a user's medical-related question implemented as a computing device including one or more processors and one or more memories storing instructions executable by the processors includes providing diagnostic information ( Example: The diagnostic information providing step (step S107) of FIG. 1) may be included.

Referring to FIG. 6 , one or more processors (hereinafter, referred to as processors) may provide customized diagnostic information to a user account when performing the diagnostic information providing step. For a detailed description of the customized diagnostic information, refer to FIG. 1 . The customized diagnostic information provided to the user account may be output through the display 601 of the electronic device to which the user account is connected.

According to an embodiment, the user account may receive the customized diagnostic information and access an internet shopping mall 603 selling medical supplies based on the customized diagnostic information. The user account may purchase medical supplies through the Internet shopping mall 603 based on customized diagnosis information. At this time, an advertisement 605 based on the question type of the medical question of the user account as well as the Internet shopping mall 603 based on the customized diagnostic information may be displayed on one area of the display 601 of the user account. That is, the processor receives a medical question from the user account, and provides diagnostic information customized to the medical question (e.g., Internet shopping mall 603 selling medical products that alleviate the user's disease in FIG. 6) to the user. While providing to the account, an advertisement 605 corresponding to the question type of the medical-related question may be provided.

According to an embodiment, the processor may determine the question type of the medical question in order to provide an advertisement 605 corresponding to the question type of the medical question to the user account. Refer to FIG. 3 for a detailed description of determining the question type of the medical question.

According to an embodiment, when the question type of the medical question is determined, the processor may determine an advertisement 605 corresponding to the determined question type based on pre-stored matching advertisement information. The pre-stored advertisement matching information may be advertisement content information matched for each question type of a medical question. When the question types are the first type and the third type, information on medical institutions that treat diseases may be matched. Also, when the question type is the second type, information on medical supplies that alleviate diseases may be in a matched state.

That is, while providing customized diagnostic information to the user account, the processor may provide the user account with advertisement content matched according to the question type.

7 is a diagram for explaining an example of an internal configuration of a computing device according to an embodiment of the present invention.

7 illustrates an example of an internal configuration of a computing device according to an embodiment of the present invention, and in the following description, descriptions of unnecessary embodiments overlapping with those of FIGS. 1 to 6 will be omitted. do it with

As shown in FIG. 7, a computing device 10000 includes at least one processor 11100, a memory 11200, a peripheral interface 11300, an input/output subsystem ( It may include at least an I/O subsystem (11400), a power circuit (11500), and a communication circuit (11600). In this case, the computing device 10000 may correspond to a user terminal connected to the tactile interface device (A) or the aforementioned computing device (B).

The memory 11200 may include, for example, high-speed random access memory, magnetic disk, SRAM, DRAM, ROM, flash memory, or non-volatile memory. there is. The memory 11200 may include a software module, a command set, or other various data necessary for the operation of the computing device 10000.

In this case, access to the memory 11200 from other components, such as the processor 11100 or the peripheral device interface 11300, may be controlled by the processor 11100.

Peripheral interface 11300 may couple input and/or output peripherals of computing device 10000 to processor 11100 and memory 11200 . The processor 11100 may execute various functions for the computing device 10000 and process data by executing software modules or command sets stored in the memory 11200 .

Input/output subsystem 11400 can couple various input/output peripherals to peripheral interface 11300. For example, the input/output subsystem 11400 may include a controller for coupling a peripheral device such as a monitor, keyboard, mouse, printer, or touch screen or sensor to the peripheral interface 11300 as needed. According to another aspect, input/output peripherals may be coupled to the peripheral interface 11300 without going through the input/output subsystem 11400.

The power circuit 11500 may supply power to all or some of the terminal's components. For example, power circuit 11500 may include a power management system, one or more power sources such as a battery or alternating current (AC), a charging system, a power failure detection circuit, a power converter or inverter, a power status indicator or power It may contain any other components for creation, management and distribution.

The communication circuit 11600 may enable communication with another computing device using at least one external port.

Alternatively, as described above, the communication circuit 11600 may include an RF circuit and transmit/receive an RF signal, also known as an electromagnetic signal, to enable communication with another computing device.

The embodiment of FIG. 7 is just one example of the computing device 10000, and the computing device 11000 may omit some of the components shown in FIG. 7, further include additional components not shown in FIG. It may have a configuration or arrangement combining two or more components. For example, a computing device for a communication terminal in a mobile environment may further include a touch screen or a sensor in addition to the components shown in FIG. , Bluetooth, NFC, Zigbee, etc.) may include a circuit for RF communication. Components that may be included in the computing device 10000 may be implemented as hardware including one or more signal processing or application-specific integrated circuits, software, or a combination of both hardware and software.

Methods according to embodiments of the present invention may be implemented in the form of program instructions that can be executed through various computing devices and recorded in computer readable media. In particular, the program according to the present embodiment may be configured as a PC-based program or a mobile terminal-only application. An application to which the present invention is applied may be installed in a user terminal through a file provided by a file distribution system. For example, the file distribution system may include a file transmission unit (not shown) that transmits the file according to a request of a user terminal.

The device described above may be implemented as a hardware component, a software component, and/or a combination of hardware components and software components. For example, devices and components described in the embodiments may include, for example, a processor, a controller, an arithmetic logic unit (ALU), a digital signal processor, a microcomputer, a field programmable gate array (FPGA), It may be implemented using one or more general purpose or special purpose computers, such as a programmable logic unit (PLU), microprocessor, or any other device capable of executing and responding to instructions. A processing device may run an operating system (OS) and one or more software applications running on the operating system. A processing device may also access, store, manipulate, process, and generate data in response to execution of software. For convenience of understanding, there are cases in which one processing device is used, but those skilled in the art will understand that the processing device includes a plurality of processing elements and/or a plurality of types of processing elements. It can be seen that it can include. For example, a processing device may include a plurality of processors or a processor and a controller. Other processing configurations are also possible, such as parallel processors.

Software may include a computer program, code, instructions, or a combination of one or more of the foregoing, which configures a processing device to operate as desired or processes independently or collectively. You can command the device. Software and/or data may be any tangible machine, component, physical device, virtual equipment, computer storage medium or device, intended to be interpreted by or to provide instructions or data to a processing device. may be permanently or temporarily embodied in Software may be distributed on networked computing devices and stored or executed in a distributed manner. Software and data may be stored on one or more computer readable media.

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. The computer readable medium may include program instructions, data files, data structures, etc. alone or in combination. Program instructions recorded on the medium may be specially designed and configured for the embodiment, or may be known and usable to those skilled in computer software. Examples of computer-readable recording media include magnetic media such as hard disks, floppy disks and magnetic tapes, optical media such as CD-ROMs and DVDs, and magnetic media such as floptical disks. - includes hardware devices specially configured to store and execute program instructions, such as magneto-optical media, and ROM, RAM, flash memory, and the like. Examples of program instructions include high-level language codes that can be executed by a computer using an interpreter, as well as machine language codes such as those produced by a compiler. The hardware devices described above may be configured to operate as one or more software modules to perform the operations of the embodiments, and vice versa.

As described above, although the embodiments have been described with limited examples and drawings, those skilled in the art can make various modifications and variations from the above description. For example, the described techniques may be performed in an order different from the method described, and/or components of the described system, structure, device, circuit, etc. may be combined or combined in a different form than the method described, or other components may be used. Or even if it is replaced or substituted by equivalents, appropriate results can be achieved. Therefore, other implementations, other embodiments, and equivalents of the claims are within the scope of the following claims.

Claims (10)

A method for providing customized diagnostic information based on a medical question of a user comprising a computing device including one or more processors and one or more memories storing instructions executable by the processors, the method comprising:
When a user account is logged in, the process of starting the process of providing information by accessing the integrated medical management server that stores EHR (electronic health records) information and public medical information, which is information generated by medical treatment of a user's disease at a medical institution, starts step;
a question analysis step of analyzing the received medical-related question through a pre-stored analysis algorithm when a medical-related question is received from the user account while being connected to the medical integrated management server;
While the medical question is being analyzed, an account category corresponding to the user account is searched among a plurality of account categories pre-stored in the medical integrated management server, and EHR information about the user stored in the searched account category is retrieved. Retrieving information to confirm; and
When the analysis of the medical-related question is completed by the question analysis step, based on the identified EHR information and public medical information, customized diagnostic information for the analyzed medical-related question is obtained and provided to the user account. Including; providing diagnostic information;
At the beginning of the process,
an authentication information receiving step of receiving biometric authentication information for the user account when the user account attempts to log in;
When the reception of the biometric authentication information is completed, the authentication type of the received biometric authentication information is checked, and the received biometric authentication information is matched with the received biometric authentication information among a plurality of reference biometric information included in the authentication category corresponding to the confirmed authentication type. a reference biometric information search step of searching for reference biometric information; and
When the search for the reference biometric information matching the received biometric authentication information is completed, a server access step of permitting login of the user account and accessing the integrated medical management server;
The biometric authentication information,
Including at least one of fingerprint information, iris information, voice information, and face information,
The question analysis step is,
starting an analysis process of analyzing the received medical-related question based on the pre-stored analysis algorithm when the medical-related question is received from the user account; and
When the analysis process starts, the types of medical questions are: a first type that is a question type about information of a disease suffered by a user, a second type that is a question type about a medical product that relieves a disease that a user suffers from, and A type determination step of determining whether the user is at least one type of a third type, which is a question type for a treatment guide for a disease suffered by the user; including,
In the step of providing diagnostic information,
When the customized diagnosis information is provided to the user account, among medical institution advertisement information matched to the first type and third type and medical supply advertisement information matched to the second type based on pre-stored advertisement matching information Requesting at least one output through an electronic device in which the user account is logged in,
The method of providing customized diagnosis information based on the user's medical questions,
Further comprising a service providing step;
The service providing step,
a location information receiving step of receiving first location information, which is location information about the user account, from the user account while obtaining customized diagnostic information about the user account in the diagnostic information providing step;
When the acquisition of the customized diagnostic information for the user account is completed by performing the diagnostic information providing step, a medical supplies identification step of identifying medical supplies necessary for the user account based on the acquired customized diagnostic information; and
When the confirmation of the medical supplies necessary for the user account is completed, at least one sales institution that sells the identified medical supplies is identified from the pre-stored sales institution table, and location information of the at least one identified sales institution is first. 2 Provide location information together with the customized diagnosis information to the user account, identify a point where the user account is located based on the first location information, and select at least one sales agency located within a specified range based on the point. A sales agency location providing step of providing second location information for the user account to the user account; including,
The step of providing the sales agency location,
When providing the second location information about the at least one sales organization to the user account, to provide the second location information to the user account in at least one of a navigation format and a list format, the second location information Information conversion step of converting the; and
When the second location information is provided to the user account, if the at least one sales institution is a medical institution, a visit reservation service providing step of providing the user account with a visit reservation service for the medical institution; including,
The step of providing the visit reservation service,
In the medical supplies confirmation step, medical supplies necessary for the user account are identified, and if the identified medical supplies are health functional foods and the sales agency selling the health functional foods is an Internet shopping mall, the user account is informed of the Internet. Provide a link to access the shopping mall,
In the step of providing diagnostic information,
When providing customized diagnostic information to the user account, at least one of medical supplies and medical institutions is recommended to the user account based on the history data of other user accounts that have received customized diagnostic information for the same disease as the user's. However, by using the medical supplies corresponding to the information on the medical supplies used by the other user account, and the recommendation score given to the medical institution and sales institution corresponding to the information on the medical institution and sales institution, the user account can receive medical supplies and medical supplies. recommend at least one of the medical institutions;
The recommended score is
Customization based on the user's medical questions, characterized in that it is determined based on the number of times of use of the medical supplies, product evaluation scores and product price scores, and the number of visits to the medical institutions, medical professional scores, and institutional friendliness scores How to provide diagnostic information.
delete delete delete delete delete delete delete An apparatus for providing customized diagnostic information based on a medical question of a user comprising a computing device including one or more processors and one or more memories storing instructions executable by the processors,
When a user account is logged in, a process initiation unit that starts a process of providing information by accessing an integrated medical management server storing EHR (electronic health records) information, which is diagnostic information generated by treating a user's disease at a medical institution;
a question analyzer configured to analyze the received medical-related question through a pre-stored analysis algorithm when a medical-related question is received from the user account while connected to the medical integrated management server;
While the analysis of the medical-related question is being performed, an account category corresponding to the user account is searched among a plurality of account categories pre-stored in the integrated medical management server, and information about the user of the user account stored in the searched account category is searched. Information retrieval unit for checking the EHR information; and
When the analysis of the medical-related question is completed, based on the identified EHR information and pre-stored public medical information, customized diagnosis information on the user's disease corresponding to the analyzed medical-related question is acquired, and the obtained A diagnostic information providing unit providing customized diagnostic information to the user account;
At the beginning of the process,
an authentication information receiver configured to receive biometric authentication information for the user account when the user account attempts to log in;
When the reception of the biometric authentication information is completed, the authentication type of the received biometric authentication information is checked, and the received biometric authentication information is matched with the received biometric authentication information among a plurality of reference biometric information included in the authentication category corresponding to the confirmed authentication type. a reference biometric information search unit for searching for reference biometric information; and
When the search for the reference biometric information matching the received biometric authentication information is completed, a server connection unit permitting log-in of the user account and accessing the integrated medical management server;
The biometric authentication information,
Including at least one of fingerprint information, iris information, voice information, and face information,
The question analysis unit,
an analysis process starting unit that starts an analysis process of analyzing the received medical-related question based on the pre-stored analysis algorithm when the medical-related question is received from the user account; and
When the analysis process starts, the types of medical questions are: a first type that is a question type about information of a disease suffered by a user, a second type that is a question type about a medical product that relieves a disease that a user suffers from, and A type determination unit for determining whether the user is at least one of the third types, which is a question type for the treatment guide for a disease suffered by the user; including,
The diagnostic information providing unit,
When the customized diagnosis information is provided to the user account, among medical institution advertisement information matched to the first type and third type and medical supply advertisement information matched to the second type based on pre-stored advertisement matching information Requesting at least one output through an electronic device in which the user account is being logged in;
The apparatus for providing customized diagnosis information based on the user's medical questions,
A service provider; further comprising;
The service provider,
a location information receiving unit configured to receive first location information, which is location information on the user account, from the user account while obtaining customized diagnostic information on the user account by the diagnostic information providing unit;
When the acquisition of the customized diagnostic information for the user account is completed by performing the function of the diagnostic information providing unit, a medical supplies identification unit confirming medical supplies necessary for the user account based on the acquired customized diagnostic information; and
When the confirmation of the medical supplies necessary for the user account is completed, at least one sales institution that sells the identified medical supplies is identified from the pre-stored sales institution table, and location information of the at least one identified sales institution is first. 2 Provide location information together with the customized diagnosis information to the user account, identify a point where the user account is located based on the first location information, and select at least one sales agency located within a specified range based on the point. A sales agency location providing unit providing second location information for the user account to the user account;
The sales agency location providing unit,
When providing the second location information about the at least one sales organization to the user account, to provide the second location information to the user account in at least one of a navigation format and a list format, the second location information Information conversion unit for converting; and
When the second location information is provided to the user account, if the at least one sales institution is a medical institution, a visit reservation service provider configured to provide the user account with a visit reservation service for the medical institution;
The visit reservation service provider,
If the medical supplies necessary for the user account are checked by performing the function of the medical supplies confirmation unit, and the identified medical supplies are health functional foods, and the sales agency that sells the health functional foods is confirmed to be an Internet shopping mall, Provide the user account with a link accessible to the Internet shopping mall;
The diagnostic information providing unit,
When providing customized diagnostic information to the user account, at least one of medical supplies and medical institutions is recommended to the user account based on the history data of other user accounts that have received customized diagnostic information for the same disease as the user's. However, by using the medical supplies corresponding to the information on the medical supplies used by the other user account, and the recommendation score given to the medical institution and sales institution corresponding to the information on the medical institution and sales institution, the user account can receive medical supplies and medical supplies. recommend at least one of the medical institutions;
The recommended score is
Customization based on the user's medical questions, characterized in that it is determined based on the number of times of use of the medical supplies, product evaluation scores and product price scores, and the number of visits to the medical institutions, medical professional scores, and institutional friendliness scores A device that provides diagnostic information.
As a computer-readable recording medium,
The computer-readable recording medium stores instructions for causing a computing device to perform the following steps, which include;
When a user account is logged in, a process initiation step of accessing an integrated medical management server storing EHR (electronic health records) information, which is diagnostic information generated by treating a user's disease at a medical institution, and starting an information provision process;
a question analysis step of analyzing the received medical-related question through a pre-stored analysis algorithm when a medical-related question is received from the user account while being connected to the medical integrated management server;
While the analysis of the medical-related question is being performed, an account category corresponding to the user account is searched among a plurality of account categories pre-stored in the integrated medical management server, and information about the user of the user account stored in the searched account category is searched. Information retrieval step of checking the EHR information; and
When the analysis of the medical-related question is completed by the question analysis step, based on the identified EHR information and pre-stored public medical information, customized diagnosis information for the user's disease corresponding to the analyzed medical-related question A diagnostic information providing step of acquiring and providing the obtained customized diagnostic information to the user account; including,
At the beginning of the process,
an authentication information receiving step of receiving biometric authentication information for the user account when the user account attempts to log in;
When the reception of the biometric authentication information is completed, the authentication type of the received biometric authentication information is checked, and the received biometric authentication information is matched with the received biometric authentication information among a plurality of reference biometric information included in the authentication category corresponding to the confirmed authentication type. a reference biometric information search step of searching for reference biometric information; and
When the search for the reference biometric information matching the received biometric authentication information is completed, a server access step of permitting login of the user account and accessing the integrated medical management server;
The biometric authentication information,
Including at least one of fingerprint information, iris information, voice information, and face information,
The question analysis step is,
starting an analysis process of analyzing the received medical-related question based on the pre-stored analysis algorithm when the medical-related question is received from the user account; and
When the analysis process starts, the types of medical questions are: a first type that is a question type about information of a disease suffered by a user, a second type that is a question type about a medical product that relieves a disease that a user suffers from, and A type determination step of determining whether the user is at least one type of a third type, which is a question type for a treatment guide for a disease suffered by the user; including,
In the step of providing diagnostic information,
When the customized diagnosis information is provided to the user account, among medical institution advertisement information matched to the first type and third type and medical supply advertisement information matched to the second type based on pre-stored advertisement matching information Requesting at least one output through an electronic device in which the user account is logged in,
The method of providing customized diagnosis information based on the user's medical questions,
Further comprising a service providing step;
The service providing step,
a location information receiving step of receiving first location information, which is location information about the user account, from the user account while obtaining customized diagnostic information about the user account in the diagnostic information providing step;
When the acquisition of the customized diagnostic information for the user account is completed by performing the diagnostic information providing step, a medical supplies identification step of identifying medical supplies necessary for the user account based on the acquired customized diagnostic information; and
When the confirmation of the medical supplies necessary for the user account is completed, at least one sales institution that sells the identified medical supplies is identified from the pre-stored sales institution table, and location information of the at least one identified sales institution is first. 2 Provide location information together with the customized diagnosis information to the user account, identify a point where the user account is located based on the first location information, and select at least one sales agency located within a specified range based on the point. A sales agency location providing step of providing second location information for the user account to the user account; including,
The step of providing the sales agency location,
When providing the second location information about the at least one sales organization to the user account, to provide the second location information to the user account in at least one of a navigation format and a list format, the second location information Information conversion step of converting the; and
When the second location information is provided to the user account, if the at least one sales institution is a medical institution, a visit reservation service providing step of providing the user account with a visit reservation service for the medical institution; including,
The step of providing the visit reservation service,
In the medical supplies confirmation step, medical supplies necessary for the user account are identified, and if the identified medical supplies are health functional foods and the sales agency selling the health functional foods is an Internet shopping mall, the user account is informed of the Internet. Provide a link to access the shopping mall,
In the step of providing diagnostic information,
When providing customized diagnostic information to the user account, at least one of medical supplies and medical institutions is recommended to the user account based on the history data of other user accounts that have received customized diagnostic information for the same disease as the user's. However, by using the medical supplies corresponding to the information on the medical supplies used by the other user account, and the recommendation score given to the medical institution and sales institution corresponding to the information on the medical institution and sales institution, the user account can receive medical supplies and medical supplies. recommend at least one of the medical institutions;
The recommended score is
Computer-readable recording medium, characterized in that determined based on the number of times of use of the medical product, product evaluation score and product price score, number of visits to the medical institution, medical professional score and institutional friendliness score.

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