CN106667431A - Skin status measurement system and individual skin management system therewith - Google Patents

Skin status measurement system and individual skin management system therewith Download PDF

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Publication number
CN106667431A
CN106667431A CN201610051648.0A CN201610051648A CN106667431A CN 106667431 A CN106667431 A CN 106667431A CN 201610051648 A CN201610051648 A CN 201610051648A CN 106667431 A CN106667431 A CN 106667431A
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skin
data
user
recommendation
portable terminal
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曹兑衡
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Yinuoyinsate KK
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Yinuoyinsate KK
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    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/44—Detecting, measuring or recording for evaluating the integumentary system, e.g. skin, hair or nails
    • A61B5/441—Skin evaluation, e.g. for skin disorder diagnosis
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/0002—Remote monitoring of patients using telemetry, e.g. transmission of vital signals via a communication network
    • A61B5/0004—Remote monitoring of patients using telemetry, e.g. transmission of vital signals via a communication network characterised by the type of physiological signal transmitted
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/44—Detecting, measuring or recording for evaluating the integumentary system, e.g. skin, hair or nails
    • A61B5/441—Skin evaluation, e.g. for skin disorder diagnosis
    • A61B5/442—Evaluating skin mechanical properties, e.g. elasticity, hardness, texture, wrinkle assessment
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/44—Detecting, measuring or recording for evaluating the integumentary system, e.g. skin, hair or nails
    • A61B5/441—Skin evaluation, e.g. for skin disorder diagnosis
    • A61B5/443—Evaluating skin constituents, e.g. elastin, melanin, water
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/68—Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient
    • A61B5/6801—Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient specially adapted to be attached to or worn on the body surface
    • A61B5/6813—Specially adapted to be attached to a specific body part
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/72—Signal processing specially adapted for physiological signals or for diagnostic purposes
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90—Details of database functions independent of the retrieved data types
    • G06F16/95—Retrieval from the web
    • G06F16/953—Querying, e.g. by the use of web search engines
    • G06F16/9535—Search customisation based on user profiles and personalisation
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION 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
    • G06Q30/00—Commerce
    • G06Q30/02—Marketing; Price estimation or determination; Fundraising
    • G06Q30/0201—Market modelling; Market analysis; Collecting market data
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION 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
    • G06Q30/00—Commerce
    • G06Q30/02—Marketing; Price estimation or determination; Fundraising
    • G06Q30/0201—Market modelling; Market analysis; Collecting market data
    • G06Q30/0203—Market surveys; Market polls
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION 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
    • G06Q30/00—Commerce
    • G06Q30/02—Marketing; Price estimation or determination; Fundraising
    • G06Q30/0241—Advertisements
    • G06Q30/0251—Targeted advertisements
    • G06Q30/0269—Targeted advertisements based on user profile or attribute
    • G06Q30/0271—Personalized advertisement
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L65/00—Network arrangements, protocols or services for supporting real-time applications in data packet communication
    • H04L65/40—Support for services or applications

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Abstract

The invention relates to a skin management system which provides best skin management information to every person on the basis of result data measured by a skin status measurement system. The individual skin management system includes a skin status measurement instrument including a sensor portion for measuring the skin status and a wireless communication control protion that sends the measured value measured by the sensor portion in a wireless communication manner; a protable terminal machine, which displays the result data on the basis of the measured value on a display portion; a recommendation server, which receives the user information and result data from the protable terminal machine and transmits individual information on the basis of the user information and result data. The skin status measurement instrument is not a disposable device anymore and can durably manage skin of a person, and also can provide helpful invidual recommendation inforamtion on the basis of invidual user, thus greatly increasing utilization rate of the skin status measurement system.

Description

Skin condition measurement system and the individual skin management system using the system
Technical field
The present invention relates to a kind of individual skin management system.Specifically, exactly it is related to one kind to be based on The result data determined by instrument for measuring skin condition, for everyone optimum skin management letter is provided The skin management system of breath.
Background technology
As people improve constantly to the attention rate of skin, persistently research being capable of profit for scientific research personnel The method being measured to skin condition with portable instrument, related product is also just being developed successively Out.
These products can be various related to skin by oil content, moisture content, acidity, ultraviolet index etc. Measure information present to user.
Refer to contain the moisture content of skin in registered patent shown in Fig. 8 the 10-1448932nd The instrument for measuring skin condition 10 that amount is measured.This instrument for measuring skin condition 10 includes：Using logical Cross the voltage of the measure measure of electrode tip 12 and export to the galvanometer of skin and calculate impedance, and will determine Voltage slope and the impedance that the calculates micro-computer unit 13 that stored and recorded.
In addition, the data-signal of the output of the micro-computer unit 13 is transmitted to intelligence by interface arrangement The application program of mobile phone.
But, this instrument for measuring skin condition is only limitted to that disposable result is presented to user, can not Other any information are provided.In addition, the usage frequency of user is also very low, its exploitation value is reduced Value.
Accordingly, it would be desirable to a kind of practicality that can greatly improve instrument for measuring skin condition and can to Family continues the skin management system of offer useful information.
In addition, in order to provide above- mentioned information, needing exploitation to be suitable for the content of skin determination data (Contents), while needing a platform that can be processed data, the data are interior The basis for providing is provided.
The content of the invention
Technical problem
The present invention is researched and developed to solve the above problems.It is an object of the present invention to research and develop one Skin management system is planted, it is included can be online to user profile, SNS/ based on skin determination data The various information such as information are collected, process and provide the data of plurality of kinds of contents (Contents) information Processing platform.
Technical scheme
To achieve these goals, the individual skin management system that the present invention is provided includes：Skin State estimating instrument, its include determine skin condition sensor portion and by the sensor portion determine The radio communication control portion that measured value wirelessly sends；Portable terminal computer, it will be based on The result data of the measured value is shown on display part；Recommendation server, it is from described portable Terminating machine receive user information and result data and based on the user profile and result data transmission Property information.
The recommendation server may include：Data collection module, it is to containing user profile and result The data of data are collected；Analysis module, it is analyzed to the data collected；Service is provided Quotient module block, its result for being based on analysis transmits personalized prescription to user.
Preferably, measured value of the portable terminal computer based on instrument for measuring skin condition transmission will be with The related result data of skin condition is transmitted to the recommendation server, the service supplier module Comprising customized information offer portion, it is stored with and the result data in the customized information offer portion Corresponding recommendation cosmetics, the recommendation server will be detected with the customized information offer portion Recommend the related information transfer of cosmetics to the portable terminal computer.
Preferably, the portable terminal computer passes the skin moisture content of user and pH result datas Recommendation server is transported to, the customized information offer portion stores the different skin water content and pushes away Table and difference pH recommendation tables are recommended, and based on the skin moisture content and pH result datas by inciting somebody to action Different skin water content recommendation tables result is combined from different pH recommendation tables results, so as to detect Go out to recommend cosmetics.
Furthermore it is preferred that measure of the portable terminal computer based on instrument for measuring skin condition transmission Value transmits the result data related to skin condition to the recommendation server, and the service is provided Quotient module block is comprising commercial content (Contents) portion and produces content (Contents) portion, described point Analysis module using the result data by the skin condition of different regions or all ages and classes in temporal sequence Classified and calculated mean value or increment rate, the production content portion is based on the analysis module The result of calculating generates best product demand, and the commercial content portion is by comparing the skin of different user The result that skin state data storage is calculated with the analysis module, detects a range of user, And pass the information related to the product that the production content portion generates for the user for detecting Transport to the portable terminal computer of the user.
The recommendation server is deposited to the result data received by the portable terminal computer Storage, recommendation server may include：Data collection module, it passes through external data base and based on SNS And the network collection data of Web；Analysis module, its data for collecting the data collection module By big data platform working process into the information on services for providing a user with；Service supplier module, Its data reprocessed through the analysis module are processed into be suitable for service statistics and to User provides.
The analysis module may include：Data storing platform, it will be by the data collection module The data permutation of collection is simultaneously stored；Data Analysis Platform, it is flat from the data storage Platform receiving data simultaneously performs the area/environmental analysis of the service that aims to provide, determines letter by Algorithm Analysis Breath analysis, recommendation analysis.
Beneficial effect
According to the present invention, instrument for measuring skin condition is only no longer disposable apparatus, and it can continue Personal skin is managed.
In addition, the present invention can provide helpful personalized recommendation information for other user, So as to greatly improve the utilization rate of instrument for measuring skin condition.
In addition, according to the present invention, can the product big to demand from now on be predicted, so as to for skin Manufacturer's prompting production mode reform of skin related product.
Description of the drawings
Fig. 1 is to show the structure chart constituted according to the individual skin management system of the present invention.
Fig. 2 is to show the structure chart that the recommendation server 300 of the skin management system is constituted.
Fig. 3 is the structure chart of the analysis module 320 for displaying the details of the recommendation server 300.
Fig. 4 is the structure chart of the service provider for displaying the details of the recommendation server 300.
Fig. 5 is the exemplary plot for showing different skin water content recommendation tables example.
Fig. 6 is the exemplary plot for showing different pH recommendation tables examples.
Fig. 7 is the exemplary plot of the time series statistics for showing skin moisture content.
Fig. 8 is to show the structure chart constituted according to prior art instrument for measuring skin condition.
Fig. 9 is to show the structure chart constituted according to skin condition measurement system of the present invention.
Figure 10 and Figure 11 are that the operating process according to skin condition measurement system of the present invention is said Bright exemplary plot.
Figure 12 is to show the middle pH property lists example for being stored in the portable terminal computer according to the present invention Exemplary plot.
Figure 13 is to show the determination data format sample according to instrument for measuring skin condition of the present invention transmission Exemplary plot.
Figure 14 is that the process to extracting result data from the portable terminal computer according to the present invention is said Bright explanatory diagram.
Figure 15 is the structure chart for showing oil content and moisture determination portion composition according to the present invention.
Figure 16 is the example that voltage and result voltage example occur for showing oil content and moisture determination portion Figure.
Figure 17 is the exemplary plot for showing oil content and moisture determination method example according to the present invention.
Description of reference numerals
100：Instrument for measuring skin condition
200：Portable terminal computer
300：Recommendation server
310：Data collection module
320：Analysis module
400：Service supplier module
Specific embodiment
The composition of the embodiment of the present invention and effect are described in detail next, with reference to accompanying drawing.
It can be seen from Fig. 1, include according to the individual skin management system of the present invention：Skin condition Analyzer 100, it is measured to skin condition；Portable terminal computer 200, it is to based on measure The result data of value is shown；Recommendation server 300, it receives from portable terminal computer 200 and uses Family information and result data and based on the user profile and result data transmission customized information.
Instrument for measuring skin condition 100 includes：Sensor portion 110, it is to can determine whether user's skin condition Numerical value be measured；Radio communication control portion 120, its survey for determining the sensor portion 110 Definite value wirelessly sends.
The sensor portion 110 of the instrument for measuring skin condition is detected by being based on skin contact Secretion in hydrogen ion determination acidity, by the oil content of the impedance measuring skin of skin surface And moisture content, while determining the ultraviolet index of skin and the elasticity of skin etc..
The radio communication control portion 120 can be made up of the Bluetooth chip of wireless near field communication, institute Bluetooth chip is stated comprising MCU, therefore the operation of the sensor portion 110 can be controlled.
The instrument for measuring skin condition 100 manages the intelligence of application program 210 by being provided with skin The portable terminal computers such as mobile phone 200 are in communication with each other, transmission data, and by portable terminal Machine is controlled.Here, the portable terminal computer 200 surveys the instrument for measuring skin condition Fixed measured value manages application program 210 and is processed into data and presents to user by skin, and will Transmitted to the recommendation server 300 based on this result data.
Fig. 2 is to show the structure chart constituted according to the recommendation server 300 of the present invention, the recommendation Server 300 performs following functions, i.e., from the receive user information of the portable terminal computer 200 and Result data, and based on the user profile and result data transmission customized information.
As shown in Fig. 2 the recommendation server 300 includes：Data collection module 310, it is to logical The result data for crossing the reception of the portable terminal computer 200 is stored；Analysis module 320, it will The data collection module 310 collect data by big data platform working process into be intended to The information on services that family provides；Service supplier module 350, it will be through the analysis module 320 The data of reprocessing are processed into the statistics of the service for being suitable for user and provide a user with.
The data collection module 310 can be by external data base and the network based on SNS and Web Collect data, while collect by the instrument for measuring skin condition 100 measure oil content, moisture content, Sex, age, area of the skin such as acidity, UV, elasticity measured value 311 and user input etc. are united The data of meter information 312 etc.Furthermore it is also possible to pass through the portable terminal computer 200 receive Collection skin condition determines the determination of the environment information 313 such as external temperature, humidity, the ultraviolet index at moment.
So the structuring of collection, unstructured data are transferred to the analysis module 320, The analysis module 320 is by the structuring of the collection, unstructured data by according to the present invention The useful service data of the paired user of platform processes of specialized algorithm process big data.
Fig. 3 is the platform structure figure of the analysis module 330, according to the analysis mould of the present invention Block 330 includes：Data storing platform 331, it will pass through what the data collection module 310 was collected Data permutation is simultaneously stored；Data Analysis Platform 335, it passes through the data storing platform 331 Receiving data simultaneously performs area/environmental analysis, the measure information of the service that aims to provide by Algorithm Analysis The data analyses such as analysis, recommendation analysis.
Here, the data storing platform 331 can to by the instrument for measuring skin condition 100, The data that the open networks such as external data base, SNS/Web are collected are accessed by means of stream data (Streaming Data Access) carries out real-time reception, storage, and can be able to by various frameworks Realize, the data of storage are by based on the big data analysis for easily carrying out unstructured data analysis (Hadoop) database schema is constituted, and will be illustrated by one embodiment of the present of invention below.
One embodiment is enumerated, the data storing platform 331 is used as the file for carrying out data storage System, it disperses file system (hdfs) 332 using big data analysis, so as to be easy to Large Copacity Data carry out real-time processing, while load can be reduced for server.
In order to carry out data storage, the associated data needed for being analyzed in the data of collection is performed Based on processing big data mapping-reduction (Map Reduce) and stored, while in order to have Effect ground carries out linkage process and employs based on the data warehouse i.e. Hive for increasing income with dispersion file system Data warehouse 333.The data retrieval of storage can also be utilized based on the retrieval and inquisition 334 of NoSQL Skin is determined the useful data of retrieval and store so as to be built.
Data Analysis Platform 335 performs following functions, that is, extract and pass through the data storing platform 331 The data of storage, and be treated as constituting to service provider's mould by analyzing to be reprocessed Block 350 provides the data of Information base.
For this purpose, the Data Analysis Platform 335 by the Data Matching in service supplier module 350 Taxon is provided so as to be greatly classified into 3 groups, i.e. area and environmental analysis platform 336, measure information Analysis platform 337, recommendation analysis platform 338.
Here, the environmental analysis platform 336, measure information analysis platform 337, recommendation analysis Algorithm needed for data analysis is carried out modularized processing and is calculated from the analysis for integrating storage by platform 338 It is analyzed from required algorithm in method thesaurus 339.
It is stored with the parser thesaurus 339 to decision Tree algorithms, naive Bayesian probability Parser, arithmetic of linearity regression, SVMs (Support Vector Machine, SVM) the algorithm needed for the data analysis of the present invention such as algorithm, space computational algorithm, except arranging here Outside the algorithm of act, it can also carry out many algorithms being stored after modularization.
The present invention is easy to actually used content and is provided with service and carries to guarantee to provide the user For quotient module block 350, with reference to knowable to the structure chart of service supplier module 350 of the present invention is Fig. 4, institute Stating the service supplier module 350 of offer content service includes：Customized information offer portion 351, its It is to be arranged using the user of instrument for measuring skin condition 100；Commercial content portion 352, it will be by this The data of bright processing are used for commercial use；Production content portion 353.
The customized information offer portion 351 provides the skin management for the management of individual subscriber skin The information such as method, the recommendation cosmetics for Different Individual, measure statistics.The customized information Offer portion 351 provides information based on the data that the instrument for measuring skin condition is determined, and it can be provided Information include：The packet of determination data, sort out (Categorizing) and expert is carried out point to it Content formulated after analysis etc..
Specifically, the portable terminal computer is by the result datas such as pH, water content and user profile After transmitting together, analysis module is just detected, compared to the skin data resume of specific user And its state is analyzed, the customized information offer portion 351 is provided.In addition, institute The recommendation cosmetics being stored with customized information offer portion 351 for Different Individual are provided.Such as Fig. 5 Shown, this recommendation cosmetics correspondence skin condition is stored.
For example：" A " user is determined after skin moisture content using instrument for measuring skin condition 100, is surveyed Definite value is transmitted to portable terminal computer.Then, the portable terminal computer by result data transmit to The recommendation server.Then, the analysis module of recommendation server just detects the skin water of " A " user Part assay resume simultaneously calculate mean value, increment rate or rate of descent etc., and transmit the result to The customized information offer portion 351).The customized information offer portion 351 just utilizes " A " user Result data detect corresponding cosmetics or prescription.
That is, if calculating shows that the skin moisture content results data of " A " user are 42%, with the past Skin moisture content compares increment rate for 20%.So, customized information offer portion 351 is just retrieved Different skin water content recommendation tables simultaneously detect HYDRA-V, OPK1 as suitable " A " user The cosmetics of skin are recommended.
Then, the recommendation server just to the portable terminal computer transmission include HYDRA-V, OPK1 constitutes of picture in interior recommendation catalogue, this recommendation catalogue together with result data Point.
Then, " A " user is determined after the pH of skin, and measured value will be transmitted to portable terminal Machine.Then, the portable terminal computer again transmits result data to the recommendation server.Connect Get off, the analysis module of recommendation server just detects that the pH of " A " user determines resume and calculates Mean value, value added or drop-out value etc., and the customized information offer portion 351 is provided. The customized information offer portion 351 utilizes the skin moisture content and pH result datas of " A " user Detect corresponding cosmetics or prescription.
That is, if the skin moisture content results data of " A " user of transmission are 5 for 42%, pH. So, different skin water content recommendation tables and difference PH just retrieve in customized information offer portion 351 Recommendation tables simultaneously carry out group to different skin water content recommendation tables result from different PH recommendation tables results Conjunction detects that HYDRA-V is recommended.
The commercial content portion 352 will pass through the content service of processing and to not based on the data collected With the analysis of user's skin properties, there is provided Custom Prosthesis skin solution.On this basis, can be with Optimal advertisement is provided for various application programs or service interface.
The production content portion 353 based on the data prediction demography standard and season collected, Change of skin caused by the factors such as area, environment, and best product exploitation information is provided accordingly.
Specifically, the recommendation server is accumulated multiple users and is passed using instrument for measuring skin condition 100 Defeated result data simultaneously stores its statistical value, and analysis module presses different regions, difference using statistical value Age is analyzed to result datas such as skin moisture content, pH and calculates increasing according to time series Plus, slip etc..
For example：The analysis module of the recommendation server is using instrument for measuring skin condition user transmission Result data to skin moisture content, pH of 20 years old or so the women in Soul etc. by different years, no It is analyzed with season, and based on the prediction skin properties change such as mean value, increment rate.
The production content portion 353 is based on this generation best product demand that predicts the outcome.That is, institute Stating production content portion can be based on the mean skin water content of 20 years old or so December women, average PH, increment rate are possible to the skin moisture content in winter 46.8% to improve 8%, pH raisings 2 The NMF of unit is generated as best product demand.
Then, the commercial content portion 352 by the skin condition data storage of Different Individual with it is average Detect after skin moisture content, average pH in mean skin water content and average pH A range of user, then by the production content portion for detecting the product that user generates The portable terminal computer of information transfer to associated user.
In addition, the production content portion is directed to often on the basis of mean skin water content and average pH The individual prescribed limit different from mean skin water content and average pH is (for example：Skin moisture content 35-40%) generate the best product demand of the scope.In this case, the commercial content portion 352 Relevant range is compared with Different Individual skin condition data storage and is detected belong to the scope afterwards User, then by the production content portion for the product information that the user that detects generates transmit to The portable terminal computer of associated user.
So, the production content portion 353 can provide the demand that can be established by based on big data Person is grouped the target brand of (Grouping) acquisition and based on the high attached of small-scale Virtual production acquisition The Custom Prosthesis information of value added brand.
In addition, it can be seen from Fig. 9, the instrument for measuring skin condition 100 includes：PH determination parts 112, Oil content and moisture determination portion 130, radio communication control portion 120, storage part 170.
One end of the instrument for measuring skin condition is provided with pH determination parts, the pH determination parts 112 Comprising for determining the pH sensors of hydrogen ion concentration in solution.This pH determination parts work as channel radio Letter control unit 120 is converted to after pH patterns and just contacted so as to the hydrogen ion concentration to skin with skin (pH) it is measured.
The other end of the instrument for measuring skin condition is provided with oil content and moisture determination portion 130, in institute The end for stating oil content and moisture determination portion 130 is provided with battery lead plate, when the battery lead plate and skin connect When tactile, the impedance of skin is determined, such that it is able to be measured to the oil content and moisture content of skin.
Radio communication control portion is provided between the pH determination parts and oil content and moisture determination portion 120.The radio communication control portion 120 can be made up of the Bluetooth chip for carrying out wireless near field communication, The Bluetooth chip includes MCU, therefore can be to the pH determination parts and oil content and moisture determination The operation in portion is controlled.
Specifically, as shown in Figure 10, held by user according to the instrument for measuring skin condition of the present invention And be provided with the portable terminal computers such as the smart mobile phone of vertical application and be controlled.That is, skin State estimating instrument is wirelessly connected with after the portable terminal computer pairing of user, skin condition Analyzer receive start after the control signal that portable terminal computer sends pH determination parts or oil content and Any one part in moisture determination portion.
In this case, the pH sensors that the pH determination parts possess are used as a kind of running stores As time goes by error can be produced.If producing error, user's error of transmission will be given Information, so can be such that on the contrary skin condition further deteriorates.Therefore, the pH that just must more renew is passed Sensor.For this purpose, whether user is accurate preferably by standard sample inspection pH sensors.
In the present invention, modification model is opened using portable terminal computer.That is, user opens and repaiies After holotype, portable terminal computer will to instrument for measuring skin condition transmission signal and start pH survey Determine portion, then instrument for measuring skin condition is immersed in standard by the picture prompting user of portable terminal computer In sample.The standard sample is a kind of sample for being set with accurate pH data, for example：Can Being the samples of pH 4.0, the samples of pH 7.0, the samples of pH 10.0.Wherein, as shown in figure 11, just The formula terminating machine of taking shows first the prompting letter that the first step is immersed in pH determination parts in pH4.0 samples Breath.At this moment, user can be immersed in pH determination parts in pH4.0 samples or without pH4.0 SKIP buttons can be pressed in the case of sample is passed through pH4.0 sample determination results.
As shown in figure 12, the portable terminal computer internal memory contains what is determined by pH under normal condition For the pH property lists of pH determination part measured values.For example：150mV when can store pH4.0, During pH7.0 when 300mV, pH10.0 400mV value.
Under modification model state, after pH determination parts are immersed in the samples of pH 4.0, skin State estimating instrument can be transmitted measured value to portable terminal computer by radio communication control portion.Then, The portable terminal chance is compared the measured value of reception with the pH property lists of storage, if Measured value is consistent with the data in pH property lists, will point out to be soaked in next pH samples. If measured value is inconsistent with the data in pH property lists, measured value and pH characteristics will be calculated Difference in table between data, and transmit the difference as reference value to skin condition survey Determine instrument.In addition, the instrument for measuring skin condition can store the reference value, it is described " consistent Whether " a range of error can be considered and set.
For example：If pH4.0 sample measurements are 170mV, portable terminal computer is just from measured value In deduct data 150mV in pH property lists and calculate its difference for+20mV, and by+20mV conducts Reference value transmits the measured value of 170mV to instrument for measuring skin condition.
Then, portable terminal chance prompting is immersed in pH determination parts in pH7.0 samples, connects down The method of operating come is identical with above-mentioned pH4.0.In addition, for the samples of pH 10.0 can also perform phase Same process.
In this case, if pH7.0 sample measurements are 310mV, pH10.0 sample determinations It is worth for 410mV, then is respectively+10mV ,+10mV for the reference value of each sample.This sample Product determine that its number can be carried out correct amendment, can also be only for if focusing on simplicity One sample is operated.
Then, if " first " user is by the portable terminal computer of oneself and the instrument for measuring skin condition Match and the pH determination parts using instrument for measuring skin condition are measured to the skin condition of oneself, skin Skin state estimating instrument will be with the determination data format transmission shown in Figure 13 to portable terminal computer. Here, the intrinsic numbering 410 of determination data form including instrument for measuring skin condition, measured value 420, PH4.0 reference values 430, pH7.0 reference values 440, pH10.0 reference values 450.
Then, the determination data form that the portable terminal computer is transmitted using instrument for measuring skin condition The pH property lists for making storage deform.I.e., as shown in figure 14, storage is made using the reference value of transmission PH characteristics Table A occur as B coordinate diagrams deformation, then by deform B coordinate diagrams calculate Go out pH value to be shown on display part.
Specifically, may be constructed the pH characteristics of storage between pH4.0 and pH7.0 in B coordinate diagrams Respective value raises respectively+20mV in table, the point of+10mV connects the coordinate diagram to be formed with straight line, May be constructed between pH7.0 and pH10.0 and respective value in pH property lists is raised into respectively+10mV The coordinate diagram of formation.
Then, even if determining the portable terminal computer of oneself with the skin condition in " second " user In the case that instrument is matched and skin condition is measured using pH determination part, it is also possible to utilize skin The determination data form of state estimating instrument transmission confirms exactly skin condition.
Easily the skin condition of oneself can be measured by this method, even if long Phase uses can just provide accurate result without replacing pH sensors.
Even if in addition, instrument for measuring skin condition of the user without oneself and only portable terminal computer Skin condition can be measured by the shared of instrument for measuring skin condition.Meanwhile, even if determining The people of skin is replaced and also can provide exactly skin condition data.
In addition, it can be seen from Figure 15, the oil content and moisture determination portion 130 include：MCU(155)、 Wireless communication part 157, electrode portion 140.
That is, can be comprising MCU155 and wireless according to the radio communication control portion 120 of the present embodiment Communication unit 157, the MCU155 produces the voltage of certain frequency by the electrode portion 140.
If making skin A with the electrode portion 140) contact, as a result voltage can again be arrived by skin Up to MCU, then the MCU is analyzed and determines the oil content and moisture content of skin to result voltage. As the different impedances of oil content and water content in the skin also can change, thus result is electric Pressure also can change.The MCU measurement results voltage and oil content and moisture content to skin are pushed away It is fixed.
The electrode portion is provided with battery lead plate in the one side contacted with skin, on the battery lead plate It is arranged with multiple paired electrodes in parallel, is crisscross arranged in turn each other.
Existing battery lead plate singly be arranged paired electrode in parallel.But, in such case Under, as the variation that skin in compression compels degree difference measured value is larger, and result can be caused inaccurate. But, the present invention is that multiple electrodes are crisscross arranged in turn each other, therefore is hardly subject to skin The impact of the degree that suffers oppression such that it is able to obtain the higher end value of confidence level.
Percutaneous magnitude of voltage amplifies again through digital to analog converter (A/D through amplifier Converter after), the smooth circuit consisted of side by side resistance and capacitor is obtained with such as figure The result voltage of the certain pattern (pattern) shown in 16.
That is, MCU can occur voltage by certain load according to the time than output, while according to reception Result voltage form determine skin oil content and water content.That is, as shown in result voltage 1, When result voltage is reduced, the situation for existing with certain slope and being gradually reduced.Such as result voltage 2 It is shown, negative voltage can be produced.Interpretation of result to this result voltage can pass through to test decision, In the present embodiment, by voltage swing, symbol, duty ratio, slope etc. are analyzed so as to Determine oil content and water content.
The result voltage of measure is transmitted to the portable terminal computer of user by wireless communication part 157. The wireless communication part 157 can be by the such as radio communication of bluetooth form and the portable terminal The data that terminal transmitting-receiving transmission is determined.
The portable terminal computer internal memory contains frequency characteristic table, has body inside the frequency characteristic table Body privileged site and corresponding frequency.For example：Hand can be stored in the frequency characteristic table The information such as 1.7KHz, volume 4.2KHz, cheek 2.5KHz.In addition, the oil content and moisture determination portion 130 change occurrence frequency according to body part.
I.e., as shown in figure 17, portable terminal computer will prepare what particular body portion was measured Presentation of information on display part, after measure starts, will be with the spy with reference to the frequency characteristic table Determine the corresponding frequency of body part to transmit to the oil content and moisture determination portion.
Then, the oil content and moisture determination portion make according to the frequency that the portable terminal computer is transmitted MCU produces voltage according to frequency corresponding with body part.That is, when user surveys oil content and moisture content When determining portion and contacting with cheek, the MCU is set to produce voltage according to the frequency of 2.5KHz.When with volume When portion contacts, the MCU is set to produce voltage according to the frequency of 4.2KHz.
As the frequency changes, the skin layer thickness that electric wave passes through also can change.Therefore, As described in the embodiment, if making frequency different according to body part and changing, it is possible to obtain Obtain most accurate measurement result.

Claims (5)

1. a kind of individual skin management system, it is characterised in that：Including：
Instrument for measuring skin condition, it includes the radio communication control portion for determining the sensor portion of skin condition and wirelessly sending the measured value that the sensor portion is determined；
Portable terminal computer, it will be shown on display part based on the result data of the measured value；
Recommendation server, it transmits customized information from the portable terminal computer receive user information and result data and based on the user profile and result data.
2. individual skin management system according to claim 1, it is characterised in that：
The recommendation server includes：Data collection module, it is collected to the data containing user profile and result data；Analysis module, it is analyzed to the data collected；Service supplier module, its result for being based on analysis transmits personalized prescription to user.
3. individual skin management system according to claim 2, it is characterised in that：
Measured value of the portable terminal computer based on instrument for measuring skin condition transmission, the result data related to skin condition is transmitted to the recommendation server,
The service supplier module include customized information offer portion, the recommendation cosmetics for being stored with corresponding with the result data in the customized information offer portion,
The recommendation server is by the information transfer related to the recommendation cosmetics that the customized information offer portion detects to the portable terminal computer.
4. individual skin management system according to claim 3, it is characterised in that：
The portable terminal computer transmits the skin moisture content and pH result datas of user to recommendation server,
The customized information offer portion stores the different skin water content recommendation tables and difference PH recommendation tables, and recommendation cosmetics are detected by the way that different skin water content recommendation tables result is combined from different PH recommendation tables results based on the skin moisture content and pH result datas.
5. individual skin management system according to claim 2, it is characterised in that：
Measured value of the portable terminal computer based on instrument for measuring skin condition transmission, the result data related to skin condition is transmitted to the recommendation server,
The service supplier module includes commercial content portion and production content portion,
The skin condition of different regions or all ages and classes is classified in temporal sequence and is calculated mean value or increment rate by the analysis module using the result data,
The production content portion generates best product demand based on the result that the analysis module is calculated,
The commercial content portion is by comparing the result that the skin condition data storage of different user is calculated with the analysis module, detect a range of user, and for the user for detecting by the portable terminal computer of the information transfer to the user related to the product that the production content portion generates.
CN201610051648.0A 2015-11-09 2016-01-26 Skin status measurement system and individual skin management system therewith Pending CN106667431A (en)

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Cited By (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108961589A (en) * 2018-07-17 2018-12-07 杨莹 A kind of self-service skin quality detection management system
CN109118260A (en) * 2017-06-23 2019-01-01 杭州美界科技有限公司 A kind of beauty recommender system based on Customer Information acquisition
WO2019000908A1 (en) * 2017-06-29 2019-01-03 京东方科技集团股份有限公司 Skin checking device, product information determination method, device and system
KR20210080504A (en) * 2018-10-24 2021-06-30 요트. 바그너 게엠베하 How to apply cosmetic substances to human skin
WO2021223509A1 (en) * 2020-05-08 2021-11-11 未来穿戴技术有限公司 Wearable massager control method and apparatus, computer device, and storage medium

Families Citing this family (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN107239671A (en) * 2017-06-27 2017-10-10 京东方科技集团股份有限公司 A kind of management method of skin condition, device and system

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1513152A (en) * 2001-06-04 2004-07-14 株式会社奈迪 Method of collecting and providing information on makeup
CN1784039A (en) * 2004-12-03 2006-06-07 乐金电子(中国)研究开发中心有限公司 Cosmetics information providing device and method by using mobile communication terminal
CN103717109A (en) * 2011-08-05 2014-04-09 花王株式会社 Skin condition determination method and product presentation method

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1513152A (en) * 2001-06-04 2004-07-14 株式会社奈迪 Method of collecting and providing information on makeup
CN1784039A (en) * 2004-12-03 2006-06-07 乐金电子(中国)研究开发中心有限公司 Cosmetics information providing device and method by using mobile communication terminal
CN103717109A (en) * 2011-08-05 2014-04-09 花王株式会社 Skin condition determination method and product presentation method

Cited By (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109118260A (en) * 2017-06-23 2019-01-01 杭州美界科技有限公司 A kind of beauty recommender system based on Customer Information acquisition
WO2019000908A1 (en) * 2017-06-29 2019-01-03 京东方科技集团股份有限公司 Skin checking device, product information determination method, device and system
US11653873B2 (en) 2017-06-29 2023-05-23 Boe Technology Group Co., Ltd. Skin detection device and product information determination method, device and system
CN108961589A (en) * 2018-07-17 2018-12-07 杨莹 A kind of self-service skin quality detection management system
KR20210080504A (en) * 2018-10-24 2021-06-30 요트. 바그너 게엠베하 How to apply cosmetic substances to human skin
CN113226563A (en) * 2018-10-24 2021-08-06 J·瓦格纳有限责任公司 Method for applying a cosmetic substance to the skin of a person
US20220015525A1 (en) * 2018-10-24 2022-01-20 J. Wagner Gmbh Method for Applying a Cosmetic Substance to the Skin of a Person
KR102573056B1 (en) 2018-10-24 2023-08-31 요트. 바그너 게엠베하 Methods of applying cosmetic substances to human skin
US11944179B2 (en) * 2018-10-24 2024-04-02 J. Wagner Gmbh Method for applying a cosmetic substance to the skin of a person
WO2021223509A1 (en) * 2020-05-08 2021-11-11 未来穿戴技术有限公司 Wearable massager control method and apparatus, computer device, and storage medium

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Application publication date: 20170517