KR20170084790A - Mobile terminal for executing health management application based on speech recognition and operating method using the same - Google Patents

Mobile terminal for executing health management application based on speech recognition and operating method using the same Download PDF

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KR20170084790A
KR20170084790A KR1020160004052A KR20160004052A KR20170084790A KR 20170084790 A KR20170084790 A KR 20170084790A KR 1020160004052 A KR1020160004052 A KR 1020160004052A KR 20160004052 A KR20160004052 A KR 20160004052A KR 20170084790 A KR20170084790 A KR 20170084790A
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data
calorie
health
unit
information
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KR1020160004052A
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주정민
박상윤
이현태
정호열
윤태수
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주식회사 테크인모션
목원대학교 산학협력단
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/10Services
    • G06Q50/22Social work or social welfare, e.g. community support activities or counselling services
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/10Services
    • GPHYSICS
    • G10MUSICAL INSTRUMENTS; ACOUSTICS
    • G10LSPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
    • G10L15/00Speech recognition
    • G10L15/08Speech classification or search
    • GPHYSICS
    • G10MUSICAL INSTRUMENTS; ACOUSTICS
    • G10LSPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
    • G10L15/00Speech recognition
    • G10L15/26Speech to text systems
    • H04M1/72522

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  • Business, Economics & Management (AREA)
  • Health & Medical Sciences (AREA)
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  • Acoustics & Sound (AREA)
  • General Health & Medical Sciences (AREA)
  • Audiology, Speech & Language Pathology (AREA)
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  • Primary Health Care (AREA)
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  • General Business, Economics & Management (AREA)
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Abstract

The present invention relates to an apparatus and a method for calorie calculation, which includes a storage unit for storing calorie data per unit weight of food, biometric data of a user, and health data per case; A voice input unit for receiving a voice associated with the user's food intake and generating voice data; A text conversion unit for converting the speech data into text data by applying the speech data to a trigram-based statistical language modeling; A calorie information extracting unit for extracting calorie information of text data from the calorie data; A health information extracting unit for extracting health information of a case having a correlation between the calorie information and the biometric data from the health data; Discloses a mobile communication terminal that executes a voice recognition-based healthcare application including a content production unit for producing guide contents including the calorie information and health information, and a control unit for controlling a healthcare application based interface, and an operation method thereof .

Description

BACKGROUND OF THE INVENTION 1. Field of the Invention [0001] The present invention relates to a mobile communication terminal for executing a health management application based on voice recognition,

The present invention relates to a mobile communication terminal that executes a voice recognition-based healthcare application and, more particularly, to a mobile communication terminal that extracts calorie information of a food intake amount and health information of a case corresponding to biometric data, Management technology.

Recently, widely used mobile communication terminals such as smart phones are equipped with computer support functions such as internet communication and information search, beyond simple voice or message communication support, and users can use various applications compatible with computer support functions .

In addition to the computer support function, the mobile communication terminal is equipped with biometric sensors for the user's life log, and the user can monitor the health status of the user through the biometric sensor.

The conventional mobile communication terminal senses bio-signals from the bio-sensor to generate app-based life log data. The user can monitor the health status through the life log data. However, the user can efficiently analyze and process the life log data, There is a problem in that it is not possible to provide an app for grasping the degree of health state of the user.

In addition, the conventional mobile communication terminal has a problem in that it can not provide a guide for lowering the probability of occurrence of illness or disease that may be caused based on life-log data based on bio-signals, or a guide insurance product related to disease.

1. Korean Patent Publication No. 10-2015-0069331 (June 23, 2015)

According to the present invention, the voice data related to the user's food intake amount is converted into text data, the calorie information of the text data is extracted, and the health information of the case having the correlation between the calorie information and the biometric data is extracted, And a method of operating the mobile communication terminal.

The present invention provides a mobile communication terminal that executes a voice recognition-based healthcare application that provides a guide for lowering the probability of occurrence of diseases and diseases, and a guide insurance product that minimizes economic loss in case of a disease, and an operation method thereof do.

A mobile communication terminal for executing a voice recognition-based healthcare app of the present invention includes a storage unit for storing calorie data per unit weight, user's biometric data, and health data per case; A voice input unit for receiving a voice associated with the user's food intake and generating voice data; A text conversion unit for converting the speech data into text data by applying the speech data to a trigram-based statistical language modeling; A calorie information extracting unit for extracting calorie information of text data from the calorie data; A health information extracting unit for extracting health information of a case having a correlation between the calorie information and the biometric data from the health data; A content production unit for producing guide contents including the calorie information and health information, and a control unit for controlling an interface based on a healthcare app.

The mobile terminal may further include a biometric data registration unit for registering biometric data including at least one of the user's sex, age, health record, eating habits, and biometric signals sensed by the biometric sensor.

The mobile terminal may further include a communication unit for receiving a driving program of the healthcare app, calorie data per unit weight of each food item, or health data per case from a healthcare application server or web-based linked open data.

The calorie data may include calorie per unit weight of food, calories per unit weight of food in which each food is combined, and data on nutrients for each calorie.

Wherein the health data includes at least one of a disease that may be caused by a combination of the caloric information and the biometric data, a guide exercise habit for lowering the probability of the disease, a guide eating habit, and a guide insurance product related to the disease can do.

The health information is used to determine the degree of health of a user by providing the user with a subscription or a non-subscription to the guide insurance product, and is used to lower the insurance company's loss ratio and is used for attracting customers have.

The content production unit may generate the guide content in a template classified according to the category, and may generate the guide content in which the text, the voice, and the moving image are combined or partially included.

The controller may control the calorie data per unit weight of the food, the biometrics data of the user, and the health data per case to be updated.

A method of operating a mobile communication terminal for executing a health management application based on speech recognition according to the present invention includes receiving calorie data per unit weight and health data per case from a healthcare application server or web-based linked open data, ; Registering biometric data including data on at least one of sex, age, health record, eating habit and biometric signal detected by the biometric sensor, and storing the biometric data in the storage unit; Receiving a voice related to the user's food intake amount from the voice input unit and generating voice data; Converting the speech data into text data by applying the speech data to a trigram-based statistical language modeling; Extracting calorie information of text data from the calorie data by a calorie information extracting unit; Extracting health information of a case having a correlation between calorie information and biometric data from the health data by a health information extracting unit, and producing a guide content including the calorie information and health information in a content producing unit.

The present invention proposes a guide content including calorie information and health information through a mobile communication terminal that executes a voice recognition-based healthcare application, thereby enabling a user to understand the degree of a health condition of a user and to reduce the loss rate of an insurance company And can be used to attract customers.

The present invention can provide a guide for lowering the probability of occurrence of diseases and diseases that may be caused, and a guide insurance product for minimizing the economic loss when a disease occurs.

FIG. 1 illustrates a health management system including a mobile communication terminal, a healthcare application server, and linked open data for executing a voice recognition-based healthcare application of the present invention.
FIG. 2 is a block diagram illustrating a mobile communication terminal that executes a voice recognition-based healthcare application according to the present invention.
FIG. 3 is a flowchart illustrating an operation method of a mobile communication terminal that executes a voice recognition-based healthcare application according to the present invention.

Hereinafter, embodiments of the present invention will be described in detail with reference to the accompanying drawings and accompanying drawings, but the present invention is not limited to or limited by the embodiments.

FIG. 1 illustrates a health management system including a mobile communication terminal, a healthcare application server, and linked open data for executing a voice recognition-based healthcare application of the present invention.

The mobile communication terminal 100 that executes the voice recognition-based healthcare application receives calorie data per unit weight and health data for each case from the healthcare application server 200 or the web-based linked open data 300 can do.

Calorie data may include calories per unit weight of food, calories per unit weight of food in which each food is combined, and data on the nutrients for each calorie.

The health data may include data on at least one of guiding exercise habits to lower the probability of disease or disease occurrence, guide eating habits, and guide insurance products related to the disease.

Calorie data may be provided in the linked open data 300, and health data may be provided in the healthcare app server 200, but is not limited thereto.

The healthcare management server 200 may provide the mobile communication terminal 100 with calorie data per unit weight or health data per case, and may provide a driving program or data of the healthcare application.

The healthcare application server 200 can collect data on guide exercise habits and guide eating habits for lowering the probability of disease occurrence in conjunction with the linked open data 300, Data on insurance products can be collected and health data can be collected through consultation with experts.

The linked open data 300 is structured open-type data in which anyone can freely share data on the web and can use available data as a database. Linked open data 300 may include calorie data or health data.

The healthcare application server 200 can collect calorie data or health data from the linked open data 300 and the mobile communication terminal 100 can also collect calorie data or health data from the linked open data 300 .

The healthcare management server 200 or the mobile communication terminal 100 can collect and collect calorie data or health data through MapReduce which performs distributed parallel computing processing from the linked open data 300. [

FIG. 2 is a block diagram illustrating a mobile communication terminal that executes a voice recognition-based healthcare application of the present invention. The mobile communication terminal 100 includes a storage unit 140, a voice input unit 111, a text conversion unit 112 A calorie information extracting unit 113, a health information extracting unit 114, a content producing unit 115, and a control unit 180.

The storage unit 140 stores calorie data per unit weight of food, biometric data of a user, and health data per case.

The user's biometric data may include data on at least one of the user's sex, age, health record, eating habits, and bio-signals detected from the bio-sensor 131. The data on the health record may be data relating to the diagnosis, treatment and prescription of the user in the past.

The mobile communication terminal 100 may collect data on health records from a medical institution server (not shown), and may collect data on health records by receiving user's selection input.

The data on the eating habit may be data related to the taste of the food, the eating pattern, the smoking or drinking status of the user, and the mobile communication terminal 100 may receive the user's selection input and collect data on the eating habit .

The mobile communication terminal 100 may further include a living body sensor 131 for sensing a living body signal. The living body sensor 131 may sense an EMG, a blood pressure, an ECG and a pulse wave, And may include a plurality of sensors for detecting a change in position.

The living body sensor 131 detects a weak living body signal, amplifies a weak living body signal, removes noise introduced into the living body signal, and converts the living body signal into a living body signal based on a digital signal.

The mobile communication terminal 100 may further include a biometric data registration unit 132 for registering biometric data including at least one of sex, age, health record, eating habits, and biometric signals detected by the biometric sensor 131 .

The voice input unit 111 receives a voice associated with the user's food intake and generates voice data.

The voice input unit 111 can receive a voice of a user through a microphone, and can analyze voice frequency to generate voice data.

The text conversion unit 112 converts the speech data into text data by applying it to the trigram-based statistical language modeling. The text conversion unit 112 may use a speech recognition engine that recognizes the speech data in morpheme units, and may convert the speech data into text data by applying the trigram-based statistical language modeling to the morpheme corpus. The text conversion unit 112 can convert text data into text data using a speech recognition engine that includes an acoustic model of speech data, a language model, and a speech dictionary.

The text conversion unit 112 can generate the text data based on the text selection input of the user without the input of the voice input unit 111. [

The calorie information extracting unit 113 extracts the calorie information of the text data from the calorie data.

The calorie information extracting unit 113 extracts calorie information pertaining to the text data from the calorie data pertaining to the calories per unit weight of each food material, calories per unit weight of the food in which the respective ingredients are combined, and data on the nutrients for the respective calories, Can be searched and extracted.

The health information extracting unit 114 extracts health information of the case where there is a correlation between the calorie information and the biometric data from the health data.

The health information extracting unit 114 can analyze the first disease that may be caused by referring to the calorie information in which the user's calories are numerically calibrated, and can refer to the user information about the sex, age, health record and eating habits of the user A second disease that is likely to be diagnosed can be analyzed and a third disease that may be triggered can be analyzed by referring to at least one of the peak value of the biological signal, the peak interval, and the interval of the zero crossing. The user information and the biometric signal are included in the biometric data, as described above.

The health data may include respective threshold values for the calorie information, the user information, and the bio-signal, and the health information extracting unit 114 may calculate the health information based on the calorie information, the user information, 1 disease to a third disease.

The health data may include at least one of a disease that includes the first to third disease that may be caused by a combination of caloric information and biometric data, a guide exercise habit to lower the probability of occurrence of a disease, a guide eating habit, And may include data for one.

The data on the guide exercise habits or dietary habits may include text, voice or video on exercise or dietary habits that are helpful in the treatment of a particular disease, and data on the guide insurance product may include a description of the terms.

The health information extracting unit 114 may extract health information of a case having a correlation between the first disease and the third disease from the health data.

Health information can be used to determine the health status of users by subscribing to or subscribing to guide insurance products. It can be used to lower insurance companies' loss ratios and can be used to attract customers.

The health information extracting unit 114 may extract a plurality of guide insurance products related to health information from insurance data by referring to the user information.

The category of each guide insurance product may be the same, the insurer of each guide insurance product may be different, and the mobile communication terminal 100 may provide each guide insurance product to the user for comparison by insurance companies.

The mobile communication terminal 100 that executes the voice recognition-based healthcare application may include a guide exercise habit for lowering the probability of diseases and diseases likely to be caused to users who are subscribed to or subscribed to the insurance product, information about guide eating habits And the user can try to maintain health by being aware of the degree of his / her health condition, and the insurance company can automatically reduce the loss ratio.

The mobile communication terminal 100 executing the voice recognition-based healthcare application can provide the guide insurance product related to the disease to the user who is not subscribed to the insurance product, and the insurance company can attract the new customer.

The content production unit 115 produces guide contents including calorie information and health information. The content production unit 115 can produce guide contents in a template classified by category and can produce guide contents in which text, voice, and moving images are combined or partially included. Therefore, the user can visually create guide contents related to health management .

The mobile communication terminal 100 may further include a display unit 120 for displaying the guide content to provide the guide content produced visually to the user.

The control unit 180 controls the healthcare application-based interface. The control unit 180 may control the calorie data per unit weight of the food, the user's biometrics data, and the health data per case to be updated.

The mobile communication terminal 100 includes a communication unit 150 for receiving a driving program of a healthcare app, calorie data per unit weight or health data per case from the healthcare application server 200 or the web-based linked open data 300 ).

The communication unit 150 receives a driving program of the updated healthcare application from the healthcare application server 200 or the web-based linked open data 300 via the network 400, calorie data per unit weight per food or health data per case Lt; / RTI >

The database 140 may store the driving program of the healthcare application received from the communication unit 150, calorie data per unit weight per food or health data per case, and may store guide contents.

The mobile communication terminal 100 includes an analyzing unit 160 for analyzing a change in health status of a user through guide contents stored in a database 140 to further utilize the guide content, And a statistical processing unit 170 for statistical processing.

FIG. 3 is a flowchart illustrating an operation method of a mobile communication terminal that executes a voice recognition-based healthcare application according to the present invention.

Referring to FIG. 3, a method of operating a mobile communication terminal receives calorie data per case unit weight and health data per case from a healthcare application server or web-based linked open data, stores the calorie data and health data per case in a storage unit, Biometric data including at least one of age, health record, eating habits, and a bio-signal detected from the bio-sensor is registered and stored in the storage unit.

Calorie data may include calories per unit weight of food, calories per unit weight of food in which each food is combined, and data on the nutrients for each calorie.

The health data may include data on at least one of guiding exercise habits to lower the probability of disease or disease occurrence, guide eating habits, and guide insurance products related to the disease.

The user's biometric data may include data on at least one of the user's sex, age, health record, eating habits, and bio-signals detected from the biosensor.

After storing the voice, the mobile communication terminal receives the voice related to the user's food intake amount in the voice input unit, generates voice data, and converts the voice data into text data by applying the voice data to the trigram-based statistical language modeling.

After the conversion, the mobile communication terminal extracts the calorie information of the text data from the calorie data by the calorie information extracting unit, extracts the health information of the case having the correlation between the calorie information and the biometrics data from the health data, , And a content production section generates guide contents including calorie information and health information.

100: mobile communication terminal
111: voice input unit 112: text conversion unit
113: Calorie information extracting unit 114: Health information extracting unit
115: content production unit 120: display unit
131: biometric sensor 132: biometric data register
140: storage unit 150: communication unit
160: Analysis section 170: Statistics processing section
200: Healthcare App Server
300: Linked Open Data
400: Network

Claims (10)

A storage unit for storing calorie data per unit weight per food, user's biometric data, and health data per case;
A voice input unit for receiving a voice associated with the user's food intake and generating voice data;
A text conversion unit for converting the speech data into text data by applying the speech data to a trigram-based statistical language modeling;
A calorie information extracting unit for extracting calorie information of text data from the calorie data;
A health information extracting unit for extracting health information of a case having a correlation between the calorie information and the biometric data from the health data;
A content producing unit for producing guide contents including the calorie information and health information;
And a control unit for controlling the interface based on the healthcare application.
The method according to claim 1,
And a biometric data registration unit for registering biometric data including data on at least one of sex, age, health record, eating habit and biometric signals detected by the biometric sensor of the user, Mobile communication terminal.
The method according to claim 1,
And a communication unit for receiving a driving program of the healthcare app, calorie data per unit weight, or health data by case from the healthcare application server or web-based linked open data, Mobile communication terminal.
The method according to claim 1,
Wherein the calorie data includes a calorie per unit weight of food, a calorie per unit weight of food in which each food is combined, and data on nutrients for each calorie.
The method according to claim 1,
Wherein the health data includes at least one of a disease that may be caused by a combination of the caloric information and the biometric data, a guide exercise habit for lowering the probability of the disease, a guide eating habit, and a guide insurance product related to the disease And executes a health management application based on the voice recognition.
6. The method of claim 5,
Wherein the health information is used to identify a degree of a user's health condition by providing the user with a subscription or a non-subscription to the guide insurance product, and is used for lowering a loss ratio of the insurance company, A mobile communication terminal that executes a recognition-based health care app.
The method according to claim 1,
Wherein the content production unit generates guide contents in a template classified according to a category.
The method according to claim 1,
Wherein the content production unit produces a guide content in which a text, a voice, and a moving image are combined or partially included.
The method according to claim 1,
Wherein the control unit executes a voice recognition-based healthcare application that controls calorie data per unit weight of the food, biometric data of a user, and health data per case to be updated.
Receiving calorie data per case unit weight and health data per case from the healthcare application server or web-based linked open data, and storing the received calorie data and case-by-case health data in a storage unit;
Registering biometric data including data on at least one of sex, age, health record, eating habit and biometric signal detected by the biometric sensor, and storing the biometric data in the storage unit;
Receiving a voice related to the user's food intake amount from the voice input unit and generating voice data;
Converting the speech data into text data by applying the speech data to a trigram-based statistical language modeling;
Extracting calorie information of text data from the calorie data by a calorie information extracting unit;
Extracting health information of a case having a correlation between calorie information and biometric data from the health data by a health information extracting unit;
And generating a guide content including the calorie information and the health information in a content production unit.
KR1020160004052A 2016-01-13 2016-01-13 Mobile terminal for executing health management application based on speech recognition and operating method using the same KR20170084790A (en)

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Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2019066241A1 (en) * 2017-09-29 2019-04-04 주식회사 원소프트다임 Healthcare system and operation method thereof
CN110688513A (en) * 2019-08-15 2020-01-14 平安科技(深圳)有限公司 Crop survey method and device based on video and computer equipment
CN112820285A (en) * 2020-12-29 2021-05-18 北京搜狗科技发展有限公司 Interaction method and earphone equipment
CN116978385A (en) * 2023-09-25 2023-10-31 北京健康有益科技有限公司 Voice data input method, device, electronic equipment and readable storage medium

Cited By (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2019066241A1 (en) * 2017-09-29 2019-04-04 주식회사 원소프트다임 Healthcare system and operation method thereof
CN110688513A (en) * 2019-08-15 2020-01-14 平安科技(深圳)有限公司 Crop survey method and device based on video and computer equipment
CN110688513B (en) * 2019-08-15 2023-08-18 平安科技(深圳)有限公司 Crop investigation method and device based on video and computer equipment
CN112820285A (en) * 2020-12-29 2021-05-18 北京搜狗科技发展有限公司 Interaction method and earphone equipment
CN116978385A (en) * 2023-09-25 2023-10-31 北京健康有益科技有限公司 Voice data input method, device, electronic equipment and readable storage medium
CN116978385B (en) * 2023-09-25 2023-12-19 北京健康有益科技有限公司 Voice data input method, device, electronic equipment and readable storage medium

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