KR101912939B1 - System for providing User-customized self-management information depend on user’s condition - Google Patents

Abstract

The present invention relates to a customized self-management information providing system. The customized self-management information providing system can provide customized self-management information in accordance with user states automatically without needing a user to execute separate control operations to enhance user convenience and significantly alleviate the emotional responses of the user such as depression, panic disorder, anxiety, obsessive compulsive disorder, and bipolar disorder due to various types of stress. The customized self-management information providing system can store user diaries, memo, and social network service (SNS) contents to a database, generate and update the self-paradigm information including patterns, habits, and taste of the user by analyzing statistical data, and provide the self-paradigm information in accordance with user requests, thereby enabling the user to receive various information related to the user without executing separate control operations. The customized self-management information providing system enables a self-management application to collect user-recorded images and text generated by the user for a preset period (T) while enabling a management server to detect the user state information by analyzing the collected text and images by using a machine learning algorithm. The customized self-management information providing system can detect the user state accurately and automatically without a separate user control operation to enhance the service reliability and accuracy.

Description

[0001] The present invention relates to a system for providing a personalized self-management information according to a user state,

The present invention relates to a personalized management information providing system according to a user state. More specifically, the present invention relates to a personalized management information providing system that detects a state of a user automatically without performing a separate task or operation, And to provide a personalized management information providing system according to a user state that can improve a user's emotional response due to various stresses by providing management information.

Recently, as society has become more sophisticated, competitive, and complex, the stress index due to various causes has increased rapidly.

In general, emotional reactions due to subjective interpretation of stress are manifested by depression, anxiety, compulsion, sleep disorders, mental disorders, and panic disorder. This emotional reaction damage can be solved by a psychological treatment method by a counselor.

However, it is not easy to say that it is costly, and it is not easy to get treatment by visiting the medical institution periodically because of the social awareness treating the person receiving the counseling treatment as a mentally ill person.

In recent years, interest in the artificial intelligence (AI) field, which is the core of the fourth industrial revolution, has been rapidly increasing, and a technical solution for artificial intelligence (AI) technology has been required in the field of counseling therapy.

1 is a block diagram showing an on-line consultation service system disclosed in Korean Patent No. 10-1402939 (an online consultation service system using a smart phone).

The online consultation service system (hereinafter referred to as " prior art ") 100 shown in Fig. 1 is an online consultation service system that provides a paid consultation service on an online web site.

The conventional technology 100 includes a membership terminal 110, a specialist member terminal 120, and a professional consultation server 130.

The member terminal 110 is installed with a professional counseling application and is connected to an online web site by execution of a professional counseling application to make a counseling request of the member himself, and authenticates the member through the authentication information.

When the expert member terminal 120 is installed in the professional consultation application and is connected to the online web site by execution of the professional consultation application and receives the consultation request from the member terminal 110, However, it certifies that it is an expert member through the authentication information.

The professional counseling server 130 provides expert information of the expert member to the member terminal 110 and when the consultation request with the expert member terminal 120 selected from the member terminal 110 is received, Creates a consultation space for the member terminal 120 and provides mutual consultation services.

In addition, the professional counseling server 130 collects the fee for use of the consultation time from the member terminal 110 and distributes the consulting fee requested by the expert member to the expert member terminal 120 so as to be included in the expert information of the expert member among the collected royalties .

The professional consultation server 10 further includes a server frequency discrimination unit. That is, when a plurality of member terminals 110 simultaneously select the same expert member and desire to consult, a signal of the frequency band of the wireless communication network between the expert consultation server 130 and the plurality of member terminals 110 is transmitted through the server frequency discrimination unit So that the member terminal 110 in the case where the frequency band signal is the first frequency band signal is preferentially connected to the member terminal 110 in the case of the second frequency band signal, Module 370 in accordance with the present invention.

The conventional technology 100 configured as described above allows a user to easily select one of various experts by consulting the information of the counseling specialist on the smartphone application and comment responses to the counseling, and conveniently, by the SNS comment message and voice chat, And the like.

However, in the prior art (100), a user must select an expert using a professional consulting application for professional counseling, and must provide his / her state to experts through text chatting or voice chatting, so that the consulting work is complicated and troublesome In the case of users with low spontaneity, the consultation rate is significantly lower than the structural limit.

Also, the conventional technology 100 has a disadvantage in that the efficiency of consulting is low because the consultation is performed only through the chat contents provided by the member through the chat, without considering the user's Internet activity at all.

In addition, since the conventional technology 100 does not describe a separate technique and method for continuously predicting the state of the user, it has a disadvantage in that it can not provide customized information according to the state of the user.

SUMMARY OF THE INVENTION The present invention has been made to solve the above problems, and it is an object of the present invention to provide personalized management information according to a state of a user automatically without requiring a user to perform a separate operation and operation, The present invention relates to a system for providing personalized management information according to a user's state, which can remarkably improve a user's emotional response such as depression, panic disorder, anxiety, obsessive compulsive disorder, and bipolar disorder due to stress.

According to the present invention, the user's diary, memo, and SNS contents are stored in a database and stored, and statistical data is analyzed to generate and update self paradigm information such as patterns, habits and tastes of the user, To a personalized management information providing system in accordance with a user state, in which various information related to the user can be provided without performing a separate operation and operation.

According to the present invention, the self-management application collects the text generated by the user and the image taken by the user for a predetermined period (T), and the management server analyzes the collected text and image using the machine learning algorithm, The present invention relates to a system for providing a personalized management information according to a user state, which can accurately detect the state of a user without any additional user operation and thereby improve service reliability and accuracy.

According to the present invention, when the self-management application provides the user with the self-management information and the self-paradigm information at the request of the user, the user can output the character and voice using the avatar selected by the user, And more particularly, to a personalized management information providing system according to a user state that maximizes convenience of use.

In addition, according to the present invention, when the management server detects the user status information, the medical consultation server, the psychiatric counseling server, the meditation information providing server, the healthcare information providing server, the religious book information providing server, the coordinating recommendation information providing server, And other information providing servers, extracts self-management information corresponding to the user's status, and provides the self-management information to the user, thereby providing more detailed and accurate self-management information to the user. And a personalized management information providing system.

According to another aspect of the present invention, there is provided a personalized self-management information providing system for providing self-management information, the system comprising: A portable terminal installed with a self-management application that collects and transmits text collection data to the outside; External information providing servers for generating and storing self management information for each user state information; Analyzing text collection data transmitted from the portable terminal using a predetermined text analysis algorithm to detect user status information, accessing each of the external information providing servers, and extracting self management information corresponding to the detected user status information And a management server for transmitting customized self-management information combining the extracted self-management information to the self-management application, wherein the self-management application transmits customized self-management information received from the management server to a monitor of the mobile terminal Wherein the diary mode management unit includes a diary management unit configured to display a diary as a graphical user interface (GUI) including a field for receiving diary text, which is text related to a diary, from a user, Interface Weather interfaces provide module; A first input module for receiving text input through the diary interface provided by the diary interface providing module; And a registration module for requesting registration of diary contents by transmitting diary contents including text input by the first input module to the management server, wherein the management server requests registration of diary contents from the self- Wherein the self-management application further includes a collecting unit and a collected data analysis requesting unit, which are driven every predetermined period (T), and the collecting unit analyzes the collected diary contents, A diary contents collection module for collecting the text of the diary contents input by said first input module during a time period (T); A search keyword collection module for collecting search keywords input by the user through the mobile terminal during the period T; An SNS content acquisition module for collecting text registered by the user in the SNS of the account during the period T; And a text collection data generation module for generating text collection data including the diary contents collection module, the search keyword collection module and the text collected by the SNS contents collection module, When the text collection data is generated, transmits the generated text collection data to the management server to request analysis, and the portable terminal further includes a camera, and the diary interface further includes an image input field for receiving an image from the user Wherein the first input module of the diary mode managing unit receives an image input through the diary interface, and the diary contents collecting module of the collecting unit stores diary contents input by the first input module during the period (T) Further comprising the step of collecting an image of the content, Wherein the collection module further collects images registered by the user in the SNS of the account during the period (T), and the collection unit collects image collection data including the images collected by the diary contents collection module and the SNS contents collection module Wherein the collection data analysis requesting unit transmits the generated image collection data to the management server to request analysis when the image collection data is generated by the collection unit, The application may further include an image mode management unit, wherein the image mode management unit includes an image display field for displaying an image photographed by the camera, an operation button for operating the camera, and status information for receiving user status information from a user An input field, and user status information transmitted from the management server It provides the user interface that provides status information display image is an image that contains the interface modules to the exhibition; An input module for receiving image or user state information from a user through the image interface; A matching information generation module that generates second matching information that is driven when the image and user state information are input by the input module and matches the input image and user state information; A registration request module for transmitting second matching information generated when the second matching information is generated by the matching information generating module to the management server to request registration; And a status request module for requesting status information by transmitting the input image to the management server, wherein the status request module is driven when the user status information is not input by the input module and only the image is input, And a second processing unit that is driven when the user status information is requested from the self-management application, wherein the first processing unit is operated when receiving registration information of the second matching information from the first processing unit, A first image analysis module for analyzing an input image using a predetermined facial feature detection algorithm, which is an algorithm for detecting a facial feature from a facial object, and detecting a facial feature from the input image; A facial feature and user state information matching module for matching the facial feature information detected by the first image analysis module with the inputted user state information; And a registration module for storing data matched by the facial feature and user status information matching module, wherein the second processing unit comprises a second image analysis module for detecting a facial feature from the input image using the facial feature detection algorithm, ; A search module for searching for data pre-stored by the registration module if there is information corresponding to the facial feature detected by the second image analysis module; Extracting matched data corresponding to the facial feature detected by the second image analysis module from data previously stored by the search module, detecting user state information from the extracted matched data, And an extraction module for transmitting the user status information to the management server when the user status information is received in response to the request of the user status information to the management server, Information is displayed.

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In the present invention, the management server preferably analyzes the image collection data received from the self-management application using a predetermined image analysis algorithm to detect user status information.

Also, in the present invention, the text analysis algorithm or the image analysis algorithm applied to the management server may be a text or an image as input data, the model being a mapping relationship between text or image and user state information, It is desirable to be a machine learning algorithm that learns from a large number of data.

In the present invention, the external information providing servers may include at least one of a medical consultation server, a psychiatric counseling server, a meditation information providing server, a healthcare information providing server, a religious book information providing server, a coordinating recommendation information providing server, Wherein the medical consultation server is a server provided with prescription information of a medical staff according to user status information, the psychic counseling server is a server provided with counseling information of a professional counselor according to user status information, Wherein the healthcare information providing server is a server that provides a kind of exercise and a method for improving user state information and the religious book information providing server is a server that provides a type and method of meditation that can improve user state information, A server for providing a phrase of a religious book for improving user's state information, Coordination like information providing server is a server that is like the coordination for improving the user's status information, the information providing server four weeks is preferably a server which provides four weeks information based on the user's date of birth.

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According to the present invention having the above-mentioned problems and solutions, it is possible to provide personalized management information according to the state of a user automatically without requiring a user to carry out a separate operation and operation, thereby enhancing convenience of use and improving depression, panic It is possible to dramatically improve the user's emotional response such as disability, anxiety, obsession, and bipolar disorder.

Also, in the present invention, the diary, memo, and SNS contents of the user are stored in a database, and the statistical data is analyzed to generate and update self paradigm information such as patterns, habits and tastes of the user, The user can be provided with various information related to himself / herself without performing a separate operation and operation.

According to the present invention, the self-management application collects the text generated by the user and the image taken by the user for a predetermined period (T), and the management server analyzes the collected text and image using the machine learning algorithm, By detecting the status information, the status of the user can be accurately detected automatically without any additional user operation, thereby improving service reliability and accuracy.

According to the present invention, when the self-management application provides the user with the self-management information and the self-paradigm information at the request of the user, the user can output the character and voice using the avatar selected by the user, The convenience of use can be maximized.

In addition, according to the present invention, when the management server detects the user status information, the medical consultation server, the psychiatric counseling server, the meditation information providing server, the healthcare information providing server, the religious book information providing server, the coordinating recommendation information providing server, And other information providing servers, extracts the self-management information corresponding to the user's status, and provides the self-management information to the user, thereby providing more detailed and accurate self-management information to the user.

1 is a block diagram showing an on-line consultation service system disclosed in Korean Patent No. 10-1402939 (an online consultation service system using a smart phone).
2 is a configuration diagram illustrating a personalized management information providing system according to an embodiment of the present invention.
FIG. 3 is an exemplary diagram illustrating external information providing servers of FIG. 2. FIG.
4 is a block diagram illustrating the portable terminal of FIG.
5 is a block diagram showing the self-management application of Fig.
FIG. 6 is a block diagram showing the weather mode management unit of FIG. 5;
7 is an exemplary diagram showing a diary interface provided by the diary interface providing module of Fig.
8 is a block diagram showing the image mode manager of FIG.
FIG. 9 is a block diagram showing the collecting unit of FIG. 5; FIG.
FIG. 10 is a block diagram for explaining the management server of FIG. 2. FIG.
11 is a block diagram showing the matching-information processing unit in Fig.

Hereinafter, an embodiment of the present invention will be described with reference to the accompanying drawings.

2 is a configuration diagram illustrating a personalized management information providing system according to an embodiment of the present invention.

1 is a block diagram of a personalized management information providing system 1 according to an embodiment of the present invention. The system 1 analyzes text and image collection data of a user's diary contents, SNS contents, 2) a medical consultation server, a psychic counseling server, a meditation information providing server, a health care information providing server, a religious book information providing server, a coordinating recommendation information providing server, a stock information providing server, and other information providing servers And provides customized self-management information corresponding to the detected user status information to the user.

2, the personalized management information providing system 1 includes a portable terminal 5 carried by a user, an application (personal computer 1) installed in the portable terminal 5 for providing a personalized management information service to a user, The user management information application 6 analyzes the collected data received from the self-management application 6 using the learned analysis algorithm, which is a machine running algorithm, and detects user state information, (9-1, ..., 9-N), extracts customized self-management information corresponding to the detected user status information, and transmits it to the self-management application (6) (3), and generates and stores self-management information according to user status information, extracts self-management information according to user status information at the request of the management server (3) (9-1), ..., (9-N), and a communication network (10) which transmit the information to the external information server (3)

The communication network 10 provides a data movement path between the portable terminal 5, the management server 3 and the external information providing servers 9-1, ..., 9-N, A wide area network (WAN), a wired / wireless network, a mobile communication network, and an LTE network.

FIG. 3 is an exemplary diagram illustrating external information providing servers of FIG. 2. FIG.

The external information providing servers 9-1, ..., and 9-N are servers that generate and store the self management information for each user state information.

As shown in FIG. 3, the external information providing servers 9-1, ..., and 9-N include a medical consultation server 91, a psychic counseling server 92, a meditation information providing server 93, A healthcare information providing server 94, a religious book information providing server 95, a coordinating recommendation information providing server 96, a stock information providing server 97 and other information providing servers 98 .

3, the type of the external information providing server 9 is not limited to that shown in FIG. 3. For example, the type of the external information providing server 9 is not limited to that shown in FIG. It will be appreciated that a variety of well known servers may be employed.

In addition, the medical consultation server 91 is a server that provides prescription information of the medical staff according to the user's condition. The psychic counselor server 92 is a server provided with counseling information of a professional counselor according to the state of the user, The health care information providing server 94 is a server that provides a suitable kind of exercise and a method for improving the user's condition, The religion book information providing server 95 is a server for providing a phrase of religious books for improving the user's condition and the coordination recommendation information providing server 96 is a server for recommending a coordination for improving the state of the user, The other information providing server 98 is a server for providing the stock information based on the user's date of birth, The server is to provide.

4 is a block diagram illustrating the portable terminal of FIG.

The portable terminal 5 is a digital terminal provided with a self-management application 6 of FIG. 5 to be described later and connected to the communication network 10 under the control of the self-management application 6 to transmit and receive data to and from the management server 3 A smart phone, a desktop PC, a notebook PC, a tablet PC, and a personal digital assistant (PDA).

4, the portable terminal 5 includes a monitor 51, which is provided in a conventional smart phone and on which contents such as general characters, symbols, and images are displayed, and a monitor 51 that supports connection with the communication network 10 A control module 53 for taking charge of the OS of the mobile terminal and controlling the control object, an input module 54 for receiving characters, symbols and text from the user, a memory A camera 56 for acquiring an image or an image by performing shooting according to a user's request, and an application management unit 55 for installing the self-management application 6 of FIG. 5 to achieve the object of the present invention Module 56 as shown in FIG.

5 is a block diagram showing the self-management application of Fig.

The self-management application 6 collects text and images created by the user in the portable terminal 5 for a preset period T, and at the same time, provides customized self-management information corresponding to the status of the user to the management server 3, Or an application program, software, or application that receives and provides the information.

5, the self management application 6 includes a control unit 60, a data input / output unit 61, an interface processing unit 62, a diary mode management unit 63, a memo mode management unit 64, A mode management unit 65, a collection unit 66, a collected data analysis request unit 67, and a personalized management information providing unit 68.

The control unit 60 is an OS (Operating System) of the self-management application 6 and is a control object 61, 62, 63, 64, 65, 66, 67, 68 < / RTI >

The control unit 60 may be configured to receive the analysis algorithm from the management server 3 through the communication interface module 52 of the portable terminal 5 so that the received analysis algorithm is stored in the memory 55 of the portable terminal 5 do.

The control unit 60 controls the communication interface module 52 of the portable terminal 5 to request the management server 5 to analyze the collected data by the collected data analysis request unit 67, ) To transmit the analysis request data including the text collection data and the image collection data.

The control unit 60 also receives personalized management information from the management server 3 through the communication interface module 52 of the portable terminal 5 and transmits the received personalized management information to the personalized management information providing unit 68 ).

The data input / output unit 61 inputs and outputs data to and from the portable terminal 5.

The interface processing unit 62 displays the produced graphical user interface on the monitor 51 of the portable terminal 5 and processes the operation in response to a user's request to provide result data.

In addition, the interface processing unit 62 provides the diary application shown in FIG. 7, which will be described later, when the diary mode management unit 63 is operated.

The interface processor 62 provides a memo application which is a graphical user interface (GUI) manufactured when the memo mode manager 64 is operated.

The interface processing unit 62 provides an image application, which is a graphical user interface (GUI) manufactured when the image mode management unit 65 is operated.

The interface processing unit 62 receives a request for self paradigm information from the user. In this case, the self paradigm information is information including a pattern, a habit, a taste, etc. of the user. When the control unit 60 receives the self paradigm information from the user through the interface processing unit 62, the self paradigm information And transmits the data.

When the interface processor 42 receives the self paradigm information from the management server 3, the interface processor 42 provides the received self paradigm information to the user.

At this time, the providing method may be provided by a character and voice method using an avatar.

The interface processing unit 62 provides the information interface produced when the customized management information providing unit 68 is operated.

FIG. 6 is a block diagram showing the weather mode management unit of FIG. 5;

The diary mode managing unit 63 includes a diary interface providing module 631 for providing the user with a diary interface 900 of FIG. 7 which is a graphical user interface (GUI) A first input module 632 for inputting contents such as text and images from a user via a diary interface 900 provided by the user interface module 631, a schedule interface provision module 633 for providing a previously prepared schedule interface, A second input module 634 for receiving a schedule from a user through the schedule interface provided by the schedule interface providing module 633 and a second input module 634 for inputting the diary contents and schedule input through the first and second input modules 632 634, And a registration module 635 for generating registration request data including the content.

At this time, when the registration request data is generated by the registration module 635, the control unit 60 controls the communication interface module 52 of the portable terminal 5 so that the registration request data including the diary content and the schedule content is transmitted to the management server 3).

7 is an exemplary diagram showing a diary interface provided by the diary interface providing module of Fig.

7, the diary interface 900 includes a date and day input field 910 for inputting a date and a day of the week, a text input field 920 for receiving diary text from a user, And an image input field 930 for receiving a photograph from the image input field 930.

The diary contents inputted through the date and day input field 910, the text input field 920 and the image input field 930 of the diary interface 900 configured in this way are inputted through the first input module 632, Is stored in the memory of the portable terminal 5 by the server 634 and transmitted to the management server 3 at the same time.

The memo mode management unit 64 provides the user with a memo interface, which is a graphical user interface (GUI) manufactured according to a user's request.

At this time, the memo interface includes a text box for receiving a memo from the user.

In addition, the memo mode management unit 64 transmits the memo content input from the user through the memo interface to the management server 3 to request registration.

8 is a block diagram showing the image mode manager of FIG.

The image mode management unit 65 provides the user with an image interface, which is a graphical user interface (GUI) manufactured according to the request of the user.

8, the image mode management unit 65 includes an image interface provision module 651 for providing an image interface manufactured in the monitor 51 of the portable terminal 5, an image interface provision module 651 And an input module 652 for receiving image or user state information from the user through the input module 652. The input module 652 receives the image and user state information from the input module 652, A matching information generation module 653 for generating matching information, and a control unit 653, which is driven when inputting only the image without inputting the user state information by the input module 652, transmits the image to the management server 3, The second matching information generated by the matching information generating module 653 when the second matching information is generated, to the management server 3, It comprises a blue module 655.

At this time, the image interface includes an exhibition field for displaying an image obtained by photographing by the camera 56 of the portable terminal 5, an operation button for operating the camera 56, an input field for receiving user state information from the user, And an exhibition field for displaying the user status information transmitted from the management server 3.

That is, the user can perform shooting through the operation button while viewing his or her image displayed through the image interface.

When receiving the user status information from the management server 3 at the request of the status request module 654, the image interface providing module 651 displays the user status information transmitted through the display field, It is possible to automatically view the user status information of the user according to the user status.

FIG. 9 is a block diagram showing the collecting unit of FIG. 5; FIG.

The collection unit 66 is driven every predetermined period T and collects text and images related to the user.

9, the collection unit 66 includes a diary contents collection module 641, a memo contents collection module 662, an image collection module 663, a search keyword collection module 664, Module 665, a text collection data generation module 666, and an image collection data generation module 667.

The diary contents collection module 661 collects text and images of the diary contents input via the diary interface 900 by the diary mode management unit 63 of Fig. 6 described above.

The text data of the diary contents collected by the diary contents collection module 661 is input to the text collection data generation module 666 and the image data of the diary contents collected by the diary contents collection module 661 is input to the image collection data Generation module 667. [0157]

The memo content collection module 662 collects the text of the memo content input through the memo interface of the memo mode management unit 64. [

The text of the memo content collected by the memo content collection module 662 is also input to the text collection data generation module 666. [

The image collection module 663 collects the input image through the image interface of the image mode management unit 64 of Fig. 8 described above.

In addition, the image collected by the image collection module 663 is input to the image collection data generation module 667.

The search keyword collection module 664 collects search keywords that are searched by the user using the portable terminal 5 and searched on a portal site for a preset period T. [

The search keyword data collected by the search keyword collection module 664 is input to the text collection data generation module 666.

The SNS content acquisition module 665 collects text and images (hereinafter referred to as SNS contents) uploaded to the SNS (Social Network Service) previously registered by the user for a preset period T. [

The text data of the SNS contents collected by the SNS contents collection module 665 is input to the text collection data generation module 666 and the image data of the SNS contents collected by the SNS contents collection module 665 is stored in the image collection data Generation module 667. [0157]

The text collection data generation module 666 includes text collection data 663 including text input from the diary content collection module 661, the memo content collection module 662, the search keyword collection module 664 and the SNS content collection module 665. [ .

At this time, the text collection data generated by the text collection data generation module 666 is input to the collection data analysis request part 67. [

The image collection data generation module 667 generates image collection data including images input from the diary content collection module 661, the image collection module 663, and the SNS content collection module 665. [

At this time, the image collection data generated by the image collection data generation module 667 is input to the collection data analysis request part 67.

The collection data analysis requesting unit 67 controls the portable terminal 5 so that the analysis request data including the text collection data and the image collection data generated by the collection unit 66 is transmitted to the management server 5. [

At this time, the management server 5 generates customized self-management information according to the analysis request data transmitted from the self-management application 6 and transmits it to the corresponding self-management application 6.

The customized self-management information providing unit 68 provides customized self-management information received from the management server 3 via the portable terminal 5 to the user through information providing interfaces, which are graphical user interfaces (GUIs).

At this time, the customized self-management information may include prescription information of a medical staff, meditation information including counseling information of a professional counselor, types and methods of meditation, healthcare information including a kind of exercise and a method, religious book recommendation phrase information, And related information.

That is, even if the user does not perform any other operation or operation, the self-management application 6 can not only detect the self-status based on the self-created text and the image captured by the self-management application 6, By receiving the management information, the user can greatly improve his / her emotional reaction due to various stresses through reading of the personalized management information.

For example, when the personalized management information is coordination recommendation information, the information providing interface may include an exhibition field for recommending the type and color of clothes, shoes, and accessories according to the user's state and weather, It is possible to browse the optimum coordination recommendation information according to its own state and weather through the interface.

FIG. 10 is a block diagram for explaining the management server of FIG. 2. FIG.

10, the management server 3 includes a control unit 30, a database unit 31, a data transmission / reception unit 32, an application management unit 33, a registration unit 34, a learning unit 35, The personalized management information generation unit 39, the matching information processing unit 40, the self paradigm information management unit 43, .

The control unit 30 is an OS (Operating System) of the management server 3. The control unit 30 includes control objects 31, 32, 33, 34, 35, 36, 37, ), (39), (40), and (43).

The control unit 30 also receives a registration request including the diary content and the schedule content from the self-management application 6 via the data transmission / reception unit 32, and inputs the registered content to the registration unit 34. [

When the control unit 30 receives a request for analysis of collected data including text collection data and image collection data from the self-management application 6 via the data transmission / reception unit 32, the control unit 30 transmits the received text collection data to the text collection data analysis unit 36 and inputs the received image collection data to the image collection data analysis unit 37. [

When the user's state information is detected by the text collection data analysis unit 36 and the image collection data analysis unit 37 via the data transmission and reception unit 32, (38).

The control unit 30 also inputs the data extracted by the search and extraction unit 38 to the personalized management information generation unit 39. [

The control unit 30 receives the user status information request data or the matching information registration request data from the self-management application 6 via the data transmission / reception unit 32, and transmits the received user status information request data or matching information registration request data To the matching information processing unit (40).

At this time, the user state information request data includes the image obtained through the image interface of the self-management application 6, and the matching information registration request data includes the matching information composed of the image inputted by the image interface and the user status information.

Further, when receiving the self paradigm information request data from the self-management application 6, the control unit 30 drives the self paradigm information management unit 43. [

A text analysis algorithm and an image analysis algorithm, which are machine learning algorithms learned by the learning unit 35, are stored in the database unit 31.

In this case, the text analysis algorithm is an algorithm that uses the collected text as an input value, and uses the status information of the user as an output value. The image analysis algorithm is defined as an algorithm that takes the collected image as an input value, , And the state information means a state classified into one of predetermined categories such as depression, joy, anguish, and sadness.

For example, the management server 3 can analyze the image laughing by the user through the image analysis algorithm and detect the user's status information as 'joy'.

In addition, in the database unit 31, the registering unit 34 stores the diary contents and the schedule contents of the user.

In the database unit 31, user authentication information and member information of the self-management application 6 are stored.

Graphical user interfaces (GUI) provided by the self-management application 6 are stored in the database unit 31. [

The data transmission / reception unit 32 transmits / receives data to / from the self-management application 6 under the control of the control unit 30. [

The application management unit 33 manages the overall service of the self-management application 6 such as an upgrade.

The registering unit 34 is driven when the registration containing the diary contents and the schedule contents is requested from the self-management application 6 via the data transmitting and receiving unit 32, and transmits the diary contents and the schedule contents, (Updated) in the content and the schedule content, and stores it in the database unit 31. [

The learning unit 35 learns a text analysis algorithm and an image analysis algorithm, which are machine learning algorithms, using a neural network technique.

At this time, the learning unit 35 learns from the given data a model which is a mapping relation between the text (or image) and the state information, with the text (or the image) as input data and the user's state information as the target.

The text collection data analysis unit 36 analyzes the text collection data transmitted from the self-management application 6 using the text analysis algorithm learned by the learning unit 35, and detects the user status information.

At this time, as described above, the user state information means a state classified into one of preset categories such as depression, joy, angry, sadness, and the like.

The user state information detected by the text collection data analysis unit 36 is input to the search and extraction unit 38.

The image collection data analyzing unit 37 analyzes the image collection data transmitted from the self-management application 6 using the text analysis algorithm learned by the learning unit 35, and detects user status information.

The user state information detected by the image collection data analysis unit 37 is input to the search and extraction unit 38.

The search and extraction unit 38 receives user state information from the text collection data analysis unit 36 and receives user state information input from the image collection data analysis unit 37. At this time, the user state information detected by the text collection data analysis unit 36 and the user state information detected by the image collection data analysis unit 37 may be detected as the same or different states.

The searching and extracting unit 38 also connects to the external information providing servers 9-1, ..., and 9-N of FIGS. 2 and 3, And extracts information corresponding to the user state information.

The information extracted by the searching and extracting unit 38 may be 1) if the connected external information providing server is the psychiatric counseling server 92, it may be consultation information of a professional counselor according to the user's state, and 2) The external information providing server may be health care information including a kind of exercise and a method for improving the user state when the external information providing server is the healthcare information providing server 94, and 3) Server 96 may be coordination recommendation information for improving the user's state.

The data extracted by the search and extraction unit 38 is also input to the personalized management information generation unit 39. [

The customized self-management information generation unit 39 integrates the data extracted by the search and extraction unit 38 to generate customized self-management information.

The customized self-management information generated by the customized self-management information generating unit 39 is transferred to the self-management application 6 through the data transmitting / receiving unit 32 under the control of the control unit 30. [

11 is a block diagram showing the matching-information processing unit in Fig.

11, the matching information processing unit 40 includes a first processing unit 41 that is driven when matching information is input under the control of the control unit 30, And a second processing unit 42 that is driven when the second processing unit 42 is activated.

That is, the first processing unit 41 is driven when receiving the second matching information registration request data from the self-management application 6, and the second processing unit 42 transmits the user status information request data from the self- It is driven when receiving.

The first processing unit 41 includes a first image analysis module 411, a facial feature and user state information matching module 412, and a registration module 413.

The first image analysis module 411 analyzes the input image (facial image) using a predetermined facial feature detection algorithm to detect facial features from the image.

In this case, the facial feature detection algorithm is an algorithm for detecting features from the face of an object. The techniques of the facial feature detection algorithm include various known methods such as Korean Registered Patent No. 10-1326221 and Korean Patent No. 10-1839827 Technology can be applied.

The facial feature and user state information matching module 412 matches the facial feature information detected by the first image analysis module 411 with the inputted user state information.

The registration module 413 stores the data matched by the facial feature and user state information matching module 412 in the database unit 31. [

The second processing unit 42 includes a second image analysis module 421, a search module 422, and an extraction module 423.

The second image analysis module 421 detects a facial feature from the input image using a predetermined facial feature detection algorithm.

The search module 422 searches the database 31 for matching data corresponding to the facial feature detected by the second image analysis module 421. [

The extraction module 423 extracts matched data corresponding to the facial feature detected by the second image analysis module 421 among the matched data stored in the database unit 31 by the search module 422. [

The extraction module 423 also detects user state information of the extracted matched data.

At this time, when the user status information is detected by the extraction module 423, the control unit 30 controls the data transmission / reception unit 32 to transmit the detected user status information to the self-management application 6, Receives the user status information according to the user status information request from the management server 3, the received user status information is inputted to the image mode management unit 65, and the image mode management unit 65 stores the inputted user status information Display through the image interface.

The self paradigm information management unit 43 is driven every predetermined period to generate self paradigm information including patterns, habits and tastes of the user by utilizing the data stored in the database unit 31. [

When the self paradigm information management unit 43 receives the self paradigm information from the self-management application 6, the self paradigm information management unit 43 extracts the self paradigm information of the user. At this time, the extracted self paradigm information is transferred to the self-management application 6 under the control of the control unit 30. [

As described above, the customized self-management information providing system 1 according to an embodiment of the present invention automatically provides customized self-management information according to the state of the user without performing a separate task or operation, It is possible to dramatically improve the user's emotional response such as depression, panic disorder, anxiety, obsessive compulsive disorder, and bipolar disorder due to various stresses.

In addition, the personalized management information providing system 1 of the present invention stores diary, memo, and SNS contents of a user in a database and stores statistical data thereof, and generates self paradigm information such as a user's pattern, habits, And provides the information according to the request of the user, so that the user can receive various information related to the user without performing any separate operation and operation.

The personalized management information providing system 1 of the present invention collects the text generated by the user and the image photographed by the user during the predetermined period T while the management application 6 collects the images taken by the user, And the user status information is detected by analyzing the collected text and image, so that the status of the user can be accurately detected automatically without any additional user operation, thereby improving service reliability and accuracy.

In the personalized management information providing system 1 of the present invention, when the self-management application 6 provides the user with the self-management information and the self-paradigm information at the request of the user, So that the information transmission can maximize the efficiency and ease of use.

When the management server 3 detects user state information, the personalized management information providing system 1 of the present invention provides a medical consultation server, a psychiatric counseling server, a meditation information providing server, a healthcare information providing server, The server is connected to an external information providing server such as a server, a coordinating recommendation information providing server, a stock information providing server, or other information providing server, and extracts the self management information corresponding to the user's status and provides the self management information to the user. It is possible to provide self-management information.

1:? Dance type self management information providing system 3: Management server
5: portable terminal 6: self-management application
9-1, ..., 9-N: external information providing servers 10:
30: control unit 31: database unit 32: data transmission /
33: application management section 34: registration section 35:
36: Text collection data analysis unit 37: Image collection data analysis unit
38: search and extraction unit 39:? Dance type self management information generation unit
51: monitor 52: communication interface module
53: control module 54: input module 55: memory
56: camera 57: application management module
60: control unit 61: data input / output unit 62: interface processing unit
63: diary mode management unit 64: collection unit 65: collected data analysis request unit
66: Personalized self-management information offering

Claims (8)

A personalized management information providing system for providing self-management information, comprising:
The personalized management information providing system
A portable terminal in which a self-management application for collecting text input by a user during a predetermined period T and transmitting text collection data to the outside is installed;
External information providing servers for generating and storing self management information for each user state information;
Analyzing text collection data transmitted from the portable terminal using a predetermined text analysis algorithm to detect user status information, accessing each of the external information providing servers, and extracting self management information corresponding to the detected user status information And a management server for transmitting the customized self-management information incorporating the extracted self-management information to the self-management application,
Wherein the self-management application displays customized self-management information transmitted from the management server through a monitor of the mobile terminal,
Wherein the self-management application further comprises a diary mode manager,
The diary mode manager
A diary interface providing module for providing a diary interface that is a graphical user interface (GUI) including a text box for inputting diary text, which is text related to a diary, from a user;
A first input module for receiving text input through the diary interface provided by the diary interface providing module;
And a registration module for requesting registration of diary contents by transmitting diary contents including text input by the first input module to the management server,
When the management server receives a request for registration of diary contents from the self-management application, stores the diary contents in the diary contents registered in the e-mail server,
Wherein the self-management application further comprises a collection unit and a collection data analysis request unit driven every predetermined period (T)
The collecting unit
A diary contents collection module for collecting text of the diary contents inputted by said first input module during said period (T);
A search keyword collection module for collecting search keywords input by the user through the mobile terminal during the period T;
An SNS content acquisition module for collecting text registered by the user in the SNS of the account during the period T;
A text collection data generation module for generating text collection data including the diary content collection module, the search keyword collection module and the text collected by the SNS content collection module,
The collected data analysis requesting unit
When the collection unit generates the text collection data, transmits the generated text collection data to the management server to request analysis,
Wherein the portable terminal further comprises a camera,
The diary interface further includes an image input field for receiving an image from a user,
Wherein the first input module of the diary mode managing unit receives an image input through the diary interface,
Wherein the diary contents collection module of the collection unit further collects images of the diary contents input by the first input module during the period T,
The SNS content acquisition module of the collection unit further collects images registered by the user in the SNS of the account during the period (T)
The collecting unit
Further comprising an image collection data generation module for generating image collection data including the diary content collection module and the image collected by the SNS content collection module,
The collected data analysis requesting unit
When the image collection data is generated by the collection unit, transmits the generated image collection data to the management server to request analysis,
Wherein the self-management application further comprises an image mode manager,
The image mode management unit
An image display field for displaying an image photographed by the camera, an operation button for operating the camera, a state information input field for receiving user state information from a user, and user state information transmitted from the management server An image interface providing module for providing an image interface including a user status information display field;
An input module for receiving image or user state information from a user through the image interface;
A matching information generation module that generates second matching information that is driven when the image and user state information are input by the input module and matches the input image and user state information;
A registration request module for transmitting second matching information generated when the second matching information is generated by the matching information generating module to the management server to request registration;
And a status request module for requesting status information by transmitting the input image to the management server when the image is inputted without inputting the user status information by the input module,
The management server
Further comprising a matching information management unit including a first processing unit that is driven when the second matching information is requested to be registered by the self-management application, and a second processing unit that is activated when the user status information is requested from the self-
The first processing unit
A first image analysis module for analyzing an input image using a predetermined facial feature detection algorithm, which is an algorithm for detecting a facial feature from a facial object, and detecting a facial feature from the input image;
A facial feature and user state information matching module for matching the facial feature information detected by the first image analysis module with the inputted user state information;
And a registration module for storing data matched by the facial feature and user state information matching module,
The second processing unit
A second image analysis module for detecting a facial feature from the input image using the facial feature detection algorithm;
A search module for searching for data pre-stored by the registration module if there is information corresponding to the facial feature detected by the second image analysis module;
Extracting matched data corresponding to the facial feature detected by the second image analysis module from data previously stored by the search module, detecting user state information from the extracted matched data, And an extracting module for transferring the data to the self-management application,
The self-
And displays the user status information received in the user status information display field of the image interface when receiving the user status information according to the request of the user status information to the management server. delete delete delete The method according to claim 1, wherein the management server
And the user state information is detected by analyzing image collection data transmitted from the self-management application using a preset image analysis algorithm. The method as claimed in claim 5, wherein the text analysis algorithm or the image analysis algorithm applied to the management server includes text or image as input data, and uses mapping information between the text or image and user state information Wherein the model is a machine learning algorithm for learning from a given plurality of data. The method of claim 6, wherein the external information providing servers
At least one of a medical consultation server, a psychic counseling server, a meditation information providing server, a health care information providing server, a religion book information providing server, a coordinating recommendation information providing server,
Wherein the medical consultation server is a server provided with prescription information of a medical staff according to user status information, the psychic counseling server is a server provided with counseling information of a professional counselor according to user status information, Wherein the healthcare information providing server is a server for providing a kind of exercise and a method for improving user state information and the religious book information providing server is a server for providing a kind of meditation Wherein the coordinating recommendation information providing server is a server for recommending a coordination for improving the user's status information and the server information providing server is a server for providing a phrase of a religious book for improving information based on the user's date of birth Wherein the personalized management information is a server for providing private information. System. delete

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