CN105160160B - Big data intelligent analysis system and its application process - Google Patents
Big data intelligent analysis system and its application process Download PDFInfo
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- CN105160160B CN105160160B CN201510504212.8A CN201510504212A CN105160160B CN 105160160 B CN105160160 B CN 105160160B CN 201510504212 A CN201510504212 A CN 201510504212A CN 105160160 B CN105160160 B CN 105160160B
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Abstract
The invention discloses a kind of big data intelligent analysis systems and its application process, above system to include：Terminal device, agent data forwarding server, data cache server and central processing server；Wherein, above-mentioned central processing server is connected respectively with each above-mentioned data cache server；All or part of above-mentioned data cache server is connected respectively with one or more above-mentioned agent data forwarding servers；A part in above-mentioned terminal device is connected respectively with above-mentioned data cache server, and another part in above-mentioned terminal device is connected respectively with above-mentioned agent data forwarding server.According to technical solution provided by the invention, the medical treatment ＆ health big data standard for collecting and analyzing processing, establishing a set of relatively specification of user's medical treatment and healthy big data is realized, and the process field for big data provides the shared platform of a specification.
Description
Technical field
The present invention relates to the communications field, in particular to a kind of big data intelligent analysis system and its application process.
Background technology
Medical system at this stage is the essential information and disease event of hospital internal record patient mostly, is related to hanging mostly
Number, queuing, outpatient clinic appointment, toll collection system etc., even if there is patient's Information Collection System, the information of collection is few, and not into the hand-manipulating of needle
Collection to property.Since in hospital, the data of acquisition are essentially all patient, do not acquire the health status of Healthy People, no
It can bring and analyze, it is impossible to the analysis sample as disease control early warning.Analysis of Medical Treatment Data system cannot handle magnanimity at this stage
Medical data can only be analyzed for a small amount of data, and obtained result does not have universality, accuracy.And analysis speed
Degree is slow, easily malfunctions.
In recent years, with medical treatment and the drastically dilatation of health data and the growth of geometry grade, how to make full use of including shadow
As the various data including data, medical record data, inspection inspection result etc., reasonable advanced data big data collection analysis is built
Platform provides service and assistance for many patients, medical worker, scientific research personnel and government decision person, will become Future Information
The important directions that chemical industry is made.
Medical and healthy big data analysis is as a new industry in internet, but it is medical and strong also to compare shortage at present
The processing of health big data and analysis mechanisms, it is big that medical treatment ＆ health big data faces data volume, and structure type is complicated, and information content is huge,
The characteristics of updating decision, therefore a kind of medical treatment ＆ health big data intelligent analysis system of standard criterion is built, it is urgently to be resolved hurrily at present
The problem of.
Invention content
It is a primary object of the present invention to disclose a kind of big data intelligent analysis system and method, at least to solve correlation
The problem of processing and the analysis mechanisms of the medical and healthy big data of standard criterion are also lacked in technology.
According to an aspect of the invention, there is provided a kind of big data intelligent analysis system.
Big data intelligent analysis system according to the present invention includes：Terminal device, agent data forwarding server, data are delayed
Deposit server and central processing server；Wherein, above-mentioned central processing server respectively with each above-mentioned data buffer service
Device is connected；All or part of above-mentioned data cache server respectively with one or more above-mentioned agent data forwarding server phases
Connection；A part in above-mentioned terminal device is connected respectively with above-mentioned data cache server, another in above-mentioned terminal device
A part is connected respectively with above-mentioned agent data forwarding server.
According to another aspect of the present invention, a kind of application process of big data intelligent analysis system is provided.
The application process of big data intelligent analysis system according to the present invention includes：Central processing server delays via data
It deposits server reception and comes from the collected data of terminal device；Above-mentioned central processing server to above-mentioned collected data into
Row analyzing and processing；Data after analyzing and processing are sent to above-mentioned data cache server by above-mentioned central processing server, so as to
It is checked in the user of above-mentioned terminal device.
By the present invention, using technical solution provided by the invention, user's medical treatment and the collection of healthy big data are realized
And analyzing and processing, a set of medical treatment ＆ health big data standard for comparing specification is established, and the process field for big data provides
The shared platform of one specification.
Description of the drawings
Fig. 1 is the structure diagram of big data intelligent analysis system according to embodiments of the present invention；
Fig. 2 is the configuration diagram of big data intelligent analysis system according to the preferred embodiment of the invention；
Fig. 3 is the configuration diagram according to the big data intelligent analysis system of present example；
Fig. 4 is the flow chart of the application process of big data intelligent analysis system according to embodiments of the present invention.
Specific embodiment
The specific implementation of the present invention is made a detailed description with reference to the accompanying drawings of the specification.
Fig. 1 is the structure diagram of big data intelligent analysis system according to embodiments of the present invention.As shown in Figure 1, the big number
Include according to intelligent analysis system：Terminal device 10 (one is merely illustrated in figure), agent data forwarding server 11 (only show in figure
Gone out one), data cache server 12 (one is merely illustrated in figure) and central processing server 13；Wherein, in above-mentioned
Centre processing server 13 is connected respectively with each above-mentioned data cache server 12；All or part of above-mentioned data buffer service
Device 12 is connected respectively with one or more above-mentioned agent data forwarding servers 11；A part point in above-mentioned terminal device 10
It is not connected with above-mentioned data cache server 12, another part in above-mentioned terminal device 10 turns respectively with above-mentioned agent data
Hair server 11 is connected.
Big data intelligent analysis system shown in FIG. 1 realizes big data (for example, user's medical treatment and healthy big data)
Processing is collected and analyzed, establishes the medical treatment ＆ health big data standard of a set of relatively specification, and be the process field of big data
Provide the shared platform of a specification.
Preferably, as shown in Fig. 2, above-mentioned data cache server 12 may further include：First communication device 120,
It is connected respectively with above-mentioned terminal device and above-mentioned central processing server, reception comes from the collected number of above-mentioned terminal device
According to, by above-mentioned collected data be sent to above-mentioned central processing server and receive come from above-mentioned central processing service
Data after device analyzing and processing；First memory 121 is connected with above-mentioned first communication device, and above-mentioned central processing is serviced
Data after device analyzing and processing are preserved.
Preferably, as shown in Fig. 2, above-mentioned central processing server 13 may further include：Secondary communication device 130,
It is connected with above-mentioned data cache server, the above-mentioned collected number of terminal device is received via above-mentioned data cache server
According to, and the data after above-mentioned central processing server analyzing and processing are sent to above-mentioned data cache server；First processor
131, it is connected with above-mentioned secondary communication device, to coming from the collected number of above-mentioned terminal device of above-mentioned secondary communication device
According to being analyzed and processed.
Preferably, as shown in Fig. 2, above-mentioned central processing server 13 can also include：Second memory 132, it is and above-mentioned
Processor is connected, and the data after above-mentioned processor is analyzed and processed preserve；Then above-mentioned first processor 131, is additionally operable to
When above-mentioned terminal device uploads data, the data of above-mentioned second memory storage are called, according to data of above-mentioned upload and upper
The user information of the data of storage is stated, is judged on above-mentioned central processing server with the presence or absence of Missing data situation or in the presence of still
Untreated data.
Preferably, as shown in Fig. 2, above-mentioned terminal device 10 may further include：Acquire user's medical treatment and health data
Harvester 100；Third memory 101 is connected with above-mentioned harvester, stores the collected number of above-mentioned harvester
According to；Third communication device 102 is connected with above-mentioned third memory, and above-mentioned collected data are sent to above-mentioned data delays
Server is deposited, receives the number after the above-mentioned central processing server analyzing and processing for coming from and being stored on above-mentioned data cache server
According to；Second processor 103 is connected with above-mentioned harvester and above-mentioned third memory, is less than in current network signal strength
During predetermined threshold, above-mentioned third memory is controlled to preserve above-mentioned collected data, it is big in current network signal strength
When equal to predetermined threshold, control above-mentioned third memory that currently stored total data is sent to above-mentioned data buffer service
Device.
Preferably, terminal device 10 can be at least one of：Mobile phone and Bluetooth measuring device；Tablet computer and bluetooth
Measuring apparatus；Global system for mobile communications (GSM) measuring apparatus；Mobile phone；Tablet computer.
For example, Bluetooth measuring device can be connected by Blue-tooth communication method with mobile phone, then the mobile phone passes through GPRS
Either 3G network or 4G networks or WIFI network are connected on data cache server network；Bluetooth measuring device also may be used
To be connected by Blue-tooth communication method with tablet computer, then the tablet computer by GPRS network either 3G network or
4G networks or WIFI network are connected on data cache server；Tablet computer or mobile phone can also directly pass through GPRS nets
Either 3G network or 4G networks or WIFI network are connected on data cache server network.
It is further described below in conjunction with example shown in Fig. 3.
Fig. 3 is the configuration diagram according to the big data intelligent analysis system of present example.As shown in figure 3, the big number
Include according to intelligent analysis system：Positioned at the central processing server 30, data cache server 31 and data generation of server side
Manage forwarding server 32 etc., positioned at terminal device 33 of end side etc., for example, mobile phone and Bluetooth measuring device, above system by
Server and terminal device cooperate completion jointly.
In this example, the big data intelligent analysis system framework is as follows：
Mainly by terminal device (for example, smart mobile phone shown in Fig. 3, tablet computer, GSM measuring apparatus, bluetooth equipment
Deng) gathered data, if user's suspension or network signal intensity, less than predetermined threshold, collected data can be deposited temporarily
In the memory of mobile phone in the case where there is network signal intensity to be more than predetermined threshold, terminal device will have been adopted currently for storage
The data collected are all uploaded onto the server side.Server side is mainly provided with data cache server and central processing service
Device, the major function of data cache server are the data buffer storages that will be analyzed by central processing unit, are led to convenient for user
Terminal device (for example, mobile phone) is crossed to check.Central processing server includes memory, has the function of memory.For example, work as GSM
When having measurement data in equipment, terminal device can be automatically uploaded to server side, when the GSM equipment users measure again, in
Entreat processing server can according to the corresponding user information of correction data, judge on server whether also to exist other loss or
Untreated data.
Fig. 4 is the flow chart of the application process of big data intelligent analysis system according to embodiments of the present invention.Such as Fig. 4 institutes
Show, the application process of the big data intelligent analysis system includes：
Step S401：Central processing server comes from the collected number of terminal device via data cache server reception
According to；
Step S402：Above-mentioned central processing server analyzes and processes above-mentioned collected data；
Step S403：Data after analyzing and processing are sent to above-mentioned data buffer service by above-mentioned central processing server
Device, in order to which the user of above-mentioned terminal device is checked.
Big data intelligent analysis method shown in Fig. 4 realizes big data (for example, user's medical treatment and healthy big data)
Processing is collected and analyzed, establishes the medical treatment ＆ health big data standard of a set of relatively specification, and be the process field of big data
Provide the shared platform of a specification.
Preferably, come from terminal device via data cache server reception in the central processing server of step S401
Before collected data, following processing can also be included：When current network signal strength is less than predetermined threshold, above-mentioned terminal
Above-mentioned collected data are stored in local by equipment；When current network signal strength is more than or equal to predetermined threshold, above-mentioned end
Currently stored total data is sent to above-mentioned data cache server by end equipment.
Preferably, above-mentioned central processing server analyzes and processes above-mentioned collected data in step S402
When, following processing can also be included：When above-mentioned terminal device uploads data, above-mentioned central processing server calls the number of storage
According to, according to the data of above-mentioned upload and the user information of the data of above-mentioned storage, judge on above-mentioned central processing server whether
There are Missing data situation or there are still untreated data.
Preferably, above-mentioned terminal device can be at least one of：Mobile phone and Bluetooth measuring device；Tablet computer and indigo plant
Tooth measuring apparatus；Global system for mobile communications (GSM) measuring apparatus；Mobile phone；Tablet computer.
For example, Bluetooth measuring device can be connected by Blue-tooth communication method with mobile phone, then the mobile phone passes through GPRS
Either 3G network or 4G networks or WIFI network are connected on data cache server network；Bluetooth measuring device also may be used
To be connected by Blue-tooth communication method with tablet computer, then the tablet computer by GPRS network either 3G network or
4G networks or WIFI network are connected on data cache server；Tablet computer or mobile phone can also directly pass through GPRS nets
Either 3G network or 4G networks or WIFI network are connected on data cache server network.
In conclusion by above-described embodiment provided by the invention, new data and analysis model are introduced, establish one
Operating mechanism is covered, has built up orderly, dynamic, sustainable development a system engineering, it is each in process of construction to promote
Regular orderly, the realization integration of link.The a set of construction criteria of specification, without standard just without system, to realize all types
Network interconnection, information mutual communication, the resource-sharing of information system lay the foundation.A shared platform is built, data are only continuous
Flowing is shared with abundant, just there is vitality, by data integration, should be realized at different levels on the basis of the construction of each private database
The data exchange of all kinds of Command Information Systems and data sharing.
Disclosed above is only several specific embodiments of the present invention, and still, the present invention is not limited to this, any ability
What the technical staff in domain can think variation should all fall into protection scope of the present invention.
Claims (8)
1. a kind of big data intelligent analysis system, which is characterized in that including：Terminal device, agent data forwarding server, data
Cache server and central processing server；Wherein,
The central processing server is connected respectively with each data cache server；
All or part of data cache server is connected respectively with one or more agent data forwarding servers；
A part in the terminal device is connected respectively with the data cache server, another in the terminal device
Part is connected respectively with the agent data forwarding server；
Wherein, central processing server comes from the collected data of terminal device via data cache server reception, described
Central processing server analyzes and processes the collected data, and the central processing server will be after analyzing and processing
Data are sent to the data cache server, in order to which the user of the terminal device is checked.
2. system according to claim 1, which is characterized in that the data cache server includes：
First communication device is connected respectively with the terminal device and the central processing server, and reception comes from described
The collected data are sent to the central processing server and reception come from by the collected data of terminal device
Data after central processing server analyzing and processing；
First memory is connected with the first communication device, the data after the central processing server is analyzed and processed
It is preserved.
3. system according to claim 1, which is characterized in that the central processing server includes：
Secondary communication device is connected with the data cache server, and the end is received via the data cache server
The collected data of end equipment, and the data after central processing server analyzing and processing are sent to the data buffer storage and are taken
Business device；
First processor is connected with the secondary communication device, and the terminal for coming from the secondary communication device is set
Standby collected data are analyzed and processed.
4. system according to claim 3, which is characterized in that the central processing server further includes：Second memory,
It is connected with the processor, the data after the processor is analyzed and processed preserve；
The then first processor is additionally operable to when the terminal device uploads data, calls the second memory storage
Data, according to the data of the upload and the user information of the data of the storage, judge be on the central processing server
It is no there are Missing data situation or exist still untreated data.
5. system according to claim 1, which is characterized in that the terminal device includes：
Acquire the harvester of user's medical treatment and health data；
Third memory is connected with the harvester, stores the collected data of the harvester；
Third communication device is connected with the third memory, and the collected data are sent to the data buffer storage
Server receives the number after the central processing server analyzing and processing for coming from and being stored on the data cache server
According to；
Second processor is connected with the harvester and the third memory, in current network signal strength less than pre-
When determining threshold value, the third memory is controlled to preserve the collected data, is more than in current network signal strength
During equal to predetermined threshold, control the third memory that currently stored total data is sent to the data buffer service
Device.
6. system according to claim 5, which is characterized in that the terminal device is at least one of：
Mobile phone and Bluetooth measuring device；
Tablet computer and Bluetooth measuring device；
Global system for mobile communications GSM measuring apparatus；
Mobile phone；
Tablet computer.
7. a kind of application process of big data intelligent analysis system according to any one of claims 1 to 6, which is characterized in that
Including：
When current network signal strength is less than predetermined threshold, the collected data are stored in this by the terminal device
Ground；
When current network signal strength is more than or equal to predetermined threshold, the terminal device sends currently stored total data
To the data cache server；
Central processing server comes from the collected data of terminal device via data cache server reception；
The central processing server analyzes and processes the collected data；
Data after analyzing and processing are sent to the data cache server by the central processing server, in order to the end
The user of end equipment is checked.
8. the application process of big data intelligent analysis system according to claim 7, which is characterized in that in the centre
When reason server analyzes and processes the collected data, further include：
When the terminal device uploads data, the central processing server calls the data of storage, according to the upload
The user information of data and the data of the storage, judge on the central processing server with the presence or absence of Missing data situation or
There are still untreated data in person.
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| CN107491990A (en) * | 2017-08-12 | 2017-12-19 | 卢琳华 | Share healthy platform |
| CN107277183A (en) * | 2017-08-20 | 2017-10-20 | 成都才智圣有科技有限责任公司 | Data analysis set-up based on cloud computing |
| CN107911870A (en) * | 2017-10-27 | 2018-04-13 | 上海京颐科技股份有限公司 | Mobile terminal connection method and device, storage medium, mobile terminal |
| CN108960758A (en) * | 2018-03-15 | 2018-12-07 | 北京鸿游科技有限公司 | Architectural engineering process control management system |
| CN108307422A (en) * | 2018-03-16 | 2018-07-20 | 上海重盟信息技术有限公司 | Data transmission method, device and WiFi probe devices |
| KR102143684B1 (en) * | 2018-04-12 | 2020-08-13 | (주) 텔로팜 | Apparatus for measuring water content in soil |
| CN109743747A (en) * | 2018-11-13 | 2019-05-10 | 北京码牛科技有限公司 | User behavior analysis method and device based on big data and cloud computing |
| CN109509531A (en) * | 2018-12-19 | 2019-03-22 | 贵阳朗玛信息技术股份有限公司 | A kind of method and system of drugstore dispensing dispensing |
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