CN110047590A - One kind can be used for myopia prevention and control purpose method and its intelligent terminal system - Google Patents

One kind can be used for myopia prevention and control purpose method and its intelligent terminal system Download PDF

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Publication number
CN110047590A
CN110047590A CN201910321758.8A CN201910321758A CN110047590A CN 110047590 A CN110047590 A CN 110047590A CN 201910321758 A CN201910321758 A CN 201910321758A CN 110047590 A CN110047590 A CN 110047590A
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data
prevention
cloud
control
database
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张卫东
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90Details of database functions independent of the retrieved data types
    • G06F16/95Retrieval from the web
    • G06F16/953Querying, e.g. by the use of web search engines
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H50/00ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/20ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for computer-aided diagnosis, e.g. based on medical expert systems

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  • Engineering & Computer Science (AREA)
  • Databases & Information Systems (AREA)
  • Health & Medical Sciences (AREA)
  • Biomedical Technology (AREA)
  • Data Mining & Analysis (AREA)
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  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
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  • General Health & Medical Sciences (AREA)
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Abstract

The invention discloses one kind can be used for myopia prevention and control purpose method and its intelligent terminal system, comprising the following steps: S1: client data input acquires the data of data and user's typing by sensor module;S2: client data processing;S3: cloud data input;S4: cloud data processing;S5: cloud data output;S6: client screen shows data;The invention also discloses one kind can be used for myopia prevention and control purpose intelligent terminal system, it include timer, pedometer, photosensitive element, picture taking lens and GPS locator including sensor module, microprocessor, near-sighted prevention and control software, storage chip, 4G TOCOM total communication and WIFI, cloud device and display, the sensor module.By means of the present invention in cycles, circulation preferably and Long-term correction, client can be helped to form the good of prevention and control myopia and be accustomed to eye, prevention is finally reached, controls or slow down the purpose of myopia progression process.

Description

One kind can be used for myopia prevention and control purpose method and its intelligent terminal system
Technical field
It is specifically a kind of to can be used for myopia prevention and control purpose method the present invention relates to computerized algorithm field.
It is specifically a kind of to can be used for myopia prevention and control purpose intelligent terminal system the present invention relates to computerized algorithm field.
Background technique
Near-sighted prevention and control smart mirror is broadly divided into three steps, first is that data acquisition, available data category be the outdoor time, Illumination intake, effective light application time, reminded with eye load, faulty posture, low coverage between at the moment, movement step number;Second is that analysis Data automatically enter cloud by " smart machine " collected complete period health data, carry out data analysis and process, then fixed Phase issues professional;Third is that risk profile, it is dry that medical practitioner carries out integration modeling, comparative analysis, individual instructions to data In advance, it visualizes.
The objective disadvantage of near-sighted prevention and control smart mirror: first is that needing to wear near-sighted prevention and control smart mirror, for not wearing glasses Crowd, the generally existing psychology for contradicting wearing spectacles, therefore degree of cooperation is lower;Second is that cannot be into during analysis data Row big data is preferred, cannot design the optimal myopia prevention and control scheme of promotion based on the limitation of objective environment;Third is that cannot acquire The data of eye function practice, such as the data of eye exercises;Fourth is that the eyeshield process and recommendation on improvement on the same day cannot be proposed in real time, no The problem of " today, how I should do " can be answered in real time.
Summary of the invention
The purpose of the present invention is to provide one kind can be used for myopia prevention and control purpose method and its intelligent terminal system, with solution Certainly the problems mentioned above in the background art.
To achieve the above object, the invention provides the following technical scheme: one kind can be used for myopia prevention and control purpose method, packet Include following steps:
S1: client data input acquires the data of data and user's typing by sensor module;
S2: client data processing runs myopia prevention and control software systems, myopia prevention and control software by intelligent processor The data storage of acquisition is calculated the data acquired in terminal database, then through myopia prevention and control software systems by system, into The analysis of row data obtains difference value and initial value;
S3: cloud data input, and the data in terminal database are transferred in cloud database;
S4: cloud data processing, cloud database calculate analyzing to the data in cloud database obtains difference value With initial value, the data and the processed data of cloud database that client process is crossed carry out cloud sequence in the database;
S5: the output of cloud data, data progress cloud scheme after sequence is preferred, the preferred embodiment data in cloud are defeated Out;
S6: client screen shows data.
Preferably, the data that sensor module acquires in the S1 include duration, distance, speed, picture, photosensitive and seat Appearance, the data of user's typing include eyesight reading, Overload Class, sports category and sleeping time.
Preferably, terminal database and the data stored by cloud database are eyesight testing scene in the S2 and S3 Data E, including degree+duration+picture;Close eye contextual data X, including load+duration+picture;Outdoor activities scene Data Y, including distance+duration+picture;Eye function contacts scene big data Z, including movement+duration+picture, and database uses four Class data and 12 variables are as database data framework.
Preferably, difference value and initial value use △ E/E, △ X/X, △ Y/Y, △ Z/Z in the S2 and S3.
Preferably, cloud sorts to obtain data to be that eyesight testing scene big data △ E/E is sorted, closely used in the S4 Eye scene big data △ X/X sequence, outdoor activities scene big data △ Y/Y sequence, eye function practice scene big data △ Z/Z row Sequence.
Preferably, the cloud scheme in the S5 is preferably that user's sequencing schemes are preferred, orientation testing scheme is preferred, scientific research Introduction plan is preferably preferred with scene customized solution.
One kind can be used for myopia prevention and control purpose intelligent terminal system, including sensor module, microprocessor, near-sighted prevention and control Software, storage chip, 4G TOCOM total communication and WIFI, cloud device and display, the sensor module include timer, step counting Device, photosensitive element, picture taking lens and GPS locator, the function of the microprocessor are to execute instruction collection and runs software, are intelligence Can terminal the condition for running near-sighted prevention and control software is provided, the function of the myopia prevention and control software be operation client database and into The analysis of row data, database synchronization carries out data analysis beyond the clouds, and it is excellent to carry out scheme according to near-sighted control effect difference value ratio Gather sequence pushes preferred near-sighted prevention and control scheme to client user immediately, and and guide and correct user commonly uses eye habit day, The function of the storage chip is operation client database and carries out data analysis, and database synchronization carries out data point beyond the clouds Analysis carries out scheme preference ordering according to near-sighted control effect difference value ratio, pushes preferred myopia to client user immediately Prevention and control scheme, the 4G TOCOM total communication is that intelligent terminal is connected with internet with the function of WIFI, to realize visitor The data operation and data exchange directly synchronized between family client database and cloud database;It can be with using cloud database The high-volume database data of parallel processing client transmission, to complete near-sighted prevention and control scheme preference ordering task, the cloud Connection and operation between magnanimity client may be implemented in equipment, transmits the anti-prosecutor of myopia of magnanimity to cloud by client Case carries out unified data analysis and preference ordering beyond the clouds, can most be quickly found most effective near-sighted prevention and control scheme, then It by the data-pushing to client, instructs user to correct immediately and is accustomed to eye, to really play prevention, control or slow down close Depending on the effect of development process, the display is the included liquid crystal display of intelligent terminal, soft for receiving near-sighted prevention and control The data idsplay order that part issues, and timing shows automatically or with " video+text+figure in a manner of " picture+text+sound " The automatic near-sighted prevention and control scheme played via the preferred promotion of cloud database of mode timing of piece ", can real-time instruction user give Correctly to implement, also can at-once monitor feed back near-sighted control effect, make prevention and control scheme it is excellent in it is more excellent.
Preferably, the timer, which can acquire the data of " duration ", pedometer, can acquire " distance " and " speed " Data, photosensitive element can be acquired with the data of " illumination ", picture taking lens inside and outside collection room scene expressed by " picture " or Data, the GPS locator of content can acquire the data of " motion profile, distance, time, speed " and " motion profile " can To decomposite the data of " closely move " and " outdoor sports " and " exercise duration ", on intelligent terminal, other are passed The data of sensor acquisition.
Compared with prior art, the beneficial effects of the present invention are:
1, with using upper convenience;It is special using this to the conflict psychology of Intelligent preventive control glasses different from non-near-sighted user The intelligent terminal of benefit design is suitable for all myopia or non-near-sighted user, they can directly be obtained by cloud database Take preferred near-sighted prevention and control scheme;
2, with the convenience in data input;User can directly input some necessary data by voice, such as regard Dynamics number, working load etc. carry out data conversion without equipment such as bluetooths;
3, near-sighted control effect visualization;Near-sighted prevention and control scheme can be directly assessed by data difference value change rate to implement Effect with lasting promotion user prevention, control or slow down obtaining for myopia progression process to push prevention and control scheme constantly preferred It must feel;
4, near-sighted prevention and control behavior " net is red " is changed;If some user obtain near-sighted control effect more it is good so he adopted Near-sighted prevention and control scheme is bigger by the probability of preferred promotion, he is also more likely to become the " net in near-sighted prevention and control field It is red ", to obtain high economic benefit;
5, the group feature of near-sighted prevention and control behavior;Near-sighted prevention and control behavior and magnanimity by cloud database single user are used The near-sighted prevention and control behavior at family links together, and it is close for universal whole people's prevention and control to pool the myopia prevention and control group that one grows stronger day by day There is very big effect depending on consciousness;
6, near-sighted prevention and control scheme screen display format embodies fashion or interest;Using " picture+text+sound " or The display format of " video+text+picture " can merge the live element comprising all kinds of fashions or interest, be conducive to attract More teenagers participate in near-sighted prevention and control activity, and the behavior for making prevention and control myopia become more and more people is conscious;Myopia is anti- Control the algorithm framework of database software, including difference value and difference value change rate;The data framework of cloud database, including four classes Data and 12 variables;The data analysing method of cloud database, including difference value and difference value change rate, and according to difference The size of different value change rate is ranked up preferred method to near-sighted prevention and control scheme;The screen output format of near-sighted prevention and control scheme, Display format and four class data including " picture+text+sound " or " video+text+picture " and 12 variables it is defeated Format out.
Detailed description of the invention
Fig. 1 is flow chart of the method for the present invention;
Fig. 2 is system block diagram of the invention;
Fig. 3 is the screen display format figure of near-sighted prevention and control scheme of the invention.
Specific embodiment
The technical scheme in the embodiments of the invention will be clearly and completely described below, it is clear that described implementation Example is only a part of the embodiment of the present invention, instead of all the embodiments.Based on the embodiments of the present invention, this field is common Technical staff's every other embodiment obtained without making creative work belongs to the model that the present invention protects It encloses.
Embodiment one
Fig. 1, Fig. 2 and Fig. 3 are please referred to, the present invention provides a kind of technical solution: one kind can be used for myopia prevention and control destination party Method and its intelligent terminal system, compared with near-sighted prevention and control smart mirror, input in the physical aspect of smart machine, client data, Client data processing, the input of cloud data, cloud data processing, the output of cloud data, client screen show the side such as data Face all has substantive difference, these difference can be from the calculation of the data framework and near-sighted prevention and control software of near-sighted prevention and control database It is preferably embodied in terms of method framework;
In client, Various types of data is scaled four class data, i.e. eyesight testing contextual data first, including degree+when Length+picture, close eye contextual data, including load+duration+picture, outdoor activities contextual data, including distance+duration+ Picture, eye function practice contextual data, including movement+duration+picture, these four types of data and it includes 12 variables constitute The data framework of near-sighted prevention and control database, and the numerical value change difference and data initial value that Various types of data occurs in some cycles Ratio can correspond to the actual effect for reacting that near-sighted prevention and control reach in the period, therefore it constitutes near-sighted prevention and control software and is used for The algorithm framework of data analysis;
Due to having carried out standardization to the data that smart machine acquires in client, these data are after inputting cloud The near-sighted prevention and control database in cloud is just constituted, these magnanimity myopia prevention and control data from a large amount of clients are exactly preferred myopia The big data basic resource of eye prevention and control scheme, determines in addition, the near-sighted prevention and control database in cloud is also acquired for myopia prevention and control To test data, carry out the data of myopia prevention and control scientific research or by the myopia prevention and control data of client's customized, And the preference ordering of the near-sighted prevention and control scheme for relying on these special data to constitute in the database;
Beyond the clouds in big data sequence, using the difference value change rate of data as sort by, vision performance changes for we Bigger into being worth, ordering values are more in front;And vision performance improvement values are smaller or become poorer, then its ordering values is got over Later, the maximum tens kinds of schemes of vision performance improvement values just become preferred embodiment, in conjunction with each user of client Concrete scene constraint, to its recommendation can match with its usage scenario five to ten set preferred embodiments it is selective, in user It draws and is timed push from cloud to client after hooking mark, instruct client to implement myopia by the display of intelligent terminal display screen Eye prevention and control measure.
Through the above scheme in cycles, circulation preferably and Long-term correction, client can be helped to form prevention and control myopia It is good be accustomed to eye, be finally reached prevention, control or slow down the purpose of myopia progression process.
It although an embodiment of the present invention has been shown and described, for the ordinary skill in the art, can be with A variety of variations, modification, replacement can be carried out to these embodiments without departing from the principles and spirit of the present invention by understanding And modification, the scope of the present invention is defined by the appended.

Claims (8)

1. one kind can be used for myopia prevention and control purpose method, which comprises the following steps:
S1: client data input acquires the data of data and user's typing by sensor module;
S2: client data processing runs myopia prevention and control software systems, myopia prevention and control software systems by intelligent processor By the data storage of acquisition in terminal database, then by the data of myopia prevention and control software systems calculating acquisition, counted Difference value and initial value are obtained according to analysis;
S3: cloud data input, and the data in terminal database are transferred in cloud database;
S4: cloud data processing, cloud database to the data in cloud database carry out calculate analysis obtain difference value and just Initial value, the data and the processed data of cloud database that client process is crossed carry out cloud sequence in the database;
S5: the output of cloud data, data progress cloud scheme after sequence is preferred, the preferred embodiment data in cloud are exported;
S6: client screen shows data.
2. can be used for myopia prevention and control purpose method according to one kind as described in claim 1, it is characterised in that: passed in the S1 The data of sensor module acquisition include duration, distance, speed, picture, photosensitive and sitting posture, and the data of user's typing include eyesight Reading, Overload Class, sports category and sleeping time.
3. can be used for myopia prevention and control purpose method according to one kind as described in claim 1, it is characterised in that: the S2 and S3 Data stored by middle terminal database and cloud database are eyesight testing contextual data E, including degree+duration+picture; Close eye contextual data X, including load+duration+picture;Outdoor activities contextual data Y, including distance+duration+picture; Eye function contacts scene big data Z, including movement+duration+picture, and database is using four class data and 12 variables as data Library data framework.
4. can be used for myopia prevention and control purpose method according to one kind as claimed in claim 3, it is characterised in that: the S2 and S3 Middle difference value and initial value use △ E/E, △ X/X, △ Y/Y, △ Z/Z.
5. can be used for myopia prevention and control purpose method according to one kind as claimed in claim 4, it is characterised in that: the S4 medium cloud It is eyesight testing scene big data △ E/E sequence, close eye scene big data △ X/X sequence, family that end sequence, which obtains data, Outer activity scene big data △ Y/Y sequence, the practice scene big data △ Z/Z sequence of eye function.
6. can be used for myopia prevention and control purpose method according to one kind as described in claim 1, it is characterised in that: in the S5 Cloud scheme be preferably user's sequencing schemes preferably, orientation testing scheme preferably, material grind introduction plan preferably with scene customization side Case is preferred.
7. can be used for myopia prevention and control purpose intelligent terminal system according to one kind as described in claim 1, which is characterized in that packet Include sensor module, microprocessor, near-sighted prevention and control software, storage chip, 4G TOCOM total communication and WIFI, cloud device and display Device, the sensor module include timer, pedometer, photosensitive element, picture taking lens and GPS locator, the microprocessor Function be to execute instruction collection and runs software, the condition for running near-sighted prevention and control software is provided for intelligent terminal, the myopia is anti- The function of control software is operation client database and carries out data analysis, and database synchronization carries out data analysis beyond the clouds, is pressed Scheme preference ordering is carried out according to near-sighted control effect difference value ratio, pushes the preferred anti-prosecutor of myopia to client user immediately Case, and guide and correct user commonly uses eye habit day, and the function of the storage chip is operation client database and progress Data analysis, database synchronization carries out data analysis beyond the clouds, and it is preferred to carry out scheme according to near-sighted control effect difference value ratio Sequence pushes preferred near-sighted prevention and control scheme to client user immediately, and the function of the 4G TOCOM total communication and WIFI are by intelligence Energy terminal device is connected with internet, to realize the number directly synchronized between client database and cloud database According to operation and data exchange;The high-volume database data that can be transmitted using cloud database with parallel processing client, thus complete At near-sighted prevention and control scheme preference ordering task, connection and operation between magnanimity client is may be implemented in the cloud device, is led to Near-sighted prevention and control scheme of the client to cloud transmission magnanimity is crossed, carries out unified data analysis and preference ordering beyond the clouds, it can be with It is most quickly found most effective near-sighted prevention and control scheme, then by the data-pushing to client, instructs user to correct immediately and uses Eye habit, thus the effect for really playing prevention, controlling or slow down myopia progression process, the display is intelligent terminal Included liquid crystal display, the data idsplay order issued for receiving near-sighted prevention and control software, and with " picture+text+sound " The automatic display of mode timing or automatic play of timing preferably pushes away via cloud database in a manner of " video+text+picture " The near-sighted prevention and control scheme of Jie, can real-time instruction user correctly implement, also can at-once monitor feed back near-sighted control effect, make It is more excellent during prevention and control scheme is excellent.
8. can be used for myopia prevention and control purpose intelligent terminal system according to one kind as claimed in claim 7, it is characterised in that: institute State timer can acquire the data of " duration ", pedometer can acquire the data of " distance " and " speed ", photosensitive element can be with The data of " illumination ", picture taking lens can acquire data, the GPS positioning of scene expressed by " picture " or content inside and outside collection room Device can acquire the data of " motion profile, distance, time, speed " and " motion profile " can be decomposited and " closely be transported It is dynamic " and the data of " outdoor sports " and " exercise duration ", intelligent terminal on the data that acquire of other sensors.
CN201910321758.8A 2019-04-22 2019-04-22 One kind can be used for myopia prevention and control purpose method and its intelligent terminal system Pending CN110047590A (en)

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Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104751611A (en) * 2015-04-10 2015-07-01 游玉霞 Method, device and equipment for preventing and controlling myopia
RU2015149119A (en) * 2015-11-16 2017-05-19 Государственное бюджетное образовательное учреждение высшего профессионального образования "Южно-Уральский государственный медицинский университет" Министерства здравоохранения Российской Федерации (ГБОУ ВПО ЮУГМУ Минздрава России) METHOD FOR FORECASTING MYOPIA PROGRESSION IN CHILDREN
CN107595239A (en) * 2015-06-02 2018-01-19 杭州镜之镜科技有限公司 Individual uses eye monitoring system
CN108281197A (en) * 2018-01-25 2018-07-13 中南大学 A method of relationship between analysis environmental factor and juvenile shortsightedness
CN109523726A (en) * 2018-11-30 2019-03-26 广西秒看科技有限公司 A kind of myopia Intelligent preventive control equipment, prevention and control system and preventing control method

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104751611A (en) * 2015-04-10 2015-07-01 游玉霞 Method, device and equipment for preventing and controlling myopia
CN107595239A (en) * 2015-06-02 2018-01-19 杭州镜之镜科技有限公司 Individual uses eye monitoring system
RU2015149119A (en) * 2015-11-16 2017-05-19 Государственное бюджетное образовательное учреждение высшего профессионального образования "Южно-Уральский государственный медицинский университет" Министерства здравоохранения Российской Федерации (ГБОУ ВПО ЮУГМУ Минздрава России) METHOD FOR FORECASTING MYOPIA PROGRESSION IN CHILDREN
CN108281197A (en) * 2018-01-25 2018-07-13 中南大学 A method of relationship between analysis environmental factor and juvenile shortsightedness
CN109523726A (en) * 2018-11-30 2019-03-26 广西秒看科技有限公司 A kind of myopia Intelligent preventive control equipment, prevention and control system and preventing control method

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Application publication date: 20190723