WO2016093622A1 - Procédé d'accompagnement spécialisé reposant sur un terminal mobile, terminal mobile et support d'enregistrement lisible par ordinateur sur lesquels est enregistré ledit procédé - Google Patents

Procédé d'accompagnement spécialisé reposant sur un terminal mobile, terminal mobile et support d'enregistrement lisible par ordinateur sur lesquels est enregistré ledit procédé Download PDF

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Publication number
WO2016093622A1
WO2016093622A1 PCT/KR2015/013463 KR2015013463W WO2016093622A1 WO 2016093622 A1 WO2016093622 A1 WO 2016093622A1 KR 2015013463 W KR2015013463 W KR 2015013463W WO 2016093622 A1 WO2016093622 A1 WO 2016093622A1
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WIPO (PCT)
Prior art keywords
information
user
coaching
program
mobile terminal
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PCT/KR2015/013463
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English (en)
Korean (ko)
Inventor
진창호
Original Assignee
경희대학교 산학협력단
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Application filed by 경희대학교 산학협력단 filed Critical 경희대학교 산학협력단
Priority to US15/534,648 priority Critical patent/US20180268735A1/en
Priority to CN201580067366.3A priority patent/CN107004242B/zh
Priority claimed from KR1020150174916A external-priority patent/KR101941273B1/ko
Publication of WO2016093622A1 publication Critical patent/WO2016093622A1/fr

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    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04W—WIRELESS COMMUNICATION NETWORKS
    • H04W4/00—Services specially adapted for wireless communication networks; Facilities therefor
    • H04W4/02—Services making use of location information
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/02—Detecting, measuring or recording pulse, heart rate, blood pressure or blood flow; Combined pulse/heart-rate/blood pressure determination; Evaluating a cardiovascular condition not otherwise provided for, e.g. using combinations of techniques provided for in this group with electrocardiography or electroauscultation; Heart catheters for measuring blood pressure
    • A61B5/024—Detecting, measuring or recording pulse rate or heart rate
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01P—MEASURING LINEAR OR ANGULAR SPEED, ACCELERATION, DECELERATION, OR SHOCK; INDICATING PRESENCE, ABSENCE, OR DIRECTION, OF MOVEMENT
    • G01P15/00—Measuring acceleration; Measuring deceleration; Measuring shock, i.e. sudden change of acceleration
    • G01P15/02—Measuring acceleration; Measuring deceleration; Measuring shock, i.e. sudden change of acceleration by making use of inertia forces using solid seismic masses
    • G01P15/08—Measuring acceleration; Measuring deceleration; Measuring shock, i.e. sudden change of acceleration by making use of inertia forces using solid seismic masses with conversion into electric or magnetic values
    • G01P15/09—Measuring acceleration; Measuring deceleration; Measuring shock, i.e. sudden change of acceleration by making use of inertia forces using solid seismic masses with conversion into electric or magnetic values by piezoelectric pick-up
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
    • G01S19/00—Satellite radio beacon positioning systems; Determining position, velocity or attitude using signals transmitted by such systems
    • G01S19/01—Satellite radio beacon positioning systems transmitting time-stamped messages, e.g. GPS [Global Positioning System], GLONASS [Global Orbiting Navigation Satellite System] or GALILEO
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H40/00—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices
    • G16H40/60—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the operation of medical equipment or devices
    • G16H40/67—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the operation of medical equipment or devices for remote operation
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16Z—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS, NOT OTHERWISE PROVIDED FOR
    • G16Z99/00—Subject matter not provided for in other main groups of this subclass
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N23/00—Cameras or camera modules comprising electronic image sensors; Control thereof
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04W—WIRELESS COMMUNICATION NETWORKS
    • H04W4/00—Services specially adapted for wireless communication networks; Facilities therefor
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04W—WIRELESS COMMUNICATION NETWORKS
    • H04W4/00—Services specially adapted for wireless communication networks; Facilities therefor
    • H04W4/02—Services making use of location information
    • H04W4/029—Location-based management or tracking services
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04W—WIRELESS COMMUNICATION NETWORKS
    • H04W4/00—Services specially adapted for wireless communication networks; Facilities therefor
    • H04W4/12—Messaging; Mailboxes; Announcements

Definitions

  • the present invention relates to a mobile terminal-based life coaching method, a mobile terminal and a computer-readable recording medium recording the method, and more particularly, to a user using a mobile terminal capable of extracting a user's state and situation.
  • the present invention relates to a mobile terminal-based life coaching method that enables a useful life coaching function, a mobile terminal, and a computer-readable recording medium recording the method.
  • standard behaviors that is, standard behaviors that are generally beneficial to individuals or groups in their groups, such as office workers, patients, and students.
  • the standard behaviors required by office workers, the standard behaviors required by patients, and the standard behaviors required by students are different, and these standard behaviors are statistically similar to each other in the group.
  • office workers have a relatively standard time such as work time, lunch time, and work time, and activities such as business trips and dinners can also be standardized. These standard behaviors can be applied to patients or students as well.
  • the Internet on the other hand, consists of a huge number of computers and computer networks that interconnect these computers globally through communication links.
  • the World Wide Web allows a server computer system (eg a web server or website) to send graphical web pages of information to a remote client computer system.
  • a server computer system eg a web server or website
  • Such a remote client computer system may display web pages of various screens received from a server computer.
  • mobile networks such as 2G, 3G, 4G, 5G, LTE, WIFI network, Bluetooth communication network, cellular communication network, CDMA communication network, LTE communication network, Ethernet communication network, WiMAX communication network, local area network (LAN), wide area network (WAN), RF
  • wireless communication networks such as communication networks, infrared communication networks, and optical communication networks have made rapid progress, various systems have been developed using such wireless communication networks.
  • Conventional smart phones, smart pads, smart watches, and various wearable devices detect a user's blood pressure, pulse rate, exercise amount, activity amount, and the like, and display the detected result to the user.
  • the user may set a normal range for the detected one-dimensional information and may receive attention or guidance when it is out of the range.
  • the normal range of the exercise amount may be set differently according to the health condition of the user such as the presence or absence of a disease
  • the normal range of the pulse may be differently set according to the situation of the user such as participating in a sporting event.
  • the number of information that needs to be monitored may be different and the information may be obtained from other devices so that each manufacturer can consider the user's status and situation and all types of information to be collected. It is not possible to set the optimum normal range. This is true even when the user directly enters the normal range.
  • the user can be informed of various life coaching information which is very beneficial to the user according to the actual user's state and situation based on the standard guideline to be followed by the user.
  • various life coaching information which is very beneficial to the user according to the actual user's state and situation based on the standard guideline to be followed by the user.
  • the user type information is extracted from the input diagnosis information, and the lifestyle prescription corresponding to the user type information is transmitted to the mobile phone such as the patient's smartphone.
  • the terminal can automatically print out at the right time and the right place in the right way, and the lifestyle prescriptions are stored in mobile devices such as smartphones so that notifications, recommendations, and cautions can be followed.
  • the mobile terminal-based life coaching method and mobile terminal and this method are used to enable active self-management that can be avoided in advance by storing and visualizing disease-specific coaching and lifestyle prescription compliance.
  • the present invention provides a recording medium that can be read by a computer.
  • the type information may be expressed in sequential codes such as "type A”, “type B”, “type C”, or in a code form containing meaning such as "flu-initial-infant".
  • One example of information that may be provided is "prescription information" given to early flu patients.
  • the mobile terminal is a user type that receives user type information
  • An information input program a standard guideline information extracting program for extracting standard guideline information corresponding to the user type information, a sensing program receiving input sensing information from at least one sensing unit, and state and situation information of the user from the sensing information;
  • a life coaching program for extracting the living coaching guide information conforming to the standard guideline information according to the extracted state and situation information and the type information at a suitable place at a suitable time, and storing the user type information
  • User types A database, a standard guideline information database in which the standard guideline information is stored, a sensing information database in which the sensing information is stored, and a living coaching guide information database in which the living coaching guide information is stored, and (a) the user type information.
  • Receiving user type information by an input program (b) extracting, by the standard guideline information extraction program, standard guideline information corresponding to the user type information; (c) receiving sensing information from at least one sensing unit by the sensing program; And (d) extracting the user's status and situation information from the sensed information by the living coaching program and matching the living coaching guide information corresponding to the standard guideline information according to the extracted status and situation information at a suitable time.
  • Outputting in a suitable manner in the; may include.
  • the diagnostic information for deriving the user type information includes diagnostic information for each type
  • the mobile terminal includes a diagnostic information input program for receiving the diagnostic information and a diagnostic information database for storing the diagnostic information.
  • the mobile terminal may include at least one of a smart phone, a smart watch, a wearable smart device, and a combination thereof.
  • the diagnostic information at least a diagnostic picture file, a diagnostic text file, a diagnostic text file, a mail file, a character recognition file, a scan file, an electronic document file that can be stored only in a mobile terminal for privacy protection.
  • the user diagnostic information input program may be a character recognition program that automatically recognizes a diagnosed disease name or a prescribed medicine name among the characters included in the file.
  • the standard guideline information at least taking time / administration / out-of-prescription drug information / side effects / combination prescription medicine-related coaching information related to drug use, brushing teeth / hand washing / bath / laundry, etc.
  • Related hygiene coaching information environmental coaching information related to environment such as temperature / humidity / fine dust / yellow dust / radioactivity, health coaching information such as wearing masks / gloves / sanitary / disinfection, exercise time / intensity / frequency / consumption calories Exercise coaching information related to back exercise, health coaching information related to health, such as meal time / weather time / bedtime / habit / diet, and any combination thereof may be selected.
  • the life coaching guide information at least time / action, such as notification information to inform you to do, not to do / attention to inform you to know what to do, etc.
  • notification information to inform you to do
  • not to do / attention to inform you to know what to do etc.
  • the detection unit at least a camera, a GPS sensor that can determine the location of the user, a wifi detection unit using wifi, acceleration sensor, gyroscope sensor, which can grasp the amount of activity or activity or direction, voice of the user / Mic sensor, voice recognition sensor, motion-sensitive motion sensor, proximity sensor, infrared sensor, sleep environment, lighting, etc.
  • Character sensor to detect stress or depression index through search sensor, search word, photo recognizer to recognize user's expression, temperature sensor to grasp temperature, temperature to grasp temperature through temperature data Recognition unit, a message recognition unit that can recognize the user's psychology through the text or message, it is possible to identify the other Lutus recognition unit, app recognition unit to understand app usage, call volume recognition unit to understand call volume, weather recognizer that receives weather information from Meteorological Agency, heart rate sensor, blood pressure sensor, body temperature sensor, blood flow sensor and combinations thereof It can be made by selecting any one of these.
  • the state and situation information at least time / location / conversation, meal information for determining the meal, outing information for determining the outing to the location of the user who has been separated or returned based on the place of residence or working place, use time Or sleep information for determining bedtime and weather based on light quantity, exercise information for determining exercise with a user's position or acceleration, emotion information for determining emotion with a detected conversation / message / photo, and detected conversation / text / location.
  • eating information to determine eating
  • drinking information to determine the pattern by Bluetooth / location / conversation
  • environmental information to determine the environment by temperature / location / time / body temperature, and combinations thereof.
  • the life coaching guidance information is displayed at least through the display, speaker, vibrator of the mobile terminal, the mobile terminal, the performance result of collecting the user's performance result information And an information collection program, a performance result information collecting program for automatically collecting performance result information of a user through a sensing unit, and a performance result information database storing the performance result information.
  • step (d) the life coaching guidance information is displayed at least through the display, speaker, vibrator of the mobile terminal, the mobile terminal, the performance result of collecting the user's performance result information And an information collection program, a performance result information collecting program for automatically collecting performance result information of a user through a sensing unit, and a performance result information database storing the performance result information.
  • the mobile terminal further includes a visualization program for converting the state and situation information or the performance result information into visualization information, and a visualization information database in which the visualization information is stored.
  • a visualization program for converting the state and situation information or the performance result information into visualization information
  • a visualization information database in which the visualization information is stored.
  • the mobile terminal includes a user information input program for receiving user information, a user information database for storing the user information, and before the step (a), (g) inputting the user information.
  • the method may further include receiving the user information by a program.
  • a mobile terminal capable of implementing the life coaching method according to the idea of the present invention for solving the above problems, the user type information input program for receiving the user type information, the standard guideline information corresponding to the user type information is extracted
  • a standard guideline information extracting program a sensing program receiving input of sensing information from at least one sensing unit, extracting a user's pattern and context information from the sensing information, and extracting the user's pattern and context information from the sensing information.
  • a living coaching program for outputting matching living coaching guide information in a suitable place at a suitable time, a user type information database in which the user type information is stored, a standard guideline information database in which the standard guideline information is stored, and A sensing information database in which the information is stored, and a living coaching guide information database in which the living coaching guidance information is stored, wherein the user type information is input by the user type information input program, and the standard guideline information extraction program is received. Extracts the standard guideline information corresponding to the user type information, receives the sensing information from the at least one sensing unit by the sensing program, and the user's state and situation from the sensing information by the living coaching program.
  • the controller may be configured to extract the information and output the living coaching guide information corresponding to the standard guideline information according to the extracted state and situation information in a suitable manner at a suitable place at a suitable time.
  • a computer-readable recording medium recording a mobile terminal-based life coaching method that can be carried by the user according to the spirit of the present invention for solving the above problems
  • the mobile terminal is a user receiving user type information
  • a type information input program a standard guideline information extracting program for extracting standard guideline information corresponding to the user type information, a sensing program receiving input of sensing information from at least one sensing unit, and state and situation information of the user from the sensing information
  • a life coaching program for extracting the living coaching guide information corresponding to the standard guideline information according to the extracted state and situation information in a suitable place at a suitable time and the user type information in which the user type information is stored
  • Database awards A standard guideline information database in which standard guideline information is stored, a sensing information database in which the sensing information is stored, and a life coaching guide information database in which the living coaching guide information is stored, and (a) in the user type information input program.
  • the mobile terminal such as a patient's smart phone to prescribe the lifestyle Can automatically print at the right time and at the right place according to the user's status and situation, and remind the patient of the lifestyle prescription according to the place and time in three types: notification / recommendation / attention.
  • Prescription compliance can be observed, and disease-specific coaching and lifestyle prescription compliance history can be stored and visualized to enable active self-management to avoid non-compliance and to avoid disease management.
  • the scope of the present invention is not limited by these effects.
  • FIG. 1 is a conceptual diagram illustrating a mobile terminal capable of implementing a mobile terminal-based life coaching method according to some embodiments of the present invention.
  • FIG. 2 is a flowchart illustrating a mobile terminal-based life coaching method according to some embodiments of the present invention.
  • FIG. 3 is a flowchart illustrating a mobile terminal-based life coaching method according to some other embodiments of the present invention.
  • FIG. 4 is a diagram illustrating statistical techniques that may be used in a mobile terminal based life coaching method according to some other embodiments of the invention.
  • FIG. 5 is a diagram illustrating an example of analysis and modeling techniques and methods for grasping a user's state and situation that may be used in a mobile terminal-based daily coaching method according to another embodiment of the present invention. .
  • FIG. 6 is a diagram illustrating an example of analysis and modeling techniques and methods for grasping a user's state and situation that may be used in a mobile terminal-based life coaching method according to another embodiment of the present invention. .
  • FIG. 7 is a diagram illustrating a health profiling method that may be used in the mobile terminal-based life coaching method according to some other embodiments of the present invention.
  • FIG. 8 is a diagram illustrating a monitoring method for each monitoring technique that may be used in a mobile terminal-based life coaching method according to some other embodiments of the present invention.
  • FIG. 9 is a diagram illustrating a visualization method that may be used in a mobile terminal-based life coaching method according to some other embodiments of the present invention.
  • FIGS. 10 and 11 are diagrams illustrating examples of disease-specific (cold) coaching target items and notifications or cautions or recommendations in a mobile terminal-based life coaching method according to some embodiments of the present invention.
  • FIG. 12 is a diagram illustrating measurement detectors that may be used in a mobile terminal-based life coaching method according to some other embodiments of the present disclosure.
  • FIG. 1 is a conceptual diagram illustrating a mobile terminal 100 that can implement a mobile terminal-based life coaching method according to some embodiments of the present invention.
  • a mobile terminal 100 capable of implementing a mobile terminal-based life coaching method according to some embodiments of the present invention includes a sensor 10, a program PG, and a database. It may include a control unit 40 consisting of (DB).
  • the mobile terminal 100 may be a smartphone capable of communication.
  • the mobile terminal 100 is installed with a variety of applications, apps, hybrid apps, programs, etc., it is possible to talk with other mobile terminals through a communication network, the connected terminals, the existing 2G, 3G, 4G, Communication networks such as mobile communication network such as LTE, WIFI network, Bluetooth communication network, cellular communication network, CDMA communication network, LTE communication network, Ethernet communication network, WiMAX network, local area network (LAN), wide area network (WAN), RF communication network, infrared communication network, optical communication network, etc.
  • mobile communication network such as LTE, WIFI network, Bluetooth communication network, cellular communication network, CDMA communication network, LTE communication network, Ethernet communication network, WiMAX network, local area network (LAN), wide area network (WAN), RF communication network, infrared communication network, optical communication network, etc.
  • Internet browser Netscape, Internet Explorer, etc.
  • XML XML
  • HTML5 HyperText Markup Language
  • protocol device for in-house or external or short-range / distance wired / wireless network connection.
  • the mobile terminal 100 is not limited to a smart phone, but also when the user 2 such as a smart wrist watch, smart band, smart clothing, PDA, smart pad, laptop, smart camera, smart camcorder, e-book, etc. moves.
  • Various wearable smart devices that can be carried or worn can be applied.
  • the detection unit 10 is at least a camera 11, a GPS sensor 12 that can determine the location of the user or a wifi detection unit using wifi, an acceleration sensor 13 that can determine the amount of motion or direction, Gyroscope sensor 14, a microphone sensor 15 that can grasp the user's voice / conversation with others / ambient noise / coughing / moaning sound, voice recognition sensor 16, motion sensor that can recognize motion 17, the proximity sensor 18, the infrared sensor 19, the illumination sensor 20 can grasp the sleep environment or lighting, the character recognition unit 21 that can grasp the stress or depression index through the search word, Photo recognizing unit 22 that can recognize the user's expression, temperature sensor 23 that can grasp the temperature, temperature recognition unit 24 that can grasp the temperature through the temperature data, psychology of the user through text or message Message recognition unit 25, which can recognize the proximity Bluetooth recognition unit 26 to identify other people, app recognition unit 27 to understand the use of the app, call volume recognition unit 28 to determine the call volume, weather recognition unit received weather information from the Meteorological Agency, heart rate sensor (29), blood pressure sensor 30,
  • the controller 40 may receive user type information, extract standard guideline information corresponding to the user type information, receive sensing information from the sensing unit, and state and situation information of the user from the sensing information. It is programmed to extract and output the life coaching guide information, it can be programmed by the manufacturer that manufactured the mobile terminal 100, or downloaded and installed from the online market can be installed.
  • the mobile terminal 100 may include a program controller PG for controlling a program and a database DB for storing various types of information.
  • a program controller PG for controlling a program
  • a database DB for storing various types of information.
  • the program PG includes a main program 41 for operating the entire program, a user information input program 42 for receiving user information, and a user for receiving user type information.
  • a type information input program 43 for receiving diagnostic information of a medical professional
  • a standard guideline information extraction program 45 for extracting standard guideline information corresponding to the user type information
  • the sensing program 46 which receives the sensing information from the sensing unit 10, extracts the user's state and situation information from the sensed information, and applies the living coaching guide information corresponding to the extracted state and situation information at a suitable time.
  • Life coaching program 47 that outputs in a suitable way at a place, performance results collecting user performance results information
  • the information collection program 48 may include a visualization program 49 for converting the state and situation information or the performance result information into visualization information, and another program 50 for supporting voice or data communication.
  • the main program 61 operates all programs, and expresses the results output by the programs in the form of a screen on the displayer D of the mobile terminal 100 or sounds on the speaker S. It may be expressed in the form, or in the form of vibration in the vibrator (V), it may be a program that can control all the programs according to the user's input information.
  • the user information input program 42 may be a program that receives basic information about the user, such as name, gender, age, address, height, weight, physical fitness, blood type, social security number, etc. have.
  • the user information may be used as basic reference information when extracting status and situation information or when coaching for life.
  • the user type information input program 43 is a program for receiving user type information.
  • the user type information is identification information given to a group of users to which the same standard guidelines are applied among all users to which life coaching is to be applied.
  • the user type information may be expressed in a sequential code such as "type A”, “type B", “type C”, or the like, or in a code form containing a meaning such as "flu-initial-infant".
  • a group of users may be determined through cluster analysis.
  • the user type information may be extracted from the diagnostic information for the user input through the diagnostic information input program 44, for example, the medical certificate 1 provided by a medical professional such as a doctor, a pharmacist or a nurse.
  • the diagnosis (1) may describe the sex, age, and name of the disease, and the preparation of the disease name may be inferred. Therefore, the user type information "Type A” or "Flu-early-infant" can be extracted from the certificate 1.
  • the diagnostic information may include various information about the user's disease name, the user's age, or prescription medicine.
  • the mobile terminal 100 may further include a diagnostic information input program 44 for receiving the diagnostic information, and a diagnostic information database in which the diagnostic information is stored. At least one of a diagnostic picture file, a diagnostic text file, a diagnostic text file, a mail file, a character recognition file, a scan file, an electronic document file, and combinations thereof, which can be stored only in a mobile terminal.
  • the information input program 44 may include a character recognition program for recognizing a diagnosed disease name or a prescribed medicine name among the characters included in the file.
  • the user may photograph the diagnosis 1 with a camera or a scanning tool of the mobile terminal 100, recognize the text as a text, and automatically format the user type.
  • one of the technical spirits of the present invention may be all based on the mobile terminal within the mobile terminal 100 without going through a separate network. Therefore, various types of hacking or cyber terrorism using the network are inherently impossible to maintain security, and the user or patient privacy can be guaranteed to the maximum, thereby allowing the user to use it with confidence.
  • the user diagnostic information may include information of a group to which the user belongs, such as an office worker, a patient, a student, a housewife, and the like.
  • the same standard guidelines can be applied to users in the same group because of similarity in the state or situation faced by users belonging to the same group.
  • the user when a user inputs information about a group to which the user belongs, the user may be informed of standard guideline information.
  • the standard guideline information extraction program 45 is a program for extracting standard guideline information corresponding to the user type information.
  • the standard guideline information extraction program 45 extracts standard guideline information that may help a user by referring to various databases. It can be a program that can.
  • the standard guideline information at least taking time / availability / out-of-prescription drug information / side effects / combination prescription medicine-related coaching information, such as toothbrushing / hand washing / bath / laundry hygiene coaching Information on the environment, such as temperature, humidity, fine dust, yellow dust, and radioactivity, health coaching information related to health, such as wearing masks, gloves, hygiene, and disinfection, exercise time, exercise intensity, exercise frequency, and consumption calories.
  • Health coaching information related to health such as related exercise coaching information, meal time / weather time / bedtime / habits / eating habits, and combinations thereof may be selected.
  • the standard guideline information extraction program 45 extracts standard guideline information corresponding to the user type information so that any one of the standard guideline information can be output at an appropriate time and at a suitable place in an appropriate manner. You can prepare.
  • the sensing program 46 is a program that receives sensing information from at least one or more sensing units 10, and receives sensing information collected by the various sensing units 10 sequentially or simultaneously. It can be a program that can.
  • the mobile terminal 100 may detect the behavior state or the health state of the user through the detection program 46.
  • the life coaching program 47 extracts the user's state and situation information from the sensed information and outputs the life coaching guide information matching the extracted state and situation information in a suitable place at a suitable time.
  • the sensing information collected to extract the state and situation information may be one-time information or pattern-type information that accumulates for a long time and shows a statistically constant pattern.
  • the state and situation information may include at least meal information for determining meals at a time / location / conversation, outing information for determining outing to a location of a user who has been displaced or returned based on a place of residence or a work place, time of use or amount of light.
  • bedtime information to determine the bedtime and weather based on the user, exercise information to determine the movement of the user's position or acceleration, emotion information to judge the emotions by the detected dialogue / message / photo, judgment of eating out by the detected dialogue / text / location
  • It may be any one or more of the eating information, the drinking information to determine the dinner by Bluetooth / location / conversation, the environmental information to determine the environment by temperature / location / time / body temperature, and combinations thereof.
  • the life coaching guide information that is guided to the user at the right time and in the right place through the above state and situation information, notification information that tells what to do, such as at least time / action, what should not / be careful It may be one or more of the attention information that informs you, recommended information that tells you what to do, and combinations thereof.
  • the mobile terminal 100 extracts standard guideline information that may be helpful to the user by inferring the user type information from, for example, the name of the user or the type of the prescribed medicine through the type information or diagnostic information of the user.
  • the living coaching guide information which is one or more of the standard guideline information, is notified in advance or afterwards according to the user's status and situation at a suitable place at a suitable time.
  • Guidance can be given in the form of caution, recommendation, etc.
  • the user may display the screen, sound through the display device (D), the speaker (S) or the vibrator (V) in the mobile terminal 100 at a suitable time and place according to their condition and situation for health.
  • the guide can be conveniently performed.
  • Examples of lifestyle prescription coaching may include coaching for the environment, coaching for medications, coaching for health and prevention, and coaching for hygiene.
  • Coaching is done according to established rules.
  • Coaching rules may be indicated by the state and situation in which coaching is to be made and the content of coaching to be performed in that state and situation.
  • the conditions that can be specified in the coaching rules to be applied in the example of coaching for the bedtime environment are in the early stages of the flu, the cough is high, and the conditions that can be specified in the coaching rules to be applied are at home just before bedtime and in the bedroom humidity and temperature
  • coaching is outside the range of humidity and temperature prescribed by the doctor and the coaching to be carried out in the condition and situation may be to switch the sleeping environment to the range of humidity and temperature prescribed by the doctor or as recommended in the professional information.
  • the latitude and longitude of the terminal location is determined by the GPS detection unit or the wifi information of the smartphone as a method of checking whether the patient is in the situation. You can assume that you are at home.
  • the time of the smartphone or the illumination sensor of the smartphone can check whether it is bedtime.
  • the surrounding environment of the user's terminal may be determined by the humidity detector, the temperature detector, and the microphone detector of the mobile terminal detector 10.
  • the corresponding coaching content may be executed.
  • the payment text message is sent after the meal, and the contents of the text message.
  • you're involved in a restaurant you know if it's a restaurant. And you can see that you have eaten.
  • this information is gathered for a day or two, that is, the payment text is repeated and it is lunchtime and then the restaurant becomes clearer over time.
  • information about the microphone detector is added, and information such as the order sound of the restaurant and the noise of the restaurant can be estimated more accurately.
  • a method of estimating a meal time may be derived from a form in which a user inputs a scheduled time for breakfast, lunch, and dinner at the beginning of a day, and checks whether a meal is made when the time comes. have.
  • the location is determined by the GPS sensor or wifi and the location is not a place of residence or work, the restaurant is likely to be eating, and if the restaurant name is stamped on the payment text, the meal is finished.
  • the location is determined by a GPS sensor or wifi sensor and the location is not a place of residence or work, and the restaurant is located, a meal with a co-worker is provided when there is a smart phone terminal found within the workplace within a short distance through the Bluetooth sensor. It is likely to be.
  • the movement is recognized by the acceleration detector and the gyroscope detector and the movement stops during the meal time, if there is a smartphone terminal found in the workplace within the Bluetooth proximity from the location, eat with a co-worker There is a high probability. This can be confirmed even when eating in the cafeteria.
  • a sound sensor such as a microphone may be used to receive information such as food menus, servings, etc. to determine whether or not to eat.
  • the end phrase of the meal can be recognized through the end phrases such as "Wake up?" And “Let's go.”
  • the user is a student, check the airspace time by inputting the timetable, and if the user enters the restaurant dense area by the GPS sensor or the wifi detector during the airtime during mealtimes, the probability of eating is high. If you come out, it is likely to end the meal. In addition, it can be checked through the payment text in the airspace without GPS. In school cafeteria, GPS can be recognized as a school.
  • the timetable is input to check the air gap time and recognize the movement through the acceleration detector and gyroscope detector during the meal time during the meal time. If the movement of the smartphone stops or becomes very small, there is a high probability that you will be eating together after class if there is a smartphone terminal found within the previous timetable time within close proximity to Bluetooth.
  • the user is a young woman, check whether the restaurant (indoor) enters through the GPS detector or wifi detector, and if you use the camera function during the meal time, it is likely to take a picture of food, so the probability that the meal started This is high. In addition, it is likely that the meal was terminated and moved at the moment when the acceleration detector increased in consideration of the point of movement when the meal was finished.
  • the smartphone when the user is eating alone at home, it can be seen that the smartphone is fixed when there is no movement of the smartphone through the gyroscope detection unit, it can be determined that watching the video using the video function. If the time zone is meal time, it can be judged that watching video while eating. It is possible to guess that if you stop or end the video function and move your smartphone if you move and end your meal.
  • FIG. 4 is a diagram illustrating statistical techniques that may be used in a mobile terminal based life coaching method according to some other embodiments of the invention.
  • FIG. 4 there may be various types of statistical techniques for developing an algorithm for identifying a habitual non-compliance situation by analyzing coaching non-compliance-causing factors with location, time, and place information.
  • data mining techniques and advanced statistical techniques may be used.
  • FIG. 5 is a diagram illustrating an example of analysis and modeling techniques and methods for grasping a user's state and situation that may be used in a mobile terminal-based daily coaching method according to another embodiment of the present invention. .
  • FIG. 6 is a diagram illustrating an example of analysis and modeling techniques and methods for grasping a user's state and situation that may be used in a mobile terminal-based life coaching method according to another embodiment of the present invention. .
  • FIG. 7 is a diagram illustrating a health profiling method that may be used in the mobile terminal-based life coaching method according to some other embodiments of the present invention.
  • an individual healthcare profiling method and system based on daily life and social life data may be additionally implemented, and setting of a profile for monitoring is required before user monitoring is performed, and existing health Application to profiling techniques is possible, and healthcare profiling methods through this may also vary.
  • FIG. 8 is a diagram illustrating a monitoring method for each monitoring technique that may be used in a mobile terminal-based life coaching method according to some other embodiments of the present invention.
  • user monitoring using a mobile / wearable device may be additionally implemented in daily life and social life. Monitoring for predicting or diagnosing the state of health according to the user's behavior / behavior / activity / psychology / interpersonal patterns in life is required, and such monitoring techniques may vary.
  • FIG. 9 is a diagram illustrating a visualization method that may be used in a mobile terminal-based life coaching method according to some other embodiments of the present invention.
  • types of techniques for visualizing coaching history and non-coaching history log data and statistical and analysis information may also vary as illustrated.
  • FIGS. 10 and 11 are diagrams illustrating examples of disease-specific (cold) coaching target items and notifications or cautions or recommendations in a mobile terminal-based life coaching method according to some embodiments of the present invention.
  • examples of lifestyle prescriptions by disease and lifestyle prescriptions by combination of medicines to be provided in the lifestyle prescription preparation and transmission module may vary.
  • such an example is for a cold, and such lifestyle prescription guide information may be provided to all diseases.
  • the type of lifestyle prescriptions to be provided may be classified into the form of notification, attention, recommendation.
  • FIG. 12 is a diagram illustrating measurement detectors that may be used in a mobile terminal-based life coaching method according to some other embodiments of the present disclosure.
  • Java and Android the computer languages required for Android application creation, can be utilized to code the BACK-END analysis algorithm, including the UI of the application.
  • FIG. 1 An example of the type of smart phone sensing technology that can collect the life log data to be used after the development of such an application is shown in FIG. 1
  • the performance result information collection program 48 is a program that collects the performance result information of the user
  • the user is a program for collecting whether or not to perform the life coaching guidance information guided from the mobile terminal 100 Can be.
  • the user may input whether to perform the operation by touching a popup window such as “Yes” or “No” on a screen such as “Did you take medicine?”.
  • the performance result information collection program 48 is a performance result information collection program that automatically collects performance result information of a user through a sensing unit, and provides information on the life coaching guide information that the user has received from the mobile terminal 100. It may be a program that automatically collects whether or not to perform.
  • the visualization program 49 is a program for converting and outputting various information such as the state and situation information or the performance result information into visualization information, through which the user can easily grasp the trend of various information at a glance. have.
  • the visualization program 49 is inserted into the application in the form of a module through the development of R Package which is a statistical open source and capable of visualizing statistical information for statistical analysis and visualization, and is provided on a dashboard on the screen.
  • R Package which is a statistical open source and capable of visualizing statistical information for statistical analysis and visualization
  • the visualization program 49 is inserted into the application in the form of a module through the development of R Package which is a statistical open source and capable of visualizing statistical information for statistical analysis and visualization, and is provided on a dashboard on the screen.
  • R Package is a statistical open source and capable of visualizing statistical information for statistical analysis and visualization
  • the above-described programs may be installed when the manufacturer of the mobile terminal 100 is manufactured or the user may install the program by downloading an installation program from an online market accessible to the mobile terminal 100. It is also possible to update regularly.
  • the database DB includes a user information database 50 in which the user information is stored, a user type information database 51 in which the user type information is stored, and the standard guideline information.
  • the result information database 55 may include a visualization information database 56 storing the visualization information and another information database 57 storing other information.
  • databases (DB) can be updated through communication, and the databases (DB) updated through communication do not include personal information, which can also maintain security and protect the privacy of the individual. .
  • the database is a lifestyle prescription and coaching according to the drug prescription provides a lifestyle prescription and coaching suitable for the specific drug being prescribed, it is possible to build a relational database, using MySQL, Microsoft SQL Server, etc. Can be built using RDBMS.
  • a disease-specific lifestyle prescription database is built in the mobile terminal 100, and when a disease name is input, a recommendation list of lifestyle prescriptions may be extracted.
  • the mobile terminal 100 such as a smartphone of the patient may read it and guide the lifestyle prescription in real time.
  • the recommendation list of lifestyle prescriptions may be presented according to a prescription prescribed by a doctor.
  • Such automatic recommendation can be made by recommending a list of lifestyle prescriptions for the symptoms or diseases of the inferred patient based on the individual or combination prescription of the medication. For example, when medications A, B, and C are prescribed, information on lifestyle prescriptions related to the symptoms or diseases for which A is prescribed has already been established in the database and related to symptoms or diseases for which A and B are prescribed at the same time.
  • lifestyle prescriptions related to prescriptions of A drugs and combinations of A and B drugs can be extracted from the recommendation list.
  • the lifestyle recommendation list by disease and lifestyle recommendation list by prescriptions are analyzed by analyzing the previous selection history of the prescribing doctor and placing the lifestyle of the doctor's preference above the list or displaying it in the recommendation list in a preselected state.
  • the list of recommendations can be customized.
  • the method of photographing the medical certificate 1 is not necessarily limited, and in addition, the diagnosis and lifestyle prescription data of the doctor may be transmitted directly from the doctor terminal to the patient terminal through a local area network (Bluetooth, RFID, etc.).
  • a local area network Bluetooth, RFID, etc.
  • the method of transmitting through a local area network has the advantage that no personal information remains on the server.
  • the lifestyle prescription coaching and compliance recording application may be implemented in the form of an application that records / stores the coaching and lifestyle prescription compliance according to the situation of the patient.
  • Types of coaching services provided may include services such as alerts for information on lifestyle prescriptions, recommendations for efficient prescription compliance, and cautions provided when out of range.
  • the coaching / analysis result visualization dashboard that can be implemented by the above-described visualization program is a data dashboard for the coaching history of lifestyle prescriptions and patient compliance records and visualization of the analysis results. It is provided to the doctor at the next medical treatment to assist in the accurate diagnosis and planning of future care, and to prevent the patient from being in an unfavorable situation by proactively avoiding the triggering situation that may be undesirable for the patient. It can contribute to preemptive and preventive self-management.
  • Such a dashboard may be divided into a user dashboard driven in a user terminal and a pseudo dashboard driven in a pseudo terminal.
  • the doctor dashboard can be driven by receiving the user's past lifestyle prescription data, coaching history data, coaching compliance history data, and life log data after receiving approval from the user terminal. In this case, it can be implemented by utilizing a local area network to maintain security.
  • the sensing data collected from the sensing unit of the user's smartphone and the input data collected from the input device such as the keyboard of the smartphone are processed in the smartphone to identify the patient's state and situation, and the identified user.
  • the condition and the situation of the matched with the lifestyle prescription stored in the smart phone can match the specific state and situation of the rule-based coaching method described in the lifestyle prescription can provide the corresponding coaching.
  • the data processing grasping the user's state and situation based on the information extracted from the data processing, and the identified state and situation and Determination of coaching contents according to the matching result with the lifestyle prescription may be performed in the mobile terminal, and lifestyle coaching may be performed to the patient by outputting information necessary for coaching to the terminal of the patient.
  • the technical idea of the present invention is that most things happen in the smart phone to protect personal information, and the computational cost concentrated on the server is distributed to the personal smart phone for easy real-time analysis and action (feedback) and The data communication between smartphones is much less. That is, if the personal collection data is sent to the server and the feedback is required, the number of communication or the amount of communication data will be large.
  • a Bluetooth module may be installed in a doctor's PC, and a file (prescription, etc.) may be transmitted immediately after pairing the Bluetooth with the patient's smartphone Bluetooth. Later, data on compliance with the prescription can also be sent to the doctor's PC via pairing. Therefore, there is no need to store personal information.
  • Another option is to take a picture of your prescription and read it into the OCR. Of course, if you don't consider privacy, you can download it from the server.
  • FIG. 2 is a flowchart illustrating a mobile terminal-based life coaching method according to some embodiments of the present invention.
  • the mobile terminal-based life coaching method when the mobile terminal-based life coaching method according to some embodiments of the present invention is sequentially shown, the mobile terminal-based life coaching method according to some embodiments of the present invention And configuring the mobile terminal 100 to implement a mobile terminal-based life coaching method, and (a) receiving user type information by the user type information input program 43; and (b) Extracting the standard guideline information corresponding to the user type information by the standard guideline information extracting program 45, and (c) detecting information from the at least one sensing unit by the sensing program 46; Receiving the input step and (d) by the life coaching program 47, the user's state and situation information is extracted from the sensed information, and the extracted state and image Life Coaching Advice consistent with the information may comprise the step of outputting an appropriate way in the right place at the right time.
  • FIG. 3 is a flowchart illustrating a mobile terminal-based life coaching method according to some other embodiments of the present invention.
  • the user information input program 42 may receive the user information into the mobile terminal 100.
  • the user information may include basic user information.
  • the user type information input program 43 may receive user type information.
  • the user type information may be diagnostic information about a user input through the diagnostic information input program 44, for example, information about a user's illness or prescription medicine, which may be obtained by text recognition, etc., on a photograph of the diagnosis certificate 1 taken by a camera. Can be extracted from the field.
  • the standard guideline information extraction program 45 may extract standard guideline information corresponding to the user type information.
  • This standard guideline information includes information about user standard behavioral guidelines, such as, if the user type information is “flu-early-infant”, to get a good night's sleep, to replenish a lot of fluids, and to eat a vitamin-rich diet. It may include.
  • the sensing program 46 may receive various sensing information from at least one sensing unit 10.
  • the user may detect the user's exercise amount, activity amount, behavior direction, behavior speed, etc. from the gyroscope or the acceleration sensor, or detect the user's location with the GPS sensor or the wifi sensor.
  • the living coaching program 47 extracts the user's status and situation information from the sensed information, and applies the living coaching guide information matching the extracted status and situation information at a suitable place at a suitable time. You can output
  • meal time which is one of the states and situations, in which case selecting a restaurant or menu selection or "drug" as part of the Code of Conduct for Colds. Did you take it? " Messages such as these can be output to the screen to allow the user to receive various life coaching guide information.
  • the performance result information collecting program 48 may collect performance result information of the user. For example, it may output a message, “Did you take the medicine?” And allow the user to enter a result of performance such as “Yes” or “No”.
  • the visualization program 49 may convert and output the state and situation information or the performance result information into visualization information.
  • various state and situation information or performance result information according to the accumulated value may be provided to the user in various graphs, charts, or graphics, and the like, thereby improving the compliance rate of the user.
  • the user diagnostic information input in the above step (a) may include information of the group to which the user belongs, for example, the user is a group that belongs to, that is, a variety of workers, patients, students, housewives, etc. You can select a group.
  • user diagnostic information such as a man, 27 years old, field worker, internet repairman, afternoon work (13: 00 ⁇ 20: 00)
  • user type information is extracted based on the above information.
  • Corresponding standard action guidelines can be selected and applied.
  • custom behavioral guidelines can be created and supplemented.
  • the user selectable coaching method diversification and learning feature through the automatic selection function is added. That is, automatic selection or setting according to the situation and place is possible.
  • the prescription UI and statistics dashboard can be improved, and the functions of the three coaching types such as notification, recommendation, and attention can be enhanced in various ways (text message, music, vibration, etc.). Can be.
  • the idea of the present invention when utilized from a diagnostic point of view, when a patient revisits the hospital because of no difference in treatment, the prescription having a problem during prescription may be identified, and the patient may be treated through an improved prescription.
  • the lifestyle prescription is delivered to the terminal of the patient, so the doctor can give a brief summary, which can greatly reduce the consumption of medical time. .
  • the patient since the detailed description of the lifestyle prescription is transmitted to the mobile terminal through the database, the patient provides a consistent level of lifestyle prescription information regardless of the detailed description of the lifestyle prescription of the medical doctor.
  • the patient can perform the doctor's actions more faithfully.
  • life coaching can prevent problems caused by drug abuse in advance, thereby reducing the burden on a doctor for diagnosing and treating a patient's disease. For example, coaching for medication time and reminding of side effects of misuse can lead to avoid taking medication outside of coaching.
  • self-management is possible by identifying the coaching compliance according to the situation such as place and time.
  • self-management can be achieved by identifying the time or place where coaching non-compliance occurs and avoiding the situation as much as possible.
  • new indicators can be used to find the root cause for diseases for which no treatment has been developed and to develop treatments.
  • Expected achievements in the industry can improve health log data and mobile healthcare infrastructure and people's welfare.
  • the poor current healthcare infrastructure which is half of the OECD average, can be improved by utilizing life log data and mobile devices, and the gap between traditional medical services in the region is narrowed due to the high penetration of smartphones in Korea. Can contribute to improvement.
  • the current medical system which is expressed as time waiting and three-minute medical treatment, requires the doctor to grasp the patient's condition within three minutes. By knowing the condition of the doctor in advance, it is possible to increase the satisfaction level by providing a high level of care even in a short time and reducing the waiting time.
  • lifestyle prescription coaching using life log data will enable healthy aging, lower hospitalization rates (21% less than existing ones), and effective cost savings (0.5% of GDP) through improved quality of life.
  • the present invention can also be embodied as computer readable code on a computer readable recording medium.
  • the computer-readable recording medium includes all kinds of recording devices in which data that can be read by a computer system is stored.
  • Examples of computer-readable recording media include ROM, RAM, CD-ROM, magnetic tape, floppy disk, magneto-optical disk, optical data storage device, flash memory, as well as the server computer 60 described above. It also includes the implementation in the form of a carrier wave (for example, transmission over the Internet).
  • the computer readable recording medium can also be distributed over network coupled computer systems so that the computer readable code is stored and executed in a distributed fashion.
  • the mobile terminal such as a patient's smart phone to prescribe the lifestyle Can automatically print at the right time and at the right place according to the user's status and situation, and remind the patient of the lifestyle prescription according to the place and time in three types: notification / recommendation / attention.
  • Prescription compliance can be observed, and disease-specific coaching and lifestyle prescription compliance history can be stored and visualized to enable active self-management to avoid non-compliance and to avoid disease management.

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Abstract

La présente invention concerne un procédé d'accompagnement spécialisé reposant sur un terminal mobile, un terminal mobile et un support d'enregistrement lisible par ordinateur sur lesquels est enregistré ledit procédé, le procédé pouvant comprendre les étapes consistant à : (a) recevoir des informations de type d'utilisateur au moyen d'un programme d'entrée d'informations de type d'utilisateur ; (b) extraire des informations de directives standard correspondant aux informations de type d'utilisateur au moyen d'un programme d'extraction d'informations de directives standard ; (c) recevoir des informations de détection en provenance d'au moins une unité de détection au moyen d'un programme de détection ; et (d) extraire, au moyen d'un programme d'accompagnement spécialisé, des informations d'état et de situation de l'utilisateur à partir des informations de détection, et délivrer, au moyen d'un procédé approprié, à un endroit et à un moment appropriés, des informations de guidage d'accompagnement spécialisé correspondant aux informations de directives standard conformément aux informations d'état et de situation extraites.
PCT/KR2015/013463 2014-12-09 2015-12-09 Procédé d'accompagnement spécialisé reposant sur un terminal mobile, terminal mobile et support d'enregistrement lisible par ordinateur sur lesquels est enregistré ledit procédé WO2016093622A1 (fr)

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US15/534,648 US20180268735A1 (en) 2014-12-09 2015-12-09 Mobile terminal-based life coaching method, mobile terminal, and computer-readable recording medium, onto which method is recorded
CN201580067366.3A CN107004242B (zh) 2014-12-09 2015-12-09 以移动通信终端为基础的生活指导方法、移动通信终端及记录该方法的计算机可读取的记录介质

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KR1020150174916A KR101941273B1 (ko) 2014-12-09 2015-12-09 모바일 단말기 기반의 생활 코칭 방법과 모바일 단말기 및 이 방법을 기록한 컴퓨터로 읽을 수 있는 기록 매체

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