CN108038804A - A kind of school's big data management platform - Google Patents
A kind of school's big data management platform Download PDFInfo
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- CN108038804A CN108038804A CN201711420550.9A CN201711420550A CN108038804A CN 108038804 A CN108038804 A CN 108038804A CN 201711420550 A CN201711420550 A CN 201711420550A CN 108038804 A CN108038804 A CN 108038804A
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- 238000013523 data management Methods 0.000 title claims abstract description 15
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- 238000001914 filtration Methods 0.000 claims description 2
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- 238000002946 Total quality control Methods 0.000 abstract description 2
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- 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
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Abstract
The invention discloses a kind of school's big data management platform, it is characterized in that, including data acquisition module, data abatement modules, storage retrieval module, real-time computing module, mining algorithm module, research practice module, unified API module, data O＆M module and data security module, and constitute including accessing and integrating cloud data center；All kinds of backstage public services such as docking, configuration, management, O＆M；The common base support platform of the service applications such as support platform transactions classes, info class, service class and interactive class；Common base platform includes service ability framework, platform capabilities framework and function and framework is presented；The beneficial effects of the invention are as follows：Realize total quality control, objective management, information management, performance excellence management scheduling theory, handgrip is diagnosed as with the property examined, based on standard and system are built, comprehensive, the diversification quality assurance mechanism of the combination of inner and outside are formed, is cultivated to restrain oneself as institute's Quality Culture of main feature.
Description
Technical field
The invention belongs to personnel management system field, and in particular to be a kind of school's big data management platform.
Background technology
Campus big data is to educate a subset of big data, is teachers and students in life, teaching, scientific research, management and service
The Various types of data produced in journey, and the status data of all kinds of school business managements, have the characteristics that data class is various, wherein containing pole
The big value of information, it is to be implemented in the indispensable part of school's strategic objective to give full play to its effect.With the expansion of campus scale
Big and business increasingly numerous and diverse, the operation system information of Digital Campus is substantially what is longitudinally built according to business bar line, each
The function of system administration is different, and source and purposes for data also lack planning, it is difficult to which concentration is closed；Connection, point of fusion
Analysis application, it is impossible to meet requirement of the school to data analysis-decision system.The construction of big data platform do not change it is existing；Believe in campus
Cease system Construction pattern, and to greatest extent using the infrastructure such as existing information system on the premise of, be campus education, teaching
Innovation provides data analysis and supports.
With Digital Campus Construction, the software overwhelming majority that each section office of department of school use is the operation system at PC ends, religion
Business, finance, administration, logistics, manpower etc. are each used alone, using the upper needs for only meeting some department or service link, not
Pay close attention to the efficient coordinate operation efficiency between each department, each section office；Each department, each business department's data are independent of one another, lack specification
It is unified, obstacle is caused to the business cooperation between department, in terms of providing effective decision support in time for institute leader
Information, unified mobile terminal application is more the absence of to the main object student aspect of teaching.
In Digital Campus Construction department's various businesses system version differ, have independent development also have it is exterior purchase, should
Being differed with degree, all departments introduce or the application software system technology platform disunity of exploitation, to move to unified platform,
On the one hand investment is too big, and the on the other hand utilization to legacy data can all encounter technology and manage many obstacles；Many business systems
System is all independent without mobile terminal or various mobile terminals, and independent development APP thresholds are high, docking is difficult, and majority APP only stops
Staying in " information inquiry " aspect and cannot really carry out affairs and handle, all kinds of wechat public platforms of department are spread unchecked very much too much, but really
Various limitations are too many during use, even the information issue on basis has numerous deficiencies, the limitation, notice such as information transmission frequency are arrived
It can not be predicted up to rate, not real name；With the development of the times, the operational paradigm of school is increasingly dependent on different departments, not of the same trade or business
Business, the collaborative work of different departments.
In addition, school information isolated island is not only limited between school's internal department, business, department, and have spread over
The periphery of school and upstream and downstream, this is required for an integrated Intelligent campus platform based on big data, has made real meaning
On Intelligent campus.
The content of the invention
In order to solve the above technical problems, the present invention provides, a kind of department's various businesses system version is unified, level of application is unified,
The unification of application software system technology platform, there is the school big data management platform of unified mobile terminal.
To achieve the above object, the technical solution adopted by the present invention is a kind of school's big data management platform, its technology will
Point is, including data acquisition module, data abatement modules, storage retrieval module, real-time computing module, mining algorithm module, section
Grind and put into practice module, unified API module, data O＆M module and data security module, and constitute including accessing and integrating cloud
Data center；All kinds of backstage public services such as docking, configuration, management, O＆M；Support platform transactions classes, info class, service class and
The common base support platform of the service applications such as interactive class；Common base platform includes service ability framework, platform capabilities framework
Framework is presented with function.
As a further improvement on the present invention, data acquisition module major function is by capturing service system data, firmly
Various types of structurings that the modes such as part device data obtain, semi-structured and non-structured mass data.
As a further improvement on the present invention, data abatement modules are using distributed type high speed Highly reliable data acquisition, high speed
The full image big data collection technique of data；High-speed data parsing, conversion are with loading big data integration technology；Design quality evaluation mould
Type, develops quality of data technology.
As a further improvement on the present invention, mining algorithm module includes forming by data Layer, algorithm model layer, using layer
Intelligent algorithm storehouse.
As a further improvement on the present invention, research practice module includes achievement analysis, behavioural analysis, study index point
The many-sided and multi-dimensional data analysis such as analysis, Potential Prediction, collaborative filtering, online analysis, group clustering, builds an opening
, standard, easy-to-use Data Analysis Platform.
As a further improvement on the present invention, common base support platform is connected with mobile application module, mobile application mould
Block includes mobile portal plate, training center's plate, cooperation between school and enterprise center plate and transaction center plate.
The beneficial effects of the invention are as follows：Realize total quality control, objective management, information management, performance excellence management etc.
Theory, handgrip is diagnosed as with the property examined, based on standard and system are built, using notebook data platform construction as support, shape
Into comprehensive, the diversification quality assurance mechanism of the combination of inner and outside, the Quality conception of " taking students as roots, everybody become a useful person " is established, is cultivated
To restrain oneself as institute's Quality Culture of main feature.
Brief description of the drawings
Fig. 1 is the structure diagram of the present invention.
Embodiment
The technical solution in the embodiment of the present invention is clearly and completely described with reference to the embodiment of the present invention, is shown
So, described embodiment is only the part of the embodiment of the present invention, instead of all the embodiments, based in the present invention
Embodiment, those of ordinary skill in the art's all other embodiments obtained without making creative work, all
Belong to the scope of protection of the invention.
Many details are elaborated in the following description to facilitate a thorough understanding of the present invention, still the present invention can be with
Implemented using other different from other manner described here, those skilled in the art can be without prejudice to intension of the present invention
In the case of do similar popularization, therefore the present invention is from the limitation of following public specific embodiment.
The present invention as shown in Figure 1, a kind of school's big data management platform, including data acquisition module, data abatement modules,
Storage retrieval module, real-time computing module, mining algorithm module, research practice module, unified API module, data O＆M module
And data security module, and constitute including accessing and integrating cloud data center；After docking, configuration, management, O＆M etc. are all kinds of
Platform public service；The common base support platform of the service applications such as support platform transactions classes, info class, service class and interactive class；
Common base platform includes service ability framework, platform capabilities framework and function and framework is presented.
The data acquisition module major function is to be obtained by modes such as capturing service system data, hardware device data
Various types of structurings, semi-structured and non-structured mass data.
The data abatement modules are received using distributed type high speed Highly reliable data acquisition, the full image big data of high-speed data
Collection technology；High-speed data parsing, conversion are with loading big data integration technology；Design quality evaluation model, develops quality of data skill
Art.
The mining algorithm module is included by data Layer, algorithm model layer, the intelligent algorithm storehouse formed using layer.
The research practice module includes achievement analysis, behavioural analysis, study index analysis, and Potential Prediction, cooperateed with
The many-sided and multi-dimensional data analyses such as filter, online analysis, group clustering, build open, standard a, easy-to-use data
Analysis platform.
The common base support platform is connected with mobile application module, and mobile application module includes mobile portal plate
Block, training center's plate, school control's plate, cooperation between school and enterprise center plate and transaction center plate.
The present invention provides unified data standard, technical requirements, business norms, safety standard and business circuit, at the same time
Establish unified user experience specification, unified design style, unified column framework, unified certification system, unified interface,
Unified user experience is provided in different applications.
School's big data management platform can integrate light industry institute existing resource and platform homegrown resource, carry out hardware and software platform
The exploitation and encapsulation of service ability.The hardware and software platform ability for encapsulating or developing, service and support are provided for APP ends, and are passed through
The opening mode of standard, including function pages open, the form of interface opening or SDK, are the exploitation of the other business of light industry institute
Corresponding ability is provided to support；The ecological environment of big data analysis application is constructed, for the teacher, student, scientific research personnel of school
And other users provide easy to use, a big data Scientific Research Platform based on graphical operation.User can be by quick
Autonomous structure data source, using the algorithms library or independent development algorithms library of standard, it is autonomous build big data application framework and
Storing framework etc., creates the big data application environment of to one's name scientific research and application.
Mobile application module provides unprecedented business locomotivity, and from the entirety of school, unified school is each
The business division of labor, the management of service authority, operation flow, basic resource, corresponding business, as school possesses relevant business system
System, carries out effective integration, forms complementation therewith, if school does not have relevant operation system, also moves application module and carries
Event-driven engine carries out corresponding business and builds, and also can effectively be docked when school will need new business system future, will be each
Class service application is built into unified, integrated integrated mobile system, meets comprehensive management, team collaboration, informix, industry
Overall needs that business collaboration, flow link up simultaneously in the process carry out various data " authorityization " accordingly and accumulate, using big
Resource is provided and it is that big data application offer shows end for big data application while data.
Mobile portal supports following five large users system, including： 1）Student, i.e., all students, containing adult education, training
The student of various school's accreditations such as class, supports the full life management to students' role；2）Teaching and administrative staff, supports to teaching and administrative staff role's
Lifecycle management；3）Parent, supports multiple " authorityization " and purview certification to parent's identity；4）Upstream and downstream firms, bag
Include the enterprise outer in the school for teachers and students' service, such as dining room, fast food, cinema and the enterprise for there are practice/recruitment needs；5）Alumnus,
Alumnus is the important financial of school.Unified identity authentication system is carried, this authentication system energy is part-time and docking colleges and universities are common
Each identity authentication platform.Usually at first the unified single sign-on system of school is assessed with school side one during implementation, then root
Confirm specific application strategy according to assessment result.
Three ends one：It is divided into two part of management backstage end and mobile application end, management backstage end is carried out by the WEB pages
Log in and management, mobile application end include Android APP, IOS, APP and three parts of wechat public platform, corresponding APP according to
The APP of the own LOGO of VI designs of light industry institute, it is established that self mark of light industry institute, the characteristic for embodying light industry institute oneself；
Mainstream Android device and apple equipment are supported for the APP that school designs；Need to support if any special system or unit type, need
In addition explanation is linked up, is limited to the limitation of wechat public platform in itself, the function at wechat public platform end is generally based on displaying, main body work(
Energy and particularly interactive class function are based on APP.
Unified Service Source access：Theory and framework based on cloud platform, target are one open wisdom school of structure
Garden application support platform, fully provides comprehensive, expansible backstage base support service for the application of all kinds of front desk services.Platform connects
The service data type entered includes：Information class, Transaction Service class, affairs charge class, third party web service pages and
All kinds of services developed by data-interface.
Message is pushed and reminded：Public message pushes, and sends pushed information to all platform users, and installing family end
Show pushed information, user clicks on the function that pushed information jumps to given client end page face；Directional user（Group）Push：To finger
Fixed user（Group）Pushed information is sent, and pushed information is shown having installed client, user clicks on pushed information and jumps to
The function in given client end page face.
The information browsed in school's big data management platform it is good can be shared wechat by sharing function, user
Friend, circle of friends, microblogging, QQ spaces；The mode of sharing is shared by the form of summary plus link.
Training center can actively promote institute further to deepen and formed online in own online teaching, characteristic curriculum application
Training center, establishes based on the professional quality complex for cultivating the high-quality technical skills talent, formulates perfect professional quality
Complex, the specialty being made of planning standard, resource criterion, action standard, result standard, the relevant standard of course logic；
Online teaching：Universities and colleges are had by oneself mobile application module or extraneous characteristic curriculum carries out convergence and learns jointly for teachers and students, carries
For Online Video teaching, level of taking an examination, classroom notes, teacher can be with Online release instructional video；The mutual exchange study heart of student
, classroom notes, collectively promote teaching, be classroom instruction useful supplement.
Mobile Educational Administration：Mobile application module forms the mobile curriculum schedule of student and can set by being docked with education administration system
Corresponding prompting is put, the various textual criticism achievements of examining for the levels that each subject achievement of student and school are organized all are reported, and are formed
Total performance list；Dynamic educational administration and training center, under the support of big data, for the learning aid of teacher and student, combining with teaching
The diagnosis support aided in corresponding with the requirement offer of quality improvement, including：1st, recommend with reference to specialty, course for student corresponding
Knowledge hierarchy, related auxiliary training；2nd, with reference to specialty, student interests, student's speciality, student is recommended to examine for the levels accordingly textual criticism；3、
For the examining for the levels of student, investigate and recommend corresponding course；4th, with reference to the specialty and interest speciality of student, corresponding duty is introduced for student
Industry development plan.
Student be able to can be checked in mobile application oneself obtain credit detail, carry out lecture register, take leave of small capital
The worry that son is affixed one's seal, facilitates student to inquire about and understand the credit detail of oneself, is made corresponding according to credit detail in time
Adjustment and plan.
Practical teaching situation：Strengthen teaching reform, cultivate one's ability strong applied talent, passes through laboratory, real training
The training methods such as class, practice, Course Exercise, graduation project improve the system of content of practical teaching, strengthen the quality of graduation project
Management, improves Quality of Graduation Design standard, focuses on student's innovation, students' ability culture, and it is above the provincial level actively to estimate that student participates in
Technology and culture contest, count prize-winning data, including all kinds of awards such as national, provincial level, city-level.
Improve quality monitor of teaching and assessment：Pass through the teaching link information gathered to normalization in working in daily teaching
Statistics and analysis is carried out, " quantitative spoken with data qualitative is spoken with the fact ", objectively and comprehensively reflects the actual shape of teaching process
State, constantly strengthens the quality monitoring to important step of imparting knowledge to students.
Student's learning quality is assessed：Satisfaction of Students situation, school is per the classroom instruction feelings organized the student in term to teacher
Situations such as condition and course " teaching means, course evaluation, teaching material evaluation ", is evaluated on the net, and student couple is drawn according to evaluation result
Teacher's course teacher's satisfaction situation.Graduating Adult Students ' Employment situation, is analyzed according to employment data over the years, and index includes graduate
Number, employment volume, employment rate, save employment rate average line etc., multi dimensional analysis graduates' employment rate and in recent years
Industry situation.Graduate's social assessment situation, carries out analysis graduate's social assessment situation by school and enterprise's questionnaire data, comments
Estimate graduate's overall qualities situation, professional dedication and the sense of duty, while understand local economy, adjust Talents Cultivation Orientation.Graduation
Generation just, by graduate regular return visit data, obtains achievement of the graduate in society.
Platform displaying is gathered using big data and correlation technology, analyzes all education informations of each student school during school,
Including learned lesson, achievement, the teacher that teaches, studying progress and whole school's ranking etc., and herein on basis by the letter of different dimensions
Association analysis is ceased, depth excavates hobby, speciality and the personal advantage and disadvantage of student, so as to show student's student's conduct in real time
Current intelligence, be conducive to school and strengthen management to student.Specific aim, a can be provided according to the analysis result of each student
Property high-quality Teaching Service, such as push association area course, the teacher that teaches, cutting edge technology, the even following duty of information dynamic
Industry developing direction etc..
It is obvious to a person skilled in the art that the invention is not restricted to the details of above-mentioned one exemplary embodiment, Er Qie
In the case of without departing substantially from spirit or essential attributes of the invention, the present invention can be realized in other specific forms.Therefore, no matter
From the point of view of which point, the present embodiments are to be considered as illustrative and not restrictive, and the scope of the present invention is by appended power
Profit requires rather than described above limits, it is intended that all in the implication and scope of the equivalency of claim by falling
Change is included in the present invention, and any reference numeral in claim should not be considered as to the involved claim of limitation.
Moreover, it will be appreciated that although the present specification is described in terms of embodiments, not each embodiment is only wrapped
Containing an independent technical solution, this narrating mode of specification is only that those skilled in the art should for clarity
Using specification as an entirety, the technical solutions in the various embodiments may also be suitably combined, forms those skilled in the art
It is appreciated that other embodiment.
Claims (6)
- A kind of 1. school's big data management platform, it is characterised in that：Including data acquisition module, data abatement modules, storage inspection Rope module, real-time computing module, mining algorithm module, research practice module, unified API module, data O＆M module and data Security module, and constitute public including accessing and integrating all kinds of backstages such as cloud data center, docking, configuration, management, O＆M Service；The common base support platform of the service applications such as support platform transactions classes, info class, service class and interactive class；Public base Plinth platform includes service ability framework, platform capabilities framework and function and framework is presented.
- A kind of 2. school's big data management platform according to claim 1, it is characterised in that：The data acquisition module Major function is various types of structurings, the half hitch obtained by modes such as capturing service system data, hardware device data Structure and non-structured mass data.
- A kind of 3. school's big data management platform according to claim 1, it is characterised in that：The data abatement modules Using distributed type high speed Highly reliable data acquisition, the full image big data collection technique of high-speed data；High-speed data parsing, conversion with Load big data integration technology；Design quality evaluation model, develops quality of data technology.
- A kind of 4. school's big data management platform according to claim 1, it is characterised in that：The mining algorithm module Including by data Layer, algorithm model layer, the intelligent algorithm storehouse formed using layer.
- A kind of 5. school's big data management platform according to claim 1, it is characterised in that：The research practice module Including achievement analysis, behavioural analysis, study index analysis, Potential Prediction, collaborative filtering, online analysis, group clustering etc. are multi-party Face and multi-dimensional data analysis, build open, standard a, easy-to-use Data Analysis Platform.
- A kind of 6. school's big data management platform according to claim 1, it is characterised in that：The common base support Platform is connected with mobile application module, and mobile application module includes mobile portal plate, training center's plate, school control's plate Block, cooperation between school and enterprise center plate and transaction center plate.
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Cited By (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109347903A (en) * | 2018-08-28 | 2019-02-15 | 浙江工业大学 | A kind of campus message pushing and optimizing method based on generalized information system |
| CN109345313A (en) * | 2018-10-12 | 2019-02-15 | 四川长虹电器股份有限公司 | Customer satisfaction survey system and method based on big data |
| CN109783563A (en) * | 2019-01-17 | 2019-05-21 | 东华大学 | A kind of education of middle and primary schools management system |
| CN110135504A (en) * | 2019-05-20 | 2019-08-16 | 杭州弧途科技有限公司 | A kind of part-time fine matching method of university student based on artificial intelligence |
| CN112241402A (en) * | 2020-10-16 | 2021-01-19 | 中国民用航空华东地区空中交通管理局 | Empty pipe data supply chain system and data management method |
| CN112256784A (en) * | 2020-11-04 | 2021-01-22 | 上海翕证科技发展有限公司 | Data service method for universities and schools |
| CN112508747A (en) * | 2020-11-22 | 2021-03-16 | 陈君 | University student employment registration data computing method based on cloud computing |
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| CN105869092A (en) * | 2016-05-26 | 2016-08-17 | 湖南洋达信息科技有限公司 | Intelligent campus management platform |
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Cited By (9)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109347903A (en) * | 2018-08-28 | 2019-02-15 | 浙江工业大学 | A kind of campus message pushing and optimizing method based on generalized information system |
| CN109347903B (en) * | 2018-08-28 | 2021-02-26 | 浙江工业大学 | Campus message pushing optimization method based on GIS (geographic information System) |
| CN109345313A (en) * | 2018-10-12 | 2019-02-15 | 四川长虹电器股份有限公司 | Customer satisfaction survey system and method based on big data |
| CN109783563A (en) * | 2019-01-17 | 2019-05-21 | 东华大学 | A kind of education of middle and primary schools management system |
| CN110135504A (en) * | 2019-05-20 | 2019-08-16 | 杭州弧途科技有限公司 | A kind of part-time fine matching method of university student based on artificial intelligence |
| CN110135504B (en) * | 2019-05-20 | 2021-12-03 | 杭州弧途科技有限公司 | Undergraduate part-time accurate matching method based on artificial intelligence |
| CN112241402A (en) * | 2020-10-16 | 2021-01-19 | 中国民用航空华东地区空中交通管理局 | Empty pipe data supply chain system and data management method |
| CN112256784A (en) * | 2020-11-04 | 2021-01-22 | 上海翕证科技发展有限公司 | Data service method for universities and schools |
| CN112508747A (en) * | 2020-11-22 | 2021-03-16 | 陈君 | University student employment registration data computing method based on cloud computing |
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