CN109165211A - A kind of poor student based on big data precisely subsidizes system - Google Patents
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Abstract
The invention discloses a kind of poor students based on big data precisely to subsidize system, belongs to Internet technical field, including operation system interface layer, data conversion layer, central database layer, data analysis layer, application layer and terminal represent layer；Operation system interface layer is for providing the interface of school side's system；Data conversion layer is used to obtain the data of school side's system by operation system interface layer, and carries out data cleansing using data of the ETL data conversion platform to school side's system of acquisition and be converted to business datum, and send central database layer for business datum；The business datum that data analysis layer is used to be provided according to central database layer carries out rule analysis, obtains data analysis result, and provides the displaying of visualization interface form；Application layer is used to provide data analysis result data download channel and service interfacing entrance for terminal represent layer；Terminal represent layer is used for the request according to user, downloading and the corresponding data analysis result of displaying.
Description
Technical field
The present invention relates to Internet technical field, in particular to a kind of poor student based on big data precisely subsidizes system.
Background technique
The policy of the country of colleges and universities' response at present is called, and goes into overdrive to subsidize in school poor student.In order to guarantee the money of poor student
Help the objective and accurate actual grade it is necessary to accurately determine poor student and poor student.
Existing solution is mainly determined according to judgement group, but the data standard that can be referred to is not quasi- enough
Really, also very limited in terms of the reference of judgement.Meanwhile the operation system of existing school is relatively independent, some data reference foundations
To be obtained from specified operation system, the data of acquisition need it is artificial go to compare analyze, workload is huge.And poor student comments
It after fixed, can not timely and effectively be tracked by the life data in school, will lead to a kind of situation is exactly poor student
Once evaluating, be often always maintained at school work terminates grade.
Summary of the invention
The purpose of the present invention is to provide a kind of poor students based on big data precisely to subsidize system, is sentenced with improving poor student
Fixed accuracy and objectivity.
In order to achieve the above object, the present invention precisely subsidizes system, including business using a kind of poor student based on big data
System interface layer, data conversion layer, central database layer, data analysis layer, application layer and terminal represent layer；
For operation system interface layer for providing the interface of school side's system, which includes card system, financial system, religion
Business system and logistic system,
Data conversion layer is used to obtain the data of school side's system by operation system interface layer, and utilizes ETL data conversion platform
Data cleansing is carried out to the data of school side's system of acquisition and is converted to business datum, and sends middle calculation for business datum
According to library layer；
The business datum that data analysis layer is used to be provided according to central database layer carries out rule analysis, obtains data analysis knot
Fruit, and the displaying of visualization interface form is provided；
Application layer is used to provide data analysis result data download channel and service interfacing entrance for terminal represent layer；
Terminal represent layer is used for the request according to user, downloading and the corresponding data analysis result of displaying.
Further, the central database layer includes the database of the certain amount of configured in advance, and the database is equal
Connect and be put into pond with pond, with etc. it is to be called.
Further, the data analysis layer is included WEB publisher server, file server and is arranged with trunking mode
More application system servers.
Further, the terminal represent layer is integrated mobile terminal platform, supports multiple users access.
Further, the user terminal includes user management module, role management module, menu management module, permission
Management module and parameter configuration module；
User management module is used to carry out user base information newly-increased or management by synchronization；
Role management module is for configuring and distributing user role；
Menu management module is for configuring system function menu；
Authority management module is used to carry out authority distribution to user role；
Parameter configuration module is for configuring sorts of systems parameter.
Further, the application system server includes all-purpose card Consumption module, financial system payment analysis mould
Block and network charge system data analysis module；
All-purpose card Consumption module is used to analyze the level of consumption of corresponding student according to all-purpose card consumer record；
Payment information data of the financial system payment analysis module for student in school are analyzed, and show analysis result；
Network charge system data of the network charge system data analysis module for student in school are analyzed, and show knot
Fruit.
Compared with prior art, there are following technical effects by the present invention: the present invention analyzes each dimension from various dimensions
Data, and do Comprehensive Assessment analysis.This avoid inaccuracies brought by unilateral evaluation.It is maximum by comprehensive analysis
Accomplishing in degree is fair and just, allows the student for really needing subsidy to obtain the subsidy of country, smoothly finishes school.By and
When acquisition business datum, and comprehensively consider analysis of passing a judgement according to evaluation criteria various dimensions, provide analysis result to evaluation
Ginseng is examined.Meanwhile the present invention can do subsequent consumer behavior tracking to these students, data source or various dimensions are sentenced
It is disconnected.It is analyzed according to the data of these subsequent tracking, is supplied to relevant personnel and does micro- foundation for judging poor grade.Accomplish in this way
Effective supervision, allows the fund of subsidy that can play maximum effect.
Detailed description of the invention
With reference to the accompanying drawing, specific embodiments of the present invention will be described in detail:
Fig. 1 is the general frame figure that a kind of poor student based on big data precisely subsidizes system；
Fig. 2 is the system schematic diagram that a kind of poor student based on big data precisely subsidizes system；
Fig. 3 is using the distributed system schematic diagram for sharing technology jointly；
Fig. 4 is fault-tolerant and load balance realizes process schematic；
Fig. 5 is data analysis layer horizontal extension schematic diagram；
Fig. 6 is user terminal structural schematic diagram；
Fig. 7 is application system server architecture schematic diagram；
Fig. 8 is security hardening strategy schematic diagram.
Specific embodiment
In order to further explain feature of the invention, reference should be made to the following detailed description and accompanying drawings of the present invention.Institute
Attached drawing is only for reference and purposes of discussion, is not used to limit protection scope of the present invention.
As shown in Figure 1 to Figure 2, present embodiment discloses a kind of poor students based on big data precisely to subsidize system, including
Operation system interface layer, data conversion layer, central database layer, data analysis layer, application layer and terminal represent layer；
For operation system interface layer for providing the interface of school side's system, which includes card system, financial system, religion
Business system and logistic system,
Data conversion layer is used to obtain the data of school side's system by operation system interface layer, and utilizes ETL data conversion platform
Data cleansing is carried out to the data of school side's system of acquisition and is converted to business datum, and sends middle calculation for business datum
According to library layer；
The business datum that data analysis layer is used to be provided according to central database layer carries out rule analysis, obtains data analysis knot
Fruit, and the displaying of visualization interface form is provided；
Application layer is used to provide data analysis result data download channel and service interfacing entrance for terminal represent layer；
Terminal represent layer is used for the request according to user, downloading and the corresponding data analysis result of displaying.
Wherein, operation system interface layer is the source of data.School side needs to provide the interface of each operation system, interface
Type is opened according to the data type that we are supplied to.Interface can direct open database, database view, data api
Interface etc..
Data conversion layer obtains data by business interface layer, carries out data cleansing conversion using ETL data conversion platform
To central database.ETL data processing platform (DPP) can control task execution plan, guarantee the synchronous timeliness of data and accurate
Property.
The effect of central database layer is:
(1) unified identity authentication
Central database does classification according to the business datum that ETL platform transmits and saves, and main function is to make unified identity authentication letter
The identity information of all kinds of operation systems is converted unification by breath, and business datum identity information uniquely determines.
(2) opening interface
System provides customized interface, uses convenient for later period other systems.Unified interface mode is provided, it can be according to construction requirements
It is packaged interface, interface mode includes: the modes such as Web Service, view；The access of types of applications system is provided for system
It supports, provides access plug-in unit for common operation system, support personalized access and autonomous access demand.
Data analysis layer is mainly to provide data products, makes rule point according to the business datum that central database layer provides
Analysis, and the displaying of visualization interface form is provided.Data analysis layer is the core place of system, refines data, analysis from various dimensions
Required result out.
Application layer is the application function layer of platform, configuration (user, role, resource, organization including basic data
Deng), the displaying of each alanysis data etc..Data analysis result data download channel, service interfacing entrance etc. are provided.
Terminating layer is data exhibiting layer, and this system supports multiple terminal access simultaneously, in order to get rid of the limitation of the end pc access,
And from the aspect of working efficiency and convenience two, mobile terminal platform is integrated, while mobile terminal various types of messages being supported to remind.
Further, as shown in Fig. 2, a whole set of application system structure is by terminal display layer, applied business logical layer, center
Data Layer composition.Wherein Business Logic is made of Web server, and this mode is also known as thin client system.User service
The submission of display and the user's request of the responsible data result of layer；Business Logic is responsible for responding and handling the request of user；And it counts
It is responsible for the management work of data according to service stratum server.All map datums and application program are all placed on server end, client
End is only filed a request, and all responses are all completed in server end, only need to be carried out system maintenance in server end, be dropped significantly
The low workload of system.
Further, the central database layer includes the database of the certain amount of configured in advance, and the database is equal
Connect and be put into pond with pond, with etc. it is to be called.
As shown in figure 3, the operational efficiency of system is improved using (Pooling) technology is shared jointly, with database pond skill
Art improves the connection speed of database, and in system initial launch, the database for having configured certain amount connects and is put into pond
(Pool) other object references are waited in.It is straight if having connection in pond when there is Enterprise Object to need to carry out database connection
Connect use, if without and also allow new connecting object is added in pond if establish new connection at once, if Chi Yiman, just
It waits.When Enterprise Object is using complete connecting object, system is not discharged but is returned in pond and waits other object tune
With.Same use shares technology jointly and establishes object pool, and the release for just reducing object in this way, the operation repeatedly established are to mention
The high operational efficiency of whole system.
As shown in figure 4, realizing fault-tolerant and load balance using the application server of redundancy, existed using technology is shared jointly
The execution efficiency of system is improved in a certain range, but the efficiency that not can solve when the connection of a large amount of clients reduces and using clothes
Business device breaks down the problem of bringing, that is, load balance and Fault-Tolerant Problems.By in the application server and object of redundancy
Jie component solves load balance and Fault-Tolerant Problems.All identical application servers of function being distributed in network will be to enterprise
The registration of industry object intermediary message, Enterprise Object intermediary safeguard all available application server lists, when client proposition is asked
When asking connection, Enterprise Object intermediary finds suitable application server and returns to client；Client and application server communication
During, Enterprise Object intermediary is not participating in, but the moment in the operating status of supervision application server, when he has found to apply
Other registered functions identical application server is just found when server failure or too heavy load in a network and is supplied to client
End.
As shown in figure 5, this system is disposing upper support level formula extension, as the increase of number of users can horizontal extension web
Server, database can do cluster, file server can more achieve the purpose that support more users application, at present intelligence sage bottom
The horizontal extension of layer product, which not only supports some independent application individually to release, has independent server to support, and also supports entire
Application system copies to the mode of extension on a new demand servicing device.
Specifically, the basis of this system construction is SSH frame, and using this basic platform as frame, my company is had developed independently
Workflow engine, user-defined data table unimodule and the self-defined report component of intellectual property.
Using SSH frame as the basic platform of technical support, can be realized by the platform with the increase new opplication of plug-in type
It is " one-stop " to log in, all application systems are integrated, the functions such as information-based powerful management, control, service, information channel are played,
Break the construction mode of traditional departments or regions, set up each application system by different level, efficient information is made to convey tracking, information fast
Speed circulation, information resources are sufficiently shared, play positive promotion to General Promotion information management and the community service level of IT application
Effect.The significant advantages such as the function in the platform interconnects, plug and play, can select on demand, easily upper hand, save money
Source improves office efficiency, realizes information-based great-leap-forward development.
Report Customization component is to provide the component of inquiry customization service and Report Customization service, and developer passes through visualization
Draw report in interface；By system configuration, database connection is realized；Report Customization component also provides export EXCEL, page print
Equal common functions.
Further, as shown in fig. 6, user terminal includes user management module, role management module, menu management mould
Block, authority management module and parameter configuration module；
User management module is used to carry out user base information newly-increased or management by synchronization；
Role management module is for configuring and distributing user role；
Menu management module is for configuring system function menu；
Authority management module is used to carry out authority distribution to user role；
Parameter configuration module is for configuring sorts of systems parameter.
Further, as shown in fig. 7, application system server includes all-purpose card Consumption module, financial system payment
Analysis module and network charge system data analysis module；
All-purpose card Consumption module is used to analyze the level of consumption of corresponding student according to all-purpose card consumer record.Specifically: it obtains
Personal all-purpose card consumption recording information is taken, by big data platform point, carries out data consumption horizontal analysis from various dimensions, including
Following steps:
(1) it average daily spending limit analysis: as unit of monthly, determine the overall consumption amount of some month and then calculates per day disappear
Take, judges the average daily level of consumption.
(2) day spending limit fluctuates situation analysis: as unit of monthly, determine spending amount daily in one month, point
It analyses spending amount and fluctuates situation, if there is a situation where that fluctuation is larger.
(3) wholesale Consumption: obtaining individual consumption record, checks wholesale consumer record, understands wholesale and consumes purpose.
According to the analysis of above three step as a result, doing comprehensive judgement, dependency rule is evaluated according to poor student, makes evaluation ginseng
It examines.
Payment information data of the financial system payment analysis module for student in school are analyzed, and show analysis knot
Fruit.Specifically: by the financial system of school, student is analyzed in the payment situation in school, comprising the following steps:
(1) judge whether to pay the fees: as crossed, there are arrearage situations, can find arrearage explanation, if there is a situation where family's difficulty.
(2) as after having paid the fees, checked payment record, if delay payment or multiple Installment are such as crossed to exist and be prolonged
Late payment expense checks delay payment reason record, and repeatedly Installment cause record.
According to the analysis of above two step as a result, from fare payment system come comprehensive analysis and judgement.
Network charge system data of the network charge system data analysis module for student in school are analyzed, and are opened up
Show result.Specifically: student is obtained in the network charge system data in school.Big data analysis is carried out from various dimensions, including following
Step:
(1) student's personal per day surf time is analyzed by data.As unit of monthly or term, calculated according to total duration
The per day surf time out.
(2) as unit of monthly or term, daily surf time fluctuation is analyzed, it is thus understood that the online peak period time
And duration.
(3) individual Internet Access address is obtained from online charge system.Big data analysis is done to address information, it is frequent to understand student
Whether the network address of access, investigation indulge game or objectionable website etc..
According to the analysis of above three step as a result, further judging student in the study and consumption in school from network charge system
Situation.
The present embodiment is analyzed by data from all-purpose card, payment information system, network charge system and other phase relations
System Comprehensive Evaluation screens out poor student and pseudo- poor student comprehensively from multi-angle, accomplishes the purpose precisely subsidized.
Further, as shown in figure 8, the present embodiment is using safety to guarantee network layer, data Layer and the safety of application layer
Reinforce strategy, it is ensured that provide a safe and reliable application system for user.
The present invention analyzes the data of each dimension from various dimensions, and does Comprehensive Assessment analysis.This avoid unilateral
Inaccuracy brought by evaluating.By comprehensive analysis, accomplish to the full extent fair and just, allows really need subsidy
The raw subsidy for obtaining country, smoothly finishes school.The accuracy and timeliness of data are extremely important in poor student evaluates
, while being also core of the invention point.Comprehensively consider by timely obtaining business datum, and according to evaluation criteria various dimensions
It passes a judgement analysis, analysis result is provided and gives adjuster's reference.
The foregoing is merely presently preferred embodiments of the present invention, is not intended to limit the invention, it is all in spirit of the invention and
Within principle, any modification, equivalent replacement, improvement and so on be should all be included in the protection scope of the present invention.
Claims (6)
1. a kind of poor student based on big data precisely subsidizes system, which is characterized in that turn including operation system interface layer, data
Change layer, central database layer, data analysis layer, application layer and terminal represent layer；
For operation system interface layer for providing the interface of school side's system, which includes card system, financial system, religion
Business system and logistic system,
Data conversion layer is used to obtain the data of school side's system by operation system interface layer, and utilizes ETL data conversion platform
Data cleansing is carried out to the data of school side's system of acquisition and is converted to business datum, and sends middle calculation for business datum
According to library layer；
The business datum that data analysis layer is used to be provided according to central database layer carries out rule analysis, obtains data analysis knot
Fruit, and the displaying of visualization interface form is provided；
Application layer is used to provide data analysis result data download channel and service interfacing entrance for terminal represent layer；
Terminal represent layer is used for the request according to user, downloading and the corresponding data analysis result of displaying.
2. the poor student based on big data precisely subsidizes system as described in claim 1, which is characterized in that the centre data
Library layer includes the database of the certain amount of configured in advance, and the database connect with pond and be put into pond, with etc. it is to be called.
3. the poor student based on big data precisely subsidizes system as described in claim 1, which is characterized in that the data analysis
Layer includes WEB publisher server, file server and the more application system servers arranged with trunking mode.
4. the poor student based on big data precisely subsidizes system as described in claim 1, which is characterized in that the terminal shows
Layer is integrated mobile terminal platform, supports multiple users access.
5. the poor student based on big data precisely subsidizes system as claimed in claim 4, which is characterized in that the user terminal
Including user management module, role management module, menu management module, authority management module and parameter configuration module；
User management module is used to carry out user base information newly-increased or management by synchronization；
Role management module is for configuring and distributing user role；
Menu management module is for configuring system function menu；
Authority management module is used to carry out authority distribution to user role；
Parameter configuration module is for configuring sorts of systems parameter.
6. the poor student based on big data precisely subsidizes system as claimed in claim 3, which is characterized in that the application system
Server includes all-purpose card Consumption module, financial system payment analysis module and network charge system data analysis mould
Block；
All-purpose card Consumption module is used to analyze the level of consumption of corresponding student according to all-purpose card consumer record；
Payment information data of the financial system payment analysis module for student in school are analyzed, and show analysis result；
Network charge system data of the network charge system data analysis module for student in school are analyzed, and show knot
Fruit.
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| CN110210815A (en) * | 2019-04-04 | 2019-09-06 | 安徽汇迈信息科技有限公司 | A kind of poor student based on big data precisely subsidizes system |
| CN110717730A (en) * | 2019-09-30 | 2020-01-21 | 上海上实龙创智慧能源科技股份有限公司 | Project management system |
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| CN110717730A (en) * | 2019-09-30 | 2020-01-21 | 上海上实龙创智慧能源科技股份有限公司 | Project management system |
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Application publication date: 20190108 |