WO2019083077A1

WO2019083077A1 - Method and server for visualizing and displaying life record data of patient in heat map form

Info

Publication number: WO2019083077A1
Application number: PCT/KR2017/012736
Authority: WO
Inventors: 이중식; 김유정; 한상규; 이현정; 최주은; 정세영; 황희; 유수영; 허은영; 이기혁; 김정훈
Original assignee: 서울대학교산학협력단; 서울대학교병원
Priority date: 2017-10-23
Filing date: 2017-11-10
Publication date: 2019-05-02
Also published as: KR101928272B1

Abstract

A server of the present invention acquires life record data (including date information, time information, and numeric information) of a user from a user terminal or a predetermined sensor, determines a plurality of items of a first axis in reference to the date information, determines a plurality of items of a second axis in reference to the time information, generates a heat map by visualizing, in predetermined colors, the numeric information, which respectively corresponds to the items of the first axis and the items of the second axis, or the sum of the numeric information, and displays the heat map in a first area on a screen of a predetermined terminal. According to the present invention, since life record data of a patient is visualized and provided in a heat map form, the condition of the patient can be intuitively identified.

Description

A method and server for visualizing and displaying life record data of a patient in the form of a heat map

The present invention relates to a method and a server for visualizing and displaying life record data of a patient in the form of a heat map. More particularly, the present invention relates to a method for visualizing a life record data of a patient in the form of a heat map, Acquiring the user's life record data (the life record data includes date information, time information, and numerical information indicating a predetermined amount) from a user terminal or a predetermined sensor, (b) And determines a plurality of items of the second axis with reference to the time information and determines the items of the numerical information or the numerical information corresponding to the items of the first axis and the items of the second axis respectively Visualizing the sum as a predetermined color (determined so that the attribute of the color changes according to a range of values of the predetermined color) to generate a heat map, How to given a bitmap displayed in the first region on the screen of the terminal and to a server using the same.

EMR (Electronic Medical Record) is a medical information system that computerized the medical record work which was done in the conventional handwriting format, and it can save the manpower and the cost because it can record and transmit the patient's medical history quickly. . On the other hand, since the present EMR deals only with the information input from the medical institution such as the patient's medical information, medication condition, and test result, there is a limit that it is difficult to grasp the patient's condition with the medical record only. In addition, there is a need to continuously support the patient's health care through remote monitoring at the medical institution for patients who normally need health care.

Accordingly, it is an object of the present invention to solve all the problems described above.

It is another object of the present invention to enable the patient's state to be intuitively grasped by visualizing the patient's life record data in the form of a heat map.

It is another object of the present invention to provide a personalized target to a patient according to a type of color pattern by analyzing a color pattern appearing in a heat map generated by referring to life record data of a patient.

In order to accomplish the above object, a representative structure of the present invention is as follows.

According to an aspect of the present invention, there is provided a method of visualizing life record data of a patient in the form of a heat map, the method comprising the steps of: (a) receiving, from a user terminal or a predetermined sensor, Information, time information, and numerical information representative of a predetermined amount; And (b) the server determines a plurality of items of the first axis with reference to the date information, and determines a plurality of items of the second axis with reference to the time information, wherein the items of the first axis and the second axis Visualizing the sum of the numerical information or the numerical information corresponding to each item as a predetermined color and a color attribute determined according to a range of values representing the predetermined color to generate a heat map, And displaying the first area on the screen of the terminal.

According to another aspect of the present invention, there is provided a server for visualizing life record data of a patient in the form of a heat map, wherein the life record data of the user from the user terminal or the predetermined sensor, A numerical value indicating a quantity of the signal; A plurality of items of the first axis are determined with reference to the date information of the life record data acquired by the communication unit, and a plurality of items of the second axis are determined with reference to the time information, Visualizing the sum of the numerical information or the numerical information corresponding to each item of the second axis as a predetermined color and a color attribute determined according to a range of values representing the predetermined color to generate a heat map, And a processor for displaying the heat map in the first area on the screen of the predetermined terminal.

According to the present invention, it is possible to intuitively grasp the state of the patient by visualizing and providing the life record data of the patient in the form of a heat map.

Further, by analyzing the color pattern appearing in the generated heat map with reference to the patient's life record data, it is possible to present the customized target to the patient according to the type of the color pattern.

FIG. 1 is a block diagram of a system for visualizing life log data of a patient according to an embodiment of the present invention in the form of a heat map,

FIG. 2A and FIG. 2B are views showing examples of a UI that is obtained by visualizing the activity record data of the patient's life record data in the form of a heat map according to an embodiment of the present invention;

FIGS. 3A and 3B are views showing examples of a UI that is obtained by visualizing meal recording data in the form of a heat map among life record data of a patient according to an embodiment of the present invention; FIG.

FIGS. 4A to 4C are views showing examples of a UI displayed when a user performs a predetermined operation on an activity record heat map according to an embodiment of the present invention;

5A to 5C are views showing examples of a UI displayed when a user performs a predetermined operation on a meal recording heat map according to an embodiment of the present invention,

6A to 6C are views showing examples of a UI displayed when a user performs a predetermined operation on an activity record heat map according to another embodiment of the present invention,

7A to 7C are views showing examples of a UI displayed when a user performs a predetermined operation on a meal recording heat map according to another embodiment of the present invention,

8A to 8B are views showing examples of a UI in which a customized target is output according to a type of a color pattern appearing in a heat map according to an embodiment of the present invention.

The following detailed description of the invention refers to the accompanying drawings, which illustrate, by way of illustration, specific embodiments in which the invention may be practiced. These embodiments are described in sufficient detail to enable those skilled in the art to practice the invention. It should be understood that the various embodiments of the present invention are different, but need not be mutually exclusive. For example, certain features, structures, and characteristics described herein may be implemented in other embodiments without departing from the spirit and scope of the invention in connection with an embodiment.

It is also to be understood that the position or arrangement of the individual components within each disclosed embodiment may be varied without departing from the spirit and scope of the invention. The following detailed description is, therefore, not to be taken in a limiting sense, and the scope of the present invention is to be limited only by the appended claims, along with the full scope of equivalents to which such claims are entitled, if properly explained. In the drawings, like reference numerals refer to the same or similar functions throughout the several views.

Hereinafter, preferred embodiments of the present invention will be described in detail with reference to the accompanying drawings, so that those skilled in the art can easily carry out the present invention.

FIG. 1 shows a system configuration for visualizing life log data of a patient according to an embodiment of the present invention in the form of a heat map.

Referring to FIG. 1, a system for visualizing and displaying patient's life record data in the form of a heat map may include a user terminal 100, a server 200, and a medical terminal 300. For reference, the server 200 may include a processor (not shown) and a communication unit (not shown).

Specifically, the server 200 according to the present invention can acquire user's life record data from the user terminal 100 or a predetermined sensor.

Here, the life record data may include record data on physical activity, eating, sleeping, stress, and the like, and may include various record data such as body weight, blood pressure, and diabetes necessary for health care.

Each piece of daily life record data may include date information, time information, and numerical information indicating a predetermined amount (amount). For example, in the case of the activity record data, the activity record data may include time information on which the user who is the subject of the activity started walking, date information, numerical information on the number of steps, information on the total time of quick walking,

As another example, in the case of the meal record data, the user may include time information on the meal, date information, numerical information on the amount of food, menu information, information on snacking, and the like.

Referring to FIGS. 2A to 2B and FIGS. 3A to 3B, the server 200 acquires the user's life record data from the user terminal 100 or a predetermined sensor, A plurality of items of the first axis 211a may be determined and a plurality of items of the second axis may be determined with reference to the time information. The heat map 210 is generated by visualizing the sum of numerical information or numerical information corresponding to the item of the first axis 211a and the item of the second axis 211b in a predetermined color, May be displayed in the first area on the screen of the predetermined terminal.

Here, a heat map is a word that combines a heat, which means heat, and a map, which is a map. Various information that can be expressed in color can be displayed on a certain image, It is characterized by output (2012, Wikipedia).

As another example, numerical information about a meal amount of a user corresponding to each area in which the items of the horizontal axis 211a and the vertical axis 211b intersect each other, such as the meal recording heat map 210 shown in Figs. 3A and 3B, The larger the agreement value, the more likely it will be expressed as a color with low brightness.

For example, according to the preliminary study of the present invention, it is analyzed that a maximum of two meals can be eaten per each time zone. Therefore, when the user selects a food quantity to be input per meal as a little / 1 <n <= 2, 2 <n <= 3, 3 <n <= 4, 4 < the sum of numerical information or numerical information of n < = 5, 5 < n (n = total food amount per time period) may be visualized with a predetermined color.

Here, the predetermined terminal may be the medical terminal 300 of the medical institution, and may be provided as a single application program or may be provided together with the EMR of the medical institution so that the medical staff can intuitively grasp the state of the patient. Also, the user (patient) terminal which is the subject of the life record may be provided with the heat map 210 according to the present invention so that the user can grasp his or her health condition.

2A and 2B, the heat map 210 has a tile shape in which the respective areas where the items of the first axis 211a and the items of the second axis 211b intersect each other are filled with a predetermined color Lt; / RTI > As another example, the center of a circle representing numerical information is associated with the center of an area where the items of the first axis 211a and the items of the second axis 211b intersect with each other, and the size of the circle is proportional to the size of the numerical information value And may be implemented in various forms.

Next, when the medical staff or the user places a positioning tool or a part of the body on the heat map 210 of the first area, the items of the first axis 211a and the items of the second axis 211b are intersected with each other Detailed information 212 of the life record data for the area in which the positioning tool or a part of the body is located among the plurality of areas may be provided.

Illustratively, the horizontal axis 211a is determined as the

date

20, 21, 22, ... with reference to the date information, such as the activity record heat map 210 shown in FIGS. 2A and 2B, By dividing the 24-hour day into 6-hour time intervals by reference, it is possible to determine four time zones such as morning / lunch / dinner / late night as the vertical axis 211b item.

Here, the sum of numerical information on the number of steps corresponding to the horizontal axis 211a and the vertical axis 211b may be visualized with a predetermined color according to the determined axis item. The predetermined color may be determined such that the attribute of the color such as color / brightness / saturation is changed depending on the range of the value to be displayed. For example, as in the heat map 210 shown in FIGS. 2A and 2B, a large or small value may be expressed through a difference in brightness.

Illustratively, as shown in FIG. 2B, in the case of the activity record heat map 210, the sum 212 or the like of the number of steps for the area may be output, and as shown in FIG. 3B, A meal time, a menu, and a food amount 212 for the corresponding region may be output.

Next, with reference to Figs. 4A to 4C and Figs. 5A to 5C, an example of a UI output when a user performs a predetermined operation on the heat map 210 according to an embodiment of the present invention will be described do.

Specifically, when the medical staff or the user manipulates the positioning tool or a part of the body in the first pattern with the positioning tool or the part of the body positioned on the heat map 210 of the first area, the server 200 By narrowing the interval between the items of the first axis 211a of the heat map 210 and the items adjacent to at least some of the axes of the items of the second axis 211b, The sum of the numerical information or the numerical information corresponding to the item of at least some axes of the items of the first display area 211b may be visualized in a predetermined color to generate the heat map 210,

Illustratively, if the mouse is turned up while the heat map 210 shows two weeks of data as shown in FIG. 4B or 5B, the data is changed to one week's worth of data as shown in FIG. 4A or FIG. 4B or FIG. 5B, the data may be changed and displayed for one month as shown in FIG. 4C or FIG. 5C.

Next, an example of a UI output when a user performs a predetermined operation on the heat map 210 according to another embodiment of the present invention will be described with reference to Figs. 6A to 6C and Figs. 7A to 7C .

Specifically, when each item of the first axis 211a is determined as a date, the medical staff or the user places the positioning tool or a part of the body on the heat map 210 of the first area, Or the part of the body is manipulated with the second pattern, the server 200 refers to the intensity or the moving distance of the second pattern, and if the strength or the moving distance is less than the predetermined threshold value, The unit of each item of the first axis 211a is determined as A (A includes at least two or more days), and the sum of numerical information corresponding to each item of the first axis 211a determined as A is visualized with a predetermined color A unit of each item of the first axis 211a determined as a date is denoted by B (B is denoted by A (A)), (Including more dates), and determining B The sum of the numerical information corresponding to each item of the first axis 211a can be visualized in a predetermined color to generate the heat map 210 and can be changed and displayed in the first area.

6B and Fig. 7B), when the mouse wheel is turned down in a state where the item unit of the horizontal axis 211a is determined as a date as shown in Figs. 6A and 7A, Or monthly (Fig. 6C, Fig. 7C). Here, the criterion that changes on a weekly or monthly basis may be determined by the speed at which the mouse is wheeled down or the travel distance.

6B and Fig. 7B), the item unit of the horizontal axis 211a is changed to the unit of the month (Figs. 6C and 7C) at the time of the wheel-down operation, The item of the horizontal axis 211a may be changed to the daily unit (Figs. 6A and 7A) during the wheel-up operation, so that the heat map 210 corresponding to the changed axis item may be generated.

Next, with reference to FIGS. 8A and 8B, an example of a UI in which a customized goal 820 is output according to the type of color pattern 810 appearing in the heat map 210 according to an embodiment of the present invention will be described do.

Specifically, the server 200 analyzes the color pattern 810 appearing in the heat map 210 generated by referring to the life record data of a plurality of users, thereby determining at least two types of the color pattern 810 You can manage it. That is, raw data, which is life record data of users, can be visualized in the form of a heat map 210, and the color pattern 810 appearing in the heat map 210 can be analyzed and utilized as new information.

For example, according to the activity pattern 810 or the meal pattern 810 appearing in the heat map 210, when the user manages his / her health, he or she is minimally managed according to the doctor's prescription and is actively managing , And whether they have given up gradually after aggressive management at first.

In addition, according to the type of the color pattern 810 appearing in the user as described above, the customized goal 820 as shown in the lower part of FIG. 8B may be presented. In other words, depending on the type of user, it is possible to support the user to achieve the goal by providing customized management by varying the strength, nuance, etc. of the advice or the service message.

Here, the item of the customized target 820 may be automatically determined with reference to the user's color pattern 810 data and the medical record data of the user. In this case, a database (not shown) It can be assumed that the target item corresponding to each category of the medical record data of the user 810 and the user is stored. For example, the database may be managed by associating the user's color pattern (810) data and the numerical range of the target item type and the target item for each category of the user's medical record data. As an example of providing a target item using such a database, when a text is inputted as medical record data of a user, a keyword is extracted through natural language processing and morphological analysis on the text, and a target item corresponding to the keyword is extracted If it is detected that the type of the color pattern 810 is changed by the user's color pattern 810 data for a predetermined period of time, the corresponding color pattern 810 corresponding to the corresponding color pattern 810 The target item may be retrieved from the database and provided.

8A, when a medical staff or a user selects a specific area 811 of the heat map 210 through a positioning tool or a part of a body in a state where a heat map 210 is provided in a first area on the screen , The region 810 having the same color attribute as the color attribute corresponding to the selected specific region 811 can be highlighted and displayed as shown in FIG. 8B.

In addition, if the highlighted area 810 is a region related to the type of the color pattern, a type classification for this and a customized advice 820 for that type may be displayed together.

Here, not only the region 810 having the same color attribute as the color attribute corresponding to the selected specific region 811 is highlighted, but also the region having the color attribute satisfying the predetermined condition and the color attribute of the specific region 811 It is possible to assume a case in which the display is highlighted together.

Next, the server 200 reads the graph 220 corresponding to the information about the heat map 210 provided in the first region from the first axis 211a and the second axis 221 of the second region, So that the item of the first axis 211a for representing the heat map 210 of the first region corresponds to the item of the first axis 211a for representing the graph 220 of the second region, For displaying the graph 220 of the second area with reference to numerical information corresponding to at least a part of the items of the item of the second axis 211b for displaying the heat map 210 of the first area, The numerical information about the second axis 221 can be determined.

2A, a graph 220 using the same axis as the horizontal axis 211a of the heat map 210 may be provided at the top of the area where the heat map 210 is displayed. The vertical axis 221 of the graph 220 may be determined in units of the number of steps with reference to the numerical information of the heat map 210. The vertical axis 221 of the graph 220 may be determined in units of steps, May be provided in graph 220 form.

As another example, referring to the numerical information corresponding to at least a part of the item of the vertical axis 211b of the heat map 210, the vertical axis 221 of the graph 220 is used for each food amount The average value of the food quantity of all the meals consumed at the date corresponding to the item of the horizontal axis 211a may be provided in the graph 220 as the average value of the numerical information.

3A and 3B, a tab 222 for selecting one of a meal graph and a snack graph is provided on the right side of the graph 220, and information on snacking among the patient's meal record data is referred to A graph of the number of intake or the intake of snacks per period may be further provided.

On the other hand, the server 200 converts the target numerical value of the user corresponding to the date information indicated by the item of the first axis 211a for representing the graph 220 of the second area into various colors and various types of lines 223 on the graph 220 in the second area.

Illustratively, referring to FIG. 2A, a target number for each date may be indicated by a dashed line 223, so that a medical staff or a user can roughly grasp the actual number of steps in relation to the target number of steps.

Here, a reference line combo box 224 such as 'target' shown at the top of FIG. 2A is provided in a part of the second area so that the medical staff or the user can select the reference line 223, In addition to the goal, a graph of the 'previous goal', 'current goal', and 'the number of steps' of the patient for a specific period or for the entire period may be provided in the reference line 223.

Referring to the upper part of FIG. 3A, a graph of the 'average meal amount per meal', 'the amount of food per meal', 'average number of snacks', 'target number of snacks' Lt; / RTI >

On the other hand, a reference value 230 related to the average and target for the life record data may be further provided in the third area. Illustratively, referring to the top 230 of FIG. 2A, for the activity record, the total duration average of the patient for the 'number of steps' and 'fast walking time' per day may be provided, respectively. Here, the fast walking time means the time that the patient walks at a speed higher than the threshold value during the one-day walking time, and the target means the step number goal (or the number of steps presented through the medical terminal) shown in the present medical examination. If there is no step target, the default goal can be presented with reference to the user's health data.

2A, a user interface 240 may be provided that allows the medical staff or the user to modify the target for the number of steps and fast walking time per day. After modifying the target in the corresponding area The numerical value information 230 indicating the current goal at the top of the graph 220 and the reference line 223 indicating the target in the graph 220 area may be displayed and reflected.

On the other hand, when the target is changed, a dividing line 225 for dividing the date on which the target is changed is displayed as indicated by a dashed line 225 between 7/2 and 7/3 of the date items on the horizontal axis 211a in FIGS. 2A and 2B .

Referring to the lower right of FIG. 2A, a history 250 may be provided that indicates how the goal presented to the patient (user) has changed in the past. If the target is modified in the goal modification interface 240, May be reflected and displayed on the display unit 250.

Next, the server 200 includes

areas

227a and 227b where the positioning tool or a part of the body is located when the user places the positioning tool or a part of the body on the heat map 210 of the first area The highlighted portion of the graph 220 of the second region corresponding to the specific item of the first axis 211a with the largest curvature on the graph or highlighted portion 226 may be displayed.

2B, when the mouse cursor is positioned at one of the morning / lunch / evening / midnight areas corresponding to the 29th day of the heat map 210 (for example, 227a), the graph corresponding to day 29 An alternate long and short dashed line 226 highlighting the corners of the screen may be displayed to assist the medical staff or the user to easily grasp the data of the date.

Further, even when the positioning tool or a part of the body is positioned within a predetermined radius (for example, 227b) of a specific point on the graph 220 other than the heat map 210, the two-dot chain line 226 is displayed, The heat map area corresponding to the date axis may be highlighted and displayed.

The embodiments of the present invention described above can be implemented in the form of program instructions that can be executed through various computer components and recorded on a computer-readable recording medium. The computer-readable recording medium may include program commands, data files, data structures, and the like, alone or in combination. The program instructions recorded on the computer-readable recording medium may be those specially designed and constructed for the present invention or may be those known and used by those skilled in the computer software arts. Examples of computer-readable recording media include magnetic media such as hard disks, floppy disks and magnetic tape, optical recording media such as CD-ROMs and DVDs, magneto-optical media such as floptical disks, media, and hardware devices specifically configured to store and execute program instructions such as ROM, RAM, flash memory, and the like. Examples of program instructions include machine language code such as those generated by a compiler, as well as high-level language code that can be executed by a computer using an interpreter or the like. The hardware device may be configured to operate as one or more software modules for performing the processing according to the present invention, and vice versa.

While the present invention has been particularly shown and described with reference to exemplary embodiments thereof, it is to be understood that the invention is not limited to the disclosed exemplary embodiments, but, on the contrary, Those skilled in the art will appreciate that various modifications, additions and substitutions are possible, without departing from the scope and spirit of the invention as disclosed in the accompanying claims.

Therefore, the spirit of the present invention should not be construed as being limited to the above-described embodiments, and all of the equivalents or equivalents of the claims, as well as the following claims, I will say.

Claims

A method for visualizing life log data of a patient in the form of a heat map,

(a) obtaining, from a user terminal or a predetermined sensor, a user's life record data, wherein the life record data includes numerical information indicating date information, time information, and a predetermined amount; And

(b) the server determines a plurality of items of the first axis with reference to the date information, and determines a plurality of items of the second axis with reference to the time information, wherein items of the first axis and items of the second axis And the heat map is generated by visualizing the sum of the numerical information or the numerical information corresponding to each of the plurality of numerical information and the numerical information respectively corresponding to the predetermined color In a first area on the screen of the display device;

&Lt; / RTI >
The method according to claim 1,

In the step (b), the item of the second axis is determined with reference to a time interval,

The server generates a heat map by visualizing the sum of the numerical information or the numerical information corresponding to each of the areas where the item of the first axis and the item of the second axis intersect with the predetermined color, .
The method according to claim 1,

Wherein the heat map includes a tile-shaped graphic element filled with the predetermined color, each area in which items of the first axis and items of the second axis intersect with each other.
The method according to claim 1,

Wherein when the user of the predetermined terminal places the positioning tool or a part of the body on the heat map of the first region, among the plurality of regions in which the items of the first axis and the items of the second axis intersect with each other, Or detailed information of the life record data for an area where a part of the body is located is provided.
The method according to claim 1,

When a user of the predetermined terminal operates the position specifying tool or a part of the body in a first pattern in a state in which the position specifying tool or a part of the body is positioned on the heat map of the first region,

Wherein the server is further configured to reduce the distance between items of the first axis of the heat map and adjacent items of at least some axes of the items of the second axis so that the item of at least some of the items of the first axis and the items of the second axis Visualizing the sum of the numerical information or the numerical information corresponding thereto in the predetermined color to generate a heat map, and changing the first map to the first area to display the heat map.
The method according to claim 1,

When each item of the first axis is determined as a date,

When the user of the predetermined terminal operates the position specifying tool or a part of the body in the second pattern in a state in which the position specifying tool or the part of the body is positioned on the heat map of the first region,

The server determines the unit of each item of the first axis determined as the date by referring to the strength or the moving distance of the second pattern and if the strength or the moving distance is less than a predetermined threshold, And a second step of generating a heat map by visualizing the sum of the numerical information corresponding to each item of the first axis determined by the A as the predetermined color, In addition,

Wherein the unit of each item of the first axis determined as the date is B - the B includes more dates than the A - if the strength or the moving distance is greater than or equal to a predetermined threshold, Visualizing the sum of the numerical information corresponding to each item of the determined axis on the predetermined color to generate a heat map, and changing and displaying the generated heat map in the first area.
The method according to claim 1,

Wherein the server analyzes the color patterns appearing in the heat map generated by referring to the life record data of a plurality of users so that at least two types of the color patterns are determined and managed,

And presenting a customized target to the user according to the type of the color pattern appearing in the user.
The method according to claim 1,

When the user of the predetermined terminal selects a specific area of the heat map through the positioning tool or a part of the body while the heat map is provided in the first area on the screen,

Wherein the server displays the highlighted area having the same color attribute as the color attribute corresponding to the selected specific area.
The method according to claim 1,

Wherein the server provides a graph corresponding to the information about the heat map provided in the first region on the basis of the first axis and the second axis of the second region,

Displays the item of the first axis for representing the heat map of the first region and the item of the first axis for representing the graph of the second region so as to correspond to each other, And numerical information about the second axis for representing the graph of the second region is determined with reference to numerical information corresponding to at least a part of items of the item of the second axis for embedding.
10. The method of claim 9,

Wherein the server overlaps the target numerical value of the user corresponding to the date information indicated by the item of the first axis for representing the graph of the second region on the graph in a solid line or a dotted line, &Lt; / RTI >
10. The method of claim 9,

Wherein the server places the positioning tool or a part of the body on the heat map of the first region when the user of the predetermined terminal places the positioning tool or a part of the body on the heat map of the first region, Wherein a part of the second area corresponding to a specific item having the largest curvature on the graph or a part where the angle of the graph changes is highlighted and displayed.
A server for visualizing life record data of a patient in a heat map form,

Life record data of a user from a user terminal or a predetermined sensor, the life record data including numerical information indicating date information, time information, and a predetermined amount; And

A plurality of items of the first axis are determined with reference to the date information of the life record data acquired by the communication unit and a plurality of items of the second axis are determined with reference to the time information, Visualizing the sum of the numerical information or the numerical information corresponding to each item of the second axis as a predetermined color and a property of the color depending on a range of values representing the predetermined color to generate a heat map, A processor for displaying a map in a first area on a screen of a predetermined terminal;

/ RTI >
13. The method of claim 12,

Wherein items of the second axis are determined with reference to a time interval,

The processor generates a heat map by visualizing the sum of the numerical information or the numerical information corresponding to each of the areas in which the item of the first axis and the item of the second axis intersect with the predetermined color, In response to the request.
13. The method of claim 12,

Wherein the heat map includes a graphic element in the form of a tile in which each area in which the item of the first axis and the item of the second axis intersect each other is filled with the predetermined color.
13. The method of claim 12,

Wherein when the user of the predetermined terminal places the positioning tool or a part of the body on the heat map of the first region, among the plurality of regions in which the items of the first axis and the items of the second axis intersect with each other, Or detailed information of the life record data for an area in which a part of the body is located is provided.
13. The method of claim 12,

When each item of the first axis is determined as a date,

When the user of the predetermined terminal operates the position specifying tool or a part of the body in the second pattern in a state in which the position specifying tool or the part of the body is positioned on the heat map of the first region,

The processor determines the unit of each item of the first axis determined as the date by referring to the intensity or the moving distance of the second pattern and if the intensity or the moving distance is less than a predetermined threshold, And a second step of generating a heat map by visualizing the sum of the numerical information corresponding to each item of the first axis determined by the A as the predetermined color, In addition,

Wherein the unit of each item of the first axis determined as the date is B - the B includes more dates than the A - if the strength or the moving distance is greater than or equal to a predetermined threshold, Visualizes the sum of the numerical information corresponding to each item of the determined axis on the predetermined color to generate a heat map, and displays the changed map in the first area.
13. The method of claim 12,

Wherein the processor analyzes the color patterns appearing in the heat map generated by referring to the life record data of a plurality of users to determine at least two types of the color patterns,

Wherein the server presents a customized goal to the user according to the type of the color pattern appearing in the user.
13. The method of claim 12,

When the user of the predetermined terminal selects a specific area of the heat map through the positioning tool or a part of the body while the heat map is provided in the first area on the screen,

Wherein the processor displays the highlighted area having the same color attribute as the color attribute corresponding to the selected specific area.
13. The method of claim 12,

Wherein the processor provides a graph corresponding to information on the heat map provided in the first region with respect to a first axis and a second axis of the second region,

Displays the item of the first axis for representing the heat map of the first region and the item of the first axis for representing the graph of the second region so as to correspond to each other, Wherein the numerical information for the second axis for representing the graph of the second area is determined with reference to numerical information corresponding to at least a part of the item of the second axis for embedding.
20. The method of claim 19,

Wherein the processor superimposes the target numerical value of the user corresponding to the date information represented by the item of the first axis for representing the graph of the second region on the graph in a solid line or a dotted line, Server.