KR20220052417A - Bidirectional personalized health care solution platform using artificial intelligence and expert curation and bidirectional health care solution providing method thereof - Google Patents

Abstract

According to an embodiment of the present invention, a bidirectional personalized health care solution platform and a bidirectional health care solution providing method using artificial intelligence and expert curation can provide reliable customized health provide management solution information by determining the reliability of online health information using an AI learning module, can recommend and match experts and users while providing a user with expert curation information through expert re-curation using an AI curation module, and can provide customized advertisements to experts and users.

Description

An interactive personalized health management solution platform using artificial intelligence and expert curation and a method to provide an interactive health management solution

The present invention relates to a health management solution platform and a method for providing a two-way personalized health management solution, and to a health management solution platform and method for providing a customized health management solution by utilizing online health information and user's health information.

With the recent development of the Internet, it is becoming difficult for individuals to determine which information is true and which is false due to the indiscriminate issuance of health information online through media such as blogs, YouTube, and media articles.

Korea Patent Registration No. 10-1815455 describes the creation and customization of personal health information-based health content that can be published and shared in the form of a magazine that can be easily used by collecting and classifying health information needed on the web for various health information, editing it for each individual, and sharing it. Disclosed is an information providing system.

However, this prior art discloses a configuration for collecting and classifying information on the web and providing it as systematic information, but does not disclose a configuration for discriminating and providing information with high reliability.

In addition, the prior art does not disclose a configuration for providing reliable health information through expert verification only to generate and provide health content based on only health information on the web.

Korean Patent Registration No. 10-1815455 (2018.01.05)

The present invention is intended to solve the above problems, and in detail, interactive personalized health management using artificial intelligence and expert curation that can provide reliable health management solution information to individual users by determining the reliability of online health information It aims to provide a solution platform and a method for providing interactive health care solutions.

In addition, the present invention provides a reliable health management solution information through expert re-curation, and provides an interactive personalized health management solution platform and interactive health management solution providing method using artificial intelligence and expert curation that can match experts and users. intended to provide

The problems of the present invention are not limited to the problems mentioned above, and other problems not mentioned will be clearly understood by those skilled in the art from the following description.

An interactive, personalized health management solution platform using artificial intelligence and expert curation according to an embodiment of the present invention for solving the above problems collects online health information and health information from wearable devices and medical devices of each individual user. A health information collection module, the health information storage module for storing the online health information collected by the health information collection unit, the health information of each individual user, and standard health information provided by experts or specialized institutions, and artificial intelligence an AI learning module that determines the reliability of the collected online health information, and processes so that only online health information having a reliability higher than a preset standard according to the determined reliability is stored in the health information storage unit; It includes an AI curation module that generates information about each individual user's customized health management solution based on the stored data and provides it to each individual user, wherein the AI curation module is stored in the health information storage unit when a preset condition is satisfied. The stored health information of the individual user and the customized health management solution information of the individual user generated by the AI curation module are transmitted to an expert terminal, and expert curation information is received from the expert terminal, and the received expert curation Information may be provided to each individual user.

In addition, the AI curation module of the interactive personalized health management solution platform using artificial intelligence and expert curation according to an embodiment of the present invention is based on each individual user's feedback information for the expert curation information. When an expert is recommended to a user and acceptance information of the individual user is received, the recommended expert and the individual user can be matched.

In addition, the AI curation module of the interactive personalized healthcare solution platform using artificial intelligence and expert curation according to an embodiment of the present invention may provide a reward to the matched expert.

In addition, the interactive personalized health management solution platform using artificial intelligence and expert curation according to an embodiment of the present invention further includes an advertisement module that provides customized advertisement information to the terminal of the individual user and the expert terminal, The advertisement module may generate the customized advertisement information based on at least one of the individual user's health information, the customized health management solution information, and the expert curation information.

In addition, the advertisement module of the interactive personalized health management solution platform using artificial intelligence and expert curation according to an embodiment of the present invention is based on the response information to the advertisement information provided to the terminal of the individual user and the expert terminal. A reward may be provided to an individual user or said expert.

In addition, the health information collection module of the interactive personal customized health management solution platform using artificial intelligence and expert curation according to an embodiment of the present invention converts the individual user's health information into a block chain and stores it in the health information storage module, The AI curation module may provide the individual user's health information stored in the block chain to the expert terminal when there is an approval of the individual user.

According to an embodiment of the present invention, there is provided a method for providing a two-way personalized health management solution using artificial intelligence and expert curation, comprising the steps of: collecting online health information and health information from wearable devices and medical devices of each individual user; determining the reliability of the collected online health information using The steps of providing to individual users, transmitting the individual user's health information and the customized health management solution information to an expert terminal when a preset condition is satisfied; receiving expert curation information from the expert terminal and receiving each individual user It may include the step of providing it to the user.

In addition, the method for providing an interactive health management solution using artificial intelligence and expert curation according to an embodiment of the present invention includes the steps of recommending an expert to the individual user based on each individual user's feedback information on the expert curation information And, when there is acceptance of the individual user, the method may further include matching the recommended expert with the individual user.

In addition, the method for providing an interactive health management solution using artificial intelligence and expert curation according to an embodiment of the present invention includes at least one of the individual user's health information, the customized health management solution information, and the expert curation information. The method may further include generating customized advertisement information based on the customized advertisement information and providing the customized advertisement information to the terminal of the individual user or the expert terminal.

In addition, the method for providing an interactive health management solution using artificial intelligence and expert curation according to an embodiment of the present invention comprises the steps of: receiving reaction information to the customized advertisement information from the terminal of the individual user or the expert terminal; The method may further include providing a reward to the individual user or the expert based on the reaction information.

The interactive personalized health management solution platform and interactive health management solution providing method using artificial intelligence and expert curation according to an embodiment of the present invention determine the reliability of online health information and provide reliable health management solution information to individual users. can provide

In addition, the interactive personalized health management solution platform and interactive health management solution providing method using artificial intelligence and expert curation according to an embodiment of the present invention provides reliable health management solution information through expert recursion, and provides expert and user can be matched.

The effect according to the present invention is not limited by the contents exemplified above, and more various effects are included in the present specification.

1 is a diagram illustrating a network to which an interactive personalized health management solution platform using artificial intelligence and expert curation is applied according to an embodiment of the present invention.
2 is a schematic configuration diagram of an interactive personalized health management solution platform using artificial intelligence and expert curation according to an embodiment of the present invention.
3 is a schematic flowchart of a method for providing an interactive health care solution using artificial intelligence and expert curation according to an embodiment of the present invention.
4 is a flowchart illustrating a method for expert matching and reward provision of a method for providing an interactive health management solution using artificial intelligence and expert curation according to an embodiment of the present invention.
5 is a flowchart illustrating a method for providing customized advertisement information and a reward in a method for providing an interactive health management solution using artificial intelligence and expert curation according to an embodiment of the present invention.

Advantages and features of the present invention and methods of achieving them will become apparent with reference to the embodiments described below in detail in conjunction with the accompanying drawings. However, the present invention is not limited to the embodiments disclosed below, but may be implemented in various different forms, and only these embodiments allow the disclosure of the present invention to be complete, and common knowledge in the art to which the present invention pertains It is provided to fully inform those who have the scope of the invention, and the present invention is only defined by the scope of the claims. Like reference numerals refer to like elements throughout.

Hereinafter, an interactive personalized health management solution platform and a method for providing an interactive health management solution using artificial intelligence and expert curation according to embodiments of the present invention will be described with reference to the drawings.

1 is a diagram illustrating a network to which an interactive personalized health management solution platform using artificial intelligence and expert curation is applied according to an embodiment of the present invention.

Referring to FIG. 1 , a health management solution providing server 100 for implementing an interactive health management solution platform according to the present invention is shown. For convenience, hereinafter, the health management solution providing server 100 is abbreviated as 'server 100'.

The server 100 may be connected to the expert terminal 200 , the user terminal 300 , the medical institution server 400 , the public institution server 500 , and the advertiser server 600 through a wired or wireless network.

The expert terminal 200 may be composed of a plurality of expert terminals 210 , 220 , 230 , and may be a device such as a smartphone, a notebook computer, or a PC. Specialists refer to medical professionals such as doctors, pharmacists, nurses, nutritionists, and physical therapists.

The user terminal 300 may also be composed of a plurality of user terminals 310 , 320 , and 330 , and may be devices such as a smartphone, a notebook computer, and a PC. The user may be a patient who is provided with health management-related information.

The medical institution server 400 refers to a server provided by a specialized institution such as a hospital or a medical research institute. The medical institution server 400 may store and provide health-related information, medical record information, and specialized medical-related information of individual patients using the medical institution.

The public institution server 500 refers to a server of a medical-related institution operated by the government or a local government. For example, the public institution server 500 may be a server operated by an institution such as the Ministry of Food and Drug Safety under the Ministry of Health and Welfare. The public institution server 500 may store and provide health-related information including a health management solution for each disease.

The advertiser server 600 refers to a server operated by an advertiser requesting an advertisement.

The server 100 is connected to the expert terminal 200 , the user terminal 300 , the medical institution server 400 , the public institution server 500 and the advertiser server 600 through a network to transmit and receive data.

2 is a schematic configuration diagram of an interactive personalized health management solution platform using artificial intelligence and expert curation according to an embodiment of the present invention.

Referring to FIG. 2 , the server 100 according to an embodiment of the present invention includes a health information collection module 110 , a health information storage module 120 , an AI curation module 130 , an AI learning module 140 , and advertisements. It may be configured to include a module 150 .

The health information collection module 110 serves to collect online health information and health information from wearable devices and medical devices of each individual user.

In this case, 'online health information' refers to public health-related information that can be collected through the Internet. Online health information may be collected from blogs, YouTube, media articles, etc. on the Internet.

The method of collecting online health information may be performed through a well-known method of crawling from information on the Internet based on a keyword that is previously built or updated. The collected information may be sorted and organized by pre-separated categories, such as each disease, symptom, and age.

The health information of an individual user means health information including basic body information, health history information, medical record information, and the like of each individual user. The user's health information may be information input by the user through the user terminal 300 , information received from the IoT sensor of the user terminal 300 , medical record information provided from the medical institution server 400 , and the like.

The health information storage module 120 serves to store the online health information collected in the health information collection module 110 , health information of individual users, and standard health information provided by experts or specialized institutions.

That is, the health information storage module 120 basically stores the information collected by the health information collection module 110 , but may additionally store health information received from the medical institution server 400 and the public institution server 500 .

Of course, the health information collection module 110 collects the information provided from the medical institution server 400 and the public institution server 500 and transmits it to the health information storage module 120 for storage.

The AI learning module 140 determines the reliability of the collected online health information by using artificial intelligence, and according to the determined reliability, only information having a reliability higher than a preset standard can be stored in the health information storage module 120 . plays a role in processing.

The method for the AI learning module 140 to determine the reliability of online health information may be performed through a method such as measuring similarity with a pre-built database and an additionally updated database.

For example, if the blog contains information on how to interpret and cure symptoms of a specific disease, the information is matched to standard information collected from the medical institution server 400 and the public institution server 500 for each category, and then the degree of similarity can be measured to determine whether the information is correct or incorrect.

The AI learning module 140 may determine the reliability of the corresponding information according to a ratio that includes incorrect information, and may store only information having a reliability greater than or equal to a preset standard in the health information storage module 120 .

In addition, as another method, the AI learning module 140 may selectively store only correct information except for incorrect information in the health information storage module 120 , and additional information to the information stored in the health information storage module 120 . If there is, you can update the information by adding it.

In addition, the AI learning module 140 may update the algorithm for determining the reliability of online health information while continuously updating the learning engine during this update process.

However, the operation of the AI learning module 140 described above is only an example, and various known techniques such as updating data using artificial intelligence and updating an algorithm of a learning engine according to the updated data may be used.

The AI curation module 130 serves to generate and provide information about an individual user's customized health management solution based on the data stored in the health information storage module 120 to individual users.

In addition, when the AI curation module 130 satisfies a preset condition, the individual user's health information stored in the health information storage module 120 and the individual user's customized health management solution information generated by the AI curation module 130 may be transmitted to the expert terminal 200 , the expert curation information may be received from the expert terminal 200 , and the received expert curation information may be provided to the user terminal 300 .

In this case, 'customized health management solution information' basically means, but is not limited to, health management solution information suitable for each individual user's current health condition, and is a comprehensive concept that includes all health management information that may be helpful to individual users. am.

For example, the AI curation module 130 provides the user terminal 300 with or without a request for health management solution information, depending on the user terminal 300 according to a preset criterion, according to the current health condition or disease. Corresponding health management solution information can be provided.

Basically, the health management solution information can be calculated by comparing the individual user's body information, current health status information, medical record information, etc. with online health information stored in the health information storage module 120 and standard information of specialized institutions. .

For example, information such as the user's current blood pressure status, drinking status, body temperature, cough symptoms, and sputum symptoms is compared with online health information and standard medical information, which includes information about what to eat and whether to go to the hospital right away. We can provide solution information.

However, although the information provided by the medical institution server 400 and the public institution server 500 is highly reliable, there is a limitation in that it cannot provide detailed solution information for each detailed symptom.

In addition, online health information is more flexible than that provided by the medical institution server 400 and the public institution server 500 and has the advantage of including solution information for each detailed symptom, but information provided by non-specialists other than medical experts is also available. There is a problem that reliability is lowered because it is included.

Therefore, there is a limit to the AI curation module 130 providing health information solution information to users by curating based only on online health information and standard medical information.

In order to overcome this limitation, the present invention compares online health information with standard medical information or determines the reliability of online health information based on data learned through a learning algorithm, and includes only information with reliability above a certain level. Some of these limitations have been overcome in that it is provided to the user terminal 300 .

However, the curation information using the AI curation module 130 may also have limitations because it is based on a learning algorithm using artificial intelligence. Therefore, the present invention introduces a method of providing more reliable health care solution information to the user by introducing the expert's recuration technique.

The AI curation module 130 may provide health information of individual users and customized health management solution information provided to the user to the expert terminal 200 when a preset condition is satisfied, such as with the user's consent.

The expert may check the information received by the expert terminal 200 and reply to the server 100 including feedback on whether the corresponding customized health care solution information is properly provided.

In this case, the expert's feedback may be made in a method of checking whether the corresponding customized health care solution information is correct or incorrect, a method of presenting the solution information newly, a method of modifying the existing solution information, and the like.

The AI curation module 130 recurs information on customized health care solutions that have been previously provided to users when feedback information from experts is received. In other words, if there is an error in the previously provided customized health care solution information, it is recursed by correcting it.

The AI curation module 130 provides the expert curation information re-curated to the user terminal 300 . In this case, when there is feedback from the plurality of expert terminals 200 , the expert curation information received from each of the plurality of expert terminals 200 may be divided and provided to the user terminal 300 .

In this case, the expert curation information may include information on the expert's comment and the part modified according to the expert curation in the previously provided customized health management solution information.

The user may review expert curation information received from a plurality of experts provided to the user terminal 300 and evaluate satisfaction with each curation information. For example, the user may give a score between 1 and 10 points for each expert curation information.

The AI curation module 130 may provide a reward to each expert based on feedback information such as a satisfaction score received from the user terminal 300 . The reward may be points having the same value as cash.

The AI curation module 130 may update the data stored in the health information storage module 120 by reflecting the expert curation information and update the algorithm of the learning engine.

In this case, the information update may reflect reward information for the expert. For example, the information may be updated based only on the curation information of the expert who gave the user the highest reward. However, this is only an example, and various methods may be used, such as updating information by assigning weights according to scores, or updating information based on information of an expert having the highest average score received from a plurality of users.

The AI curation module 130 recommends an expert to an individual user based on each individual user's feedback information on the expert curation information, and when receiving the individual user's acceptance information, the recommended expert and the individual user can be matched. .

For example, the user may adopt one of the curation information received from the plurality of expert terminals 200 , and if selected, the AI curation module 130 recommends an expert who has written the expert curation information adopted by the user and matching can be performed if the user accepts it.

Through matching, the user can proceed with expert services such as remote treatment and remote consultation with the corresponding expert.

The AI curation module 130 may provide a reward to the matched expert.

The advertisement module 150 generates customized advertisement information based on at least one of an individual user's health information, customized health management solution information, and expert curation information, and provides it to the expert terminal 200 and the user terminal 300 . can

The advertisement module 150 may receive and store a plurality of advertisement information from the advertiser server 600 . The advertisement may include advertisements for hospitals or pharmacies, advertisements for health examination institutions, advertisements for drugs or health functional foods, and the like.

The advertisement module 150 receives data from the health information collection module 110 , the health information storage module 120 , and the AI curation module 130 , and is customized to the expert terminal 200 and the user terminal 300 based on this. Advertising information may be provided.

For example, when expert curation information is provided to the user terminal 300 , an advertisement for a drug or health functional food included in or related to the expert curation information may be provided to the user terminal 300 .

In addition, advertisements for hospitals, pharmacies, medicines, health functional foods, etc. may be provided to the expert terminal 200 based on the expert's field of expertise, location information, prescription contents, and the like.

If the user or expert clicks on the provided advertisement or clicks on the advertisement to purchase the product or service of the advertisement, a reward such as points may be provided to the user or expert. In this case, the reward may be executed as a part of the advertising cost received from the advertiser.

In addition, the health information collection module 100 can block-chain the health information of individual users and store them in the health information storage module 120, and the AI curation module 130 creates a blockchain when there is an individual user's approval. The stored health information of individual users may be provided to the expert terminal 200 .

The reason for storing such a block chain is that it is very important to prevent hacking because personal medical information such as personal medical record information is very sensitive personal information.

3 is a schematic flowchart of a method for providing an interactive personalized health care solution using artificial intelligence and expert curation according to an embodiment of the present invention.

Referring to FIG. 3 , first, online health information and health information are collected from wearable devices and medical devices of individual users ( S710 ). Next, the reliability of the online health information is determined (S720), and the customized health center generates solution information based on the reliable information and provides it to the user (S730).

Upon a user's request or according to a preset algorithm, the individual user's health information and customized health information solution information are transmitted to the expert terminal 200 (S740). The AI curation module 130 receives expert curation information from the expert terminal 200 (S750), and provides the received expert curation information to the user terminal 300 (S760).

As described above, the present invention primarily determines the reliability of online health information and provides health management solution information to the user using online health information having a reliability level above a certain level, and secondarily, if necessary, an expert through expert re-curating By providing curation information, reliable curation information can be provided to the user.

4 is a flowchart illustrating a method for expert matching and reward provision of a method for providing an interactive health management solution using artificial intelligence and expert curation according to an embodiment of the present invention.

When expert curation information is provided to the user terminal 300, the user's feedback information is received from the user terminal 300 (S810). In this case, the feedback information may include score information for the user's expert curation information, answer adoption information, and the like.

The AI curation module 130 may recommend an expert with the highest score or an answer for which the answer is adopted to the user terminal 300 for matching (S820).

The AI curation module 130 may match the expert with the user when there is a user's consent (S830), and may provide a reward to the matched expert (S840).

The present invention makes it possible to match the user and the expert in a more reliable state by recommending and matching the expert according to the user's satisfaction with the expert curation information as described above.

5 is a flowchart illustrating a method for providing customized advertisement information and a reward in a method for providing an interactive health management solution using artificial intelligence and expert curation according to an embodiment of the present invention.

The advertisement module 150 receives advertisement information from the advertiser server 600 (S910), and generates customized advertisement information suitable for a user or an expert (S920).

The advertisement module 150 provides the generated customized advertisement information to the user terminal and the expert terminal (S930), and receives response information to the advertisement information (S940).

The advertisement module 150 provides a reward to the user or the expert according to the user's or expert's response to the advertisement information (S950). As described above, the reward may be provided in a way that a portion of the cost received from the advertiser is paid as points.

The present invention can provide customized advertisement information based on various information of users or experts as described above, and in particular, provides customized advertisements to users and experts based on expert curation information so that advertisements can be efficiently executed.

Those of ordinary skill in the art to which the present invention pertains will understand that the present invention may be embodied in other specific forms without changing the technical spirit or essential features thereof. Therefore, it should be understood that the embodiments described above are illustrative in all respects and not restrictive. The scope of the present invention is indicated by the following claims rather than the above detailed description, and all changes or modifications derived from the meaning and scope of the claims and their equivalents should be interpreted as being included in the scope of the present invention. do.

100: health management solution providing server 110: health information collection module
120: health information storage module 130: AI curation module
140: AI learning module 150: advertising module
200: expert terminal 300: user terminal
400: medical institution server 500: public institution server
600: advertiser server

Claims (10)

a health information collection module that collects online health information and health information from wearable devices and medical devices of each individual user;
a health information storage module for storing the online health information collected by the health information collection unit, the health information of each individual user, and standard health information provided by experts or specialized institutions;
an AI learning module that determines the reliability of the collected online health information by using artificial intelligence, and processes so that only online health information having a reliability higher than or equal to a preset standard according to the determined reliability is stored in the health information storage unit; and
and an AI curation module that generates information about each individual user's customized health management solution based on the data stored in the health information storage unit and provides it to each individual user,
When the AI curation module satisfies a preset condition, the individual user's health information stored in the health information storage unit and the individual user's customized health management solution information generated by the AI curation module are transmitted to the expert terminal, , An interactive personalized health management solution platform using artificial intelligence and expert curation that receives expert curation information from the expert terminal and provides the received expert curation information to each individual user. According to claim 1,
The AI curation module recommends an expert to the individual user based on each individual user's feedback information on the expert curation information, and matches the recommended expert with the individual user upon receiving the individual user's acceptance information An interactive, personalized health management solution platform using artificial intelligence and expert curation. 3. The method of claim 2,
The AI curation module is an interactive personalized health management solution platform using artificial intelligence and expert curation that provides rewards to the matched experts. 3. The method of claim 2,
Further comprising an advertisement module for providing customized advertisement information to the terminal of the individual user and the expert terminal,
The advertisement module is a two-way personalized health using artificial intelligence and expert curation to generate the customized advertisement information based on at least one of the individual user's health information, the customized health management solution information, and the expert curation information Management solutions platform. 5. The method of claim 4,
The advertisement module is a two-way personalized healthcare solution platform using artificial intelligence and expert curation that provides a reward to the individual user or the expert based on response information to the advertisement information provided to the individual user's terminal and the expert terminal . The method of claim 1,
The health information collection module converts the individual user's health information into a block chain and stores it in the health information storage module,
The AI curation module is a two-way personalized health management solution platform using artificial intelligence and expert curation that provides the health information of individual users stored in the block chain to the expert terminal when the individual user is approved. Collecting health information from online health information, wearable devices and medical devices of each individual user;
determining the reliability of the collected online health information by using artificial intelligence;
generating, based on the online health information and the individual user's health information whose reliability is equal to or greater than a preset standard, generating customized health management solution information for each individual user and providing it to each individual user;
transmitting the individual user's health information and the customized health management solution information to an expert terminal when a preset condition is satisfied; and
An interactive health management solution providing method using artificial intelligence and expert curation, comprising the step of receiving expert curation information from the expert terminal and providing it to each individual user. 8. The method of claim 7,
recommending an expert to the individual user based on each individual user's feedback information on the expert curation information; and
The interactive health management solution providing method using artificial intelligence and expert curation further comprising the step of matching the recommended expert with the individual user when there is acceptance of the individual user. 9. The method of claim 8,
generating customized advertisement information based on at least one of the individual user's health information, the customized health management solution information, and the expert curation information; and
The interactive health management solution providing method using artificial intelligence and expert curation further comprising the step of providing the customized advertisement information to the terminal of the individual user or the expert terminal. 10. The method of claim 9,
receiving response information for the customized advertisement information from the terminal of the individual user or the expert terminal; and
An interactive health management solution providing method using artificial intelligence and expert curation further comprising the step of providing a reward to the individual user or the expert based on the response information.

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