CN107665388A - A kind of Intelligent campus management system - Google Patents
A kind of Intelligent campus management system Download PDFInfo
- Publication number
- CN107665388A CN107665388A CN201610600845.3A CN201610600845A CN107665388A CN 107665388 A CN107665388 A CN 107665388A CN 201610600845 A CN201610600845 A CN 201610600845A CN 107665388 A CN107665388 A CN 107665388A
- Authority
- CN
- China
- Prior art keywords
- campus
- management system
- data
- information
- management
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
- 238000011160 research Methods 0.000 claims abstract description 17
- 230000010354 integration Effects 0.000 claims abstract description 9
- 238000000034 method Methods 0.000 claims description 20
- 238000005516 engineering process Methods 0.000 claims description 18
- 230000008569 process Effects 0.000 claims description 9
- 238000012544 monitoring process Methods 0.000 claims description 6
- 230000006698 induction Effects 0.000 claims description 4
- 238000012423 maintenance Methods 0.000 claims description 2
- 238000007726 management method Methods 0.000 abstract description 76
- 230000003993 interaction Effects 0.000 abstract description 4
- 238000004458 analytical method Methods 0.000 description 19
- 238000010276 construction Methods 0.000 description 15
- 238000013461 design Methods 0.000 description 10
- 230000006870 function Effects 0.000 description 9
- 238000013475 authorization Methods 0.000 description 8
- 238000011161 development Methods 0.000 description 8
- 238000007405 data analysis Methods 0.000 description 7
- 238000003860 storage Methods 0.000 description 7
- 230000008859 change Effects 0.000 description 6
- 230000003542 behavioural effect Effects 0.000 description 4
- 238000009826 distribution Methods 0.000 description 4
- 230000000694 effects Effects 0.000 description 4
- 239000000203 mixture Substances 0.000 description 4
- 230000008520 organization Effects 0.000 description 4
- 230000005540 biological transmission Effects 0.000 description 3
- 235000012054 meals Nutrition 0.000 description 3
- 238000012545 processing Methods 0.000 description 3
- 238000009825 accumulation Methods 0.000 description 2
- 230000009471 action Effects 0.000 description 2
- 230000009286 beneficial effect Effects 0.000 description 2
- 238000004891 communication Methods 0.000 description 2
- 238000013500 data storage Methods 0.000 description 2
- 239000004744 fabric Substances 0.000 description 2
- 230000002452 interceptive effect Effects 0.000 description 2
- 238000011835 investigation Methods 0.000 description 2
- 230000001788 irregular Effects 0.000 description 2
- 238000005065 mining Methods 0.000 description 2
- 230000006855 networking Effects 0.000 description 2
- 238000005457 optimization Methods 0.000 description 2
- 238000012827 research and development Methods 0.000 description 2
- 230000006641 stabilisation Effects 0.000 description 2
- 238000011105 stabilization Methods 0.000 description 2
- 239000013589 supplement Substances 0.000 description 2
- 238000012546 transfer Methods 0.000 description 2
- XLYOFNOQVPJJNP-UHFFFAOYSA-N water Substances O XLYOFNOQVPJJNP-UHFFFAOYSA-N 0.000 description 2
- 241001269238 Data Species 0.000 description 1
- PEDCQBHIVMGVHV-UHFFFAOYSA-N Glycerine Chemical compound OCC(O)CO PEDCQBHIVMGVHV-UHFFFAOYSA-N 0.000 description 1
- 235000010627 Phaseolus vulgaris Nutrition 0.000 description 1
- 244000046052 Phaseolus vulgaris Species 0.000 description 1
- 241001282153 Scopelogadus mizolepis Species 0.000 description 1
- 238000009412 basement excavation Methods 0.000 description 1
- 238000007621 cluster analysis Methods 0.000 description 1
- 238000012790 confirmation Methods 0.000 description 1
- 238000013480 data collection Methods 0.000 description 1
- 238000007418 data mining Methods 0.000 description 1
- 230000001419 dependent effect Effects 0.000 description 1
- 230000005611 electricity Effects 0.000 description 1
- 238000009472 formulation Methods 0.000 description 1
- 230000008014 freezing Effects 0.000 description 1
- 238000007710 freezing Methods 0.000 description 1
- 230000008676 import Effects 0.000 description 1
- 238000007689 inspection Methods 0.000 description 1
- 230000002262 irrigation Effects 0.000 description 1
- 238000003973 irrigation Methods 0.000 description 1
- 230000007774 longterm Effects 0.000 description 1
- 238000004519 manufacturing process Methods 0.000 description 1
- 230000007246 mechanism Effects 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 230000007935 neutral effect Effects 0.000 description 1
- 230000008447 perception Effects 0.000 description 1
- 239000000047 product Substances 0.000 description 1
- 238000011084 recovery Methods 0.000 description 1
- 230000004044 response Effects 0.000 description 1
- 241000894007 species Species 0.000 description 1
- 230000003068 static effect Effects 0.000 description 1
- 238000005728 strengthening Methods 0.000 description 1
- 230000009897 systematic effect Effects 0.000 description 1
- 230000007306 turnover Effects 0.000 description 1
- 238000012800 visualization Methods 0.000 description 1
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
- G06Q10/063—Operations research, analysis or management
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
- G06Q50/10—Services
- G06Q50/20—Education
- G06Q50/205—Education administration or guidance
Landscapes
- Business, Economics & Management (AREA)
- Engineering & Computer Science (AREA)
- Strategic Management (AREA)
- Human Resources & Organizations (AREA)
- Economics (AREA)
- Educational Administration (AREA)
- Tourism & Hospitality (AREA)
- General Physics & Mathematics (AREA)
- Educational Technology (AREA)
- Marketing (AREA)
- Theoretical Computer Science (AREA)
- General Business, Economics & Management (AREA)
- Entrepreneurship & Innovation (AREA)
- Physics & Mathematics (AREA)
- Quality & Reliability (AREA)
- Development Economics (AREA)
- Operations Research (AREA)
- Game Theory and Decision Science (AREA)
- Health & Medical Sciences (AREA)
- General Health & Medical Sciences (AREA)
- Primary Health Care (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
Abstract
The invention discloses a kind of Intelligent campus management system, including four layers, it is followed successively by from top to bottom:Top is the united portal service with user's direct interaction;Next to that service assembly;In addition it is then Data Integration;The bottom is that infrastructure is integrated.The present invention is to combine itself software and hardware actual conditions according to the top priority of school, pays close attention to external information and accomplishes to grow with each passing hour, carries out the overall planning of Intelligent campus project.And herein planning instruct under, build good information environment with meet teachers and students teaching, scientific research, management, it is in life the needs of.The Web-based instruction built using cloud computing, Internet of Things as technical support centered on teaching and resource sharing platform, educational administration management system, practical teaching management system management in student behaviour system, cloud classroom etc..
Description
Technical field
The present invention relates to a kind of Intelligent campus management system.
Background technology
" Intelligent campus " refers to integrated types of applications service system, builds and is adapted to management, teaching, scientific research, the one of campus life
The wisdom of body, intelligent teaching, study, living environment, and based on Internet of Things.Mainly by Internet of Things,
Use to the advanced information technology such as cloud computer and virtualization, Campus Source, the interactive model of school teachers and students change, campus
The application systems such as resource, teaching, management, scientific research are highly integrated, and improve response speed, flexibility and the standard of each application interaction
True property, allows one to quickly and accurately obtain information needed, so as to realize the campus new model of wisdom service and management.Collection
The advanced information technology such as cloud computing and Internet of Things in one Intelligent campus, have many applications in campus, to daily religion,
Learn, grind, managing etc. plays the effect of being obviously promoted.Such as Internet of Things in Campus Security, taking care of books, asset management etc.
Should, caused change is quite obvious.Cloud application includes cloud storage and virtualization etc., applies to cloud client, to teacher
Green tape greatly facilitates.Teachers and students can use identical platform whenever and wherever possible, be familiar with without taking a significant amount of time different
Teaching environment, so as to greatly reduce the obstacle run into teaching process and difficulty.
Intelligent campus derives the new model of campus development, and its principal character has wisdom technology, wisdom management, wisdom religion
, intelligence s ervice, humane, the wisdom life of wisdom etc..The stronger discovery that is there is provided using Intelligent campus, analysis, solve the problems, such as
Ability come carry out creative management by be in the future College Informatization development inexorable trend.According to the Ministry of Education《IT application in education sector ten
Year development plan (2011-2020)》On " strengthening E-campus construction and application, utilizing advanced networks and information
The requirement of technology, reallocate resources, advanced, efficient, the practical higher education information infrastructure of structure ", herein from the reality in campus
Border situation is set out, and is carried out Intelligent campus design and is built, promotes school information construction process, improve the management and service of school
Ability.
Intelligent campus construction mainly has the core feature of three aspects:
1st, according to identification user role, customizable personalized service is provided for everyone, in a unified comprehensive sense
Know and required service is obtained on environment and integrated information platform.
2nd, each application system of school is integrated, realizes that information interconnects, systematic collaboration, breaks information island.
3rd, the big cooperative information platform of school not only realizes collaborative work and information sharing in the school, is also school and outside
The communication of environment provides interface.
Sum up, domestic Intelligent campus planning construction thinking is as follows:
First, it is to build convenient online environment anywhere or anytime.The network brought by building wired, wireless network covering
Framework, realize any time, any place, anyone, the propagation of the information that is carried out between any equipment, any content in the school.
Secondly, the data environment of an integration is built, there is higher requirement to computing environment and storage environment.Pass through the number of IntegratedCampus
According to resource, carry out the information system management of unified standard, by from the related service entity of administrative department in the school and outside
Information resources are merged.Again, things system is built, there is provided the ring of various intelligent terminals, facility, equipment networking can be supported
Border, strengthen IPV6 networkings, mutually exchanged with external environment condition for school, perceive interface is provided.China's Intelligent campus research is also
There are problems that:The startup time of research and development is relatively later, and without unified planning and exploitation criterion;Each functional department
Perfect administrative mechanism is not formed also, studies less investment;Without long-range systems organization, information system management integrated level also compares
It is low;Technology of Internet of things applies ground zero.The domestic successful case for not implementing Intelligent campus management information system completely also at present,
Most of colleges and universities for participating in research fail to show a rounded system, realize wisdom school all in design and experimental stage
There is a segment distance in garden.
The content of the invention
The present invention is in order to solve the above problems, it is proposed that a kind of Intelligent campus management system, the present invention is with cloud computing, Internet of Things
Net is technical support, the Web-based instruction built centered on teaching and resource sharing platform, educational administration management system, practical teaching pipe
Reason system student Work management system, cloud classroom etc.;The office automation system, personnel subcontract system centered on school affaris
System, archive management system, foreign affairs management system, mail management system, research management system, experience accumulation platform, Manuscripts of Journal
Management system;Intelligent vegetation irrigation system centered on campus life, intelligent lighting system, intelligent safety and defence system, school
Garden Mobile phone one-card, Smart library etc..And build unified identity authentication platform, shared data center, unified information door are put down
Three big support platform of platform, realizes account's unified management, single-sign-on, unified message, cloud terminal.
To achieve these goals, the present invention adopts the following technical scheme that:
A kind of Intelligent campus management system, including data Layer, application layer and information provide layer, wherein:
The data Layer, it is configured as being stored with teaching, archives, student's business and scientific data, is connected with collection campus
Monitor video system, infrared induction system and the RFID identification system of information, extract its monitoring information collected;
The application layer, be configured with independent financial management system, Students'Management System, campus geography management system,
Research management system, equipment management system and logistics administration system, the unified management and integration of every terms of information are realized, while accordingly
Information provides the application request that layer is sent;
Described information provides layer, is configured as realizing interacting for client and application layer, enables the client to log in application
Layer, transfer, inquire about target data and send request.
Described information provides layer when receiving the request that client is sent, and identification and power are carried out using OAuth technologies
Limit obtains.
The equipment management system, is specifically included:
Card system, it is configured as managing the consumption of student and teaching and administrative staff, debit and identification record;
Classroom management system, the collection result according to teaching arrangement and video monitoring system is configured as, confirms idle religion
Room is simultaneously shown;
Facility maintenance system, it is configured as to the management using exclusive identification code as each campus facility of mark, record purchase
The overall process bought, safeguard and changed.
The campus geography management system, it is configured as special according to architectural composition, basic facilities distribution and earth's surface in school
Thing is levied, is superimposed upon by actual conditions on map, and specific geographical coordinate is established into contact therewith, to be carried out to the facility in campus
Accurately positioning.
The research management system, is specifically included:
Library management system, technology of Internet of things is configured to, with, to the figure in shop using RFID as sign
Book carries out storing the positioning of bookshelf, borrows personnel, time and the progress integrated management of books information;
Curricula management system, it is configured as interacting with classroom management system and logistics administration system, arrangement class
Journey, teaching process.
The video monitoring system, including the monitor in each classroom is arranged on, and the import in classroom is equipped with outlet
One monitor.
Beneficial effects of the present invention are:
By the research to school information present situation, discovery and actual demand investigation of problems, with reference to the current country
The present situation of outer Intelligent campus construction, the final Intelligent campus that sets build overall goal:Using advanced and mature technological means, surround
Five wisdom school affaris, wisdom teaching, wisdom scientific research, Safe Campus, convenient life aspects carry out Intelligent campus building-up work, simultaneously
Build application support platform.Finally, wisdom, polynary, efficient, open, harmonious, humane, safety Intelligent campus are built up.For whole school
Teachers and students provide good management, teaching, the environment of life, while to erect the new bridge that school is linked up with parent.
(1) complete network hardware basis, and the construction of the network service platform including security system are built.
(2) formulation of the foundation of public database, data standard and specification, Data Integration is carried out, so as to realize each system
The synchronization of data.
(3) the unified information portal platform of based role management is built.
(4) unified identity authentication platform is built.
(5) build the office automation system, management in student behaviour system, Personnel Information Management System, archive management system,
Foreign affairs management system, mail management system, the Web-based instruction and resource management platform, research management system, experience accumulation platform, school
Garden card system.
(6) practical teaching management system is developed cooperatively.
(7) main business service system is integrated:Educational administration management system, consolidated financial information platform, book management system etc..
Brief description of the drawings
The Intelligent campus that Fig. 1 is the present invention builds module map;
Fig. 2 is the analysis platform Organization Chart of the present invention;
Fig. 3 is the organization chart of the present invention;
Fig. 4 is the OAuth flow charts of the present invention;
Embodiment:
The invention will be further described with embodiment below in conjunction with the accompanying drawings.
For overall framework as shown in figure 1, visible from top to bottom, top is the united portal service with user's direct interaction;
Next to that service assembly;In addition it is then Data Integration;The bottom is that infrastructure is integrated.
(1) infrastructure
Groundwork is the various information of collection processing promptly and accurately, mainly by RFID identification, infrared inductor, is regarded
The technology and equipments such as frequency collection, GPS are acquired to campus information and dynamic monitors.In addition, safe and punctual handle is from hard
The information transmission that part equipment collects is to data Layer.Based on wired campus network, Wireless Campus Network and mobile network's is comprehensive
The construction for being covered as Intelligent campus provides stabilization, the network environment of high speed.
(2) application service layer
The groundwork of application layer data is effectively to integrate and manage various information, realizes the unified management of information.Base
In existing every management system, for example, financial management system, Students'Management System, teaching and administrative staff's management system, research management system,
Equipment management system, logistics administration system etc., there is provided unified management platform, utilize cloud computing, the technology of cloud storage.
(3) information provides layer
The groundwork that information provides layer is to provide platform that is specific, effectively servicing for teachers and students.On this platform, teacher
Life can use shared teaching resource and Scientific Research Resource, teacher's management and the study situation for understanding student, inquire about the letter of correlation
Breath, there is provided service for life.
The i.e. open authorized agreements of OAuth, it provides a safe and reliable framework and necessarily authorized for third-party application
With the lower access HTTP service of limitation.Intelligent campus application system is OAuth 1.0a and xAuth using OAuth versions, wherein by
In the security the problem of, what is opened at present to the students and faculty is only OAuth 1.0a interfaces.
OAuth is divided into ISP (Service Provider) and service user by service condition
(Consumer), wherein Intelligent campus application system open platform is ISP, public using Intelligent campus application system
The application of platform is service user altogether.
OAuth 1.0a authorization flow is totally divided into three steps:
(1) service user's (application) asks the Request Token of unauthorized to Intelligent campus application system
(2) service user asks user identification authorization, the guiding of Intelligent campus application system to Intelligent campus application system
User accesses Intelligent campus application system authorization page (only needing for the first time), and Request Token are changed into after user agrees to
Authorize
(3) service user exchanges Access for using the Request Token authorized to Intelligent campus application system
Token
Can specifies the user profile of authority using its acquisition after third-party application gets Access Token.
To use OAuth interfaces, you need application to obtain Consumer Key and Consumer Secret first, its
Middle Consumer Secret are the keys that you apply, and need to use it to be encrypted in request process, so please properly protecting
Pipe.
When user uses your application for the first time when expired (or Access Token), you need to obtain user's first
Access Token, after the Access Token of user are got, you just can be according to the information of your authority acquiring user.
(2) Request Token are obtained:
Obtain Request Token be OAuth 1.0a protocols User certifications the first step, first you need be ready to
Under parameter:
Parameter name | Parameter declaration |
oauth_callback | Loopback address when second step user authorizes |
oauth_consumer_key | Consumer Key |
oauth_nonce | Single value, most long 32 character strings |
oauth_signature | Signature |
oauth_signature_method | Endorsement method, it is fixed as " HMAC-SHA1 " |
oauth_timestamp | Timestamp |
oauth_version | Protocol version, it is fixed as " 1.0 " |
File a request, no matter whether request succeeds, all can returned text character string, the ContentType of return is
“text/plain”.After wherein asking successfully, server can return to Request Token ID, the Request of following unauthorized
Key corresponding to Token and the confirmation for setting Callback, wherein these three fields use " " to connect respectively.
Now please Request Token ID and corresponding key data record are got off, will be used in second step.
(3) request user authorization:
This step is using the Request Token request servers got just now to be directed to authorization page and obtain use
The mandate at family.Generally, web application can jump to authorization page, jump to the first step again after user authorizes successfully and set
Then ensuing operation is completed in the Callback addresses put;And desktop or mobile phone A pp are then needed to use using built-in browser
Guide user to access Intelligent campus application system authorization page, then monitor redirecting for browser page.
The Request Token ID for needing to obtain previous step during access are subsidiary in oauth_token parameters.If
User is the first sub-authorization, then a page occurs, user can use Intelligent campus application system account on this page
Log in and agree to or refuse to authorize;If authorized mistake before user, can jump directly to previous step setting
Callback addresses.The User Status currently having logged on can be read by giving tacit consent to the page, allow user to force to log in if desired,
The parameter forcelogin=true outside plus is needed during calling interface, acquiescence does not fill in this parameter equivalent to forcelogin
=false.
Wherein oauth_token is identical with the Request Token asked before, now please by oauth_
Verfier identifying codes are recorded, and will be used in the third step.
Exchange Access Token for:
User is completed after authorizing, and Request Token that can be before use exchange formal Access Token for, first
Need to prepare following parameter:
Parameter name | Parameter declaration |
oauth_consumer_key | Consumer Key |
oauth_nonce | Single value, most long 32 character strings |
oauth_signature | Signature |
oauth_signature_method | Endorsement method, it is fixed as " HMAC-SHA1 " |
oauth_timestamp | Timestamp |
oauth_token | The Request Token ID that the first step obtains |
oauth_verifier | The identifying code that second step obtains |
oauth_version | Protocol version, it is fixed as " 1.0 " |
After Access Token are obtained, it is possible to information of the use information interface according to required for authority acquiring
.Wherein public authority interface can not pass oauth_token parameters, i.e., without OAuth certifications.
To obtain information, it is necessary first to prepare following parameter:
In addition to the parameter that OAuth is fixed, also need to add its specific parameter for partial service.But these parameters are not
Belong to the specific parameters of OAuth, it is not necessary to it is placed in HTTP request head, can be placed in QueryString or Form, but not
It is required for being included in parameter sets when generating BaseString by being placed in QueryString or Form.
(6) signature is created:
All requests using OAuth interfaces are required for generation to sign, and the flow for generation of signing is:Generation signature character base
Go here and there (Signature Base String) and using the key encryption generation step of key two.
(7) BaseString is generated:
Base String are that HTTP request method name, the complete URL addresses of request and required parameter are connected with " & " character
RFC3986Encode codings are done after getting up (to be similar to the UrlEncode that each platform carries, but " % is replaced with to space
20 ", rather than "+").Wherein required parameter needs, all required parameters (including parameter in POST method body), to pass through
Sequence (carries out text sequence, duplicated project sequence is carried out by parameter value again if parameter name has repetition) by parameter name, makes
Substituted with %3D=number, and use %26 to be spliced into a character string as the separator between each parameter.
Data Analysis Platform
5th, Data Analysis Platform construction object
Data analysis, data mining technology structure is made full use of to reflect School Development change, and can from macroscopic perspective
The data service system of specific data content is provided for all kinds of personnel.The historical data of colleges and universities is excavated by information technology, is found
Wherein potential, profound level, valuable information, internal relation and problem, catch and solve key issue, promote school each
Item career development.
The classification of Data Analysis Platform business should include following sections:
(1) campus card user group analyzes
According to user message table, the dimension different from identity, holder's type, sex, institute, age etc. shows different use
Family colony ratio shared in the card user of campus, by final updating date field, card system user activity is analyzed,
From the overall condition for macroscopically understanding school teachers and students.(by selecting the options such as identity, sex, institute, the exhibition in the form of cake chart
Show the liveness of the distribution situation of user group and different user in different dimensions)
(2) analysis of customer consumption situation
Flow Record table resume multidimensional data structure is consumed according to all-purpose card, around the consumption feelings of following subject analysis user
Condition:
1. customer consumption horizontal analysis.2. supplement behavioural analysis with money.3. water control customer-action analysis.4. trade company's turnover point
Analysis.5. dining room consumption peak value prediction.6. report capability.7. medial demand is analyzed.8. regular bus takes behavioural analysis.
(3) library borrows data analysis
By analyze student the situation that checks out (such as readership, specialty, books species, checks out the date, and check out nationality,
Also book date etc.) user's borrowing pattern is excavated, using simple proposed algorithm, carry out bibliography recommendation.Such as analyze some specialty
Popular books, recommended other this professional classmates for not reading this book.
(4) work attendance behavioural analysis
After increasing gate control system, analytics is born into record.Understand the work and rest situation of student, point for the irregular classmate that works and rests
Cloth.To analyze the irregular reason of student's work and rest, further strengthen management.
6th, Data Warehouse Design
The general framework figure of analysis platform is as shown in Figure 2.The purpose for establishing data warehouse can be by each campus card
The historical data of database stock is collected, arranged, and is then connected multiple tables of data with Star Model.
Data warehouse is subject-oriented, and theme is an abstract concept, refers to that user is determined using data warehouse
In terms of plan is emphasis of concern.Therefore, according to the required function of all-purpose card Data Analysis Platform, user is determined, consumes, fill
Eight value, trade company, regular bus, O&M, books, work attendance subject areas.
(2) logic model design:
The design method of data warehouse is the process of a Stepwise Refinement, and carrying out system logical model design needs what is completed
Work has:
1. analyzing the subject area determined during Conceptual Model Design, selection first has to the subject area implemented;
2. whether the granularity division level in determination data warehouse, granularity distinguishing hierarchy are suitably directly influenced in data warehouse
Data volume and the query type that is adapted to;
The design of dimension table
Date dimension:Year, season, the moon, day, week
Time dimension:When, minute, second, meal section
Have dinner period dimension:It is early, middle and late
Action type dimension:Action type code, concrete mode (consume, supplement with money, reporting the loss, freezing)
Place dimension:School district type, dining room type, trade company, POS
User type dimension:User type, age level, sex, source of students, specialty etc.
3. carrying out mode division to the theme of selected current implementation, multiple tables are formed, and determine the relation mould of each table
Formula;
(3) design of physical model
According to design requirement, for user-defined concrete application, it is necessary to establish following a few class data store organisations:
1. system message list
These tables are to be used to safeguard, run and program required all metadata, they are the numbers on data warehouse
According to storehouse, also known as metadata table.Including system user table, data backup and system data dictionary.
2. core fact table
The fact that data warehouse, table included:Consume pipelined data table, user message table, merchant information table, facility information table.
These tables also just represent the different analysis themes in data warehouse in fact.
3. dimension table
Dimension table includes the various description informations being defined by the user (except time dimension).These information are usually according to manager
Demand determine that and on the same day the operation of regular data storehouse is closely connected.
4. change the table of comparisons
Including user's table of comparisons in from data source to data warehouse transfer process, POS table of comparisons etc..Their purpose
Be in order to solve data during integrated comprehensive due to original disparate databases in the different definition side of mutually convertible item
Inconsistency caused by method.
Data warehouse needs to solve the problems, such as:The dynamic integrity problem of data
Because the expense of analysis all progress data integrations every time is too big, some applications normally only are starting to enter required data
Row is integrated, is just no longer contacted later using the data that this part integrates as the basis of analysis with data source, this integrated side
Formula is integrated static state, and this mode causes after data integration that data once change in data source, these changes can not and
When be reflected to policymaker, cause policymaker to use out-of-date data.For policymaker, although and need not be at any time
The accurate any data variation known in system, but be also not intended to analysis is the data to fail.This requires system can
With the data in more new system of certain cycle, that is, possesses the ability of dynamic integrity.
(1) poor student's feature mining forecast model
Using campus card pipelined data, college student's consumption total value, the feature category such as the equal amount of consumption of meal, supermarket's spending amount are calculated
Property, and using the source of students in user message table, sex, the attribute such as school district, establish cluster analysis and neutral net mining model,
Existing poor student's consumption feature is excavated, predicts potential poor student.By prediction result combination student's family situation, daily performance
Deng, follow-up inspection, and excavation forecast model is fed back in time.So as to for the work such as the examination of loans for supporting students granting provide data according to
According to.
(2) have dinner recommended models
The window often had dinner of analysis teachers and students, form the preference inventory of user, recommend from the preference of user its nearest one
There is no the window of consumption in the section time.
(3) simple book recommendation model
Due to book information and incomplete, record is only simply borrowed, we can build a simple books and push away
Recommend model.Recommend thinking:The similarity between the classmate of same book was borrowed in analysis, and that borrows jointly is more, and similarity is got over
Greatly.The classmate big to similarity recommends other side's to borrow book list.
System overall architecture
The mobile campus application platform that the present invention makes.All user's mobile devices are almost supported, meet most of teacher
Raw needs.The version of issue includes webpage version, Android phone client, iOS cell-phone customer terminals, Windows, Phone hand
Machine client and microblogging bean vermicelli service platform etc..In addition Intelligent campus application system is also the teaching and scientific research of school teachers and students
Intelligent campus application system open platform kit is have developed, safe and reliable service can be provided towards the students and faculty and connect
Mouthful.
Organization chart is as shown in Figure 3.
In terms of data collection process, Intelligent campus application system is by integrating own data, crawl data storage, crawl
Analyze and data storage, elsewhere propelling data, the data that read in real time establish database access layer, not directly visited plus elsewhere
Ask other Web services request composition data layer of database composition.Carry out the data branch provided comprehensively, in real time, stable for business
Support.Data source is borrowed including user data, student teaching and administrative staff's information data, all-purpose card information and pipelined data, library, arrearage
Data, bathroom service condition are arranged with lesson data, school's geographic position data, regular bus at violation data, Educational Affairs Office, postgraduate
Other data such as data and Carry Meteorological.
Obtaining the mode of data includes:System has data by oneself, (including user data, such as password, user name, lost article are recruited
Neck data, school's geographic position data) capture the data that data, the other systems analyzed and stored are pushed and stored, Ke Yishi
When the data that read.
Intelligent campus application system is the assistant of campus life, can effectively improve existing studying and living pattern, comprehensively
Realize the mobile of campus life.Such as:By logging in mobile phone mobile terminal, all-in-one campus card inquiry is selected, student can be easily
Check remaining sum in card, card-like state, the detailed list of inquirying card consumption;Inquired about by idle classroom, the room for individual study that can find the free time is reviewed one's lessons;
By Campus Map, each architecture information in campus is checked;Reported by lecture, rapidly check congress introduction, schedule, immediately handle
Hold campus meeting dynamic.In addition, Intelligent campus application system additionally provides regular bus inquiry, Yellow Page, message center, news etc.
Easily Mobile solution, it is its real concern, with practical value, convenient that these applications provide for student, teacher, manager
Mobile information service;Meanwhile it is more beneficial for improving the efficiency of management and management water of campus supporting by mobile means
It is flat, the quality of optimization campus service.
7th, schoolyard mobile phone all-purpose card function
All-in-one campus card in school be also referred to as campus-card system, be Intelligent campus construction organic component, campus
All-purpose card engineering is the landmark project of Intelligent campus and pilot engineering.Campus card is by vast teachers, students, administrative personnel and workers and Intelligent campus
The maximally effective medium of organic linking together, is realized " one card in hand, going over campus ", and campus card is the weight of campus digitization
Will one of image and important symbol.
AiOCC system be framework on campus network, using induction type RF IC card as medium, the comprehensive identity that provides is known
Not with the system platform of electronic payment service function, and various information-based application systems of its framework on this platform.
Mobile phone one-card based on RFID technique, user need to only install RFID-SIM cards in mobile phone, just by campus
RFID card function is combined into one with cell-phone function.All-in-one campus card can realize access control and attendance, book borrowing and reading, sell meal consumption, upper machine
Calendar scheduling induction type " all-purpose card " intelligent management.All with card operate, while by the card number of holder, name, operation situations such as
Read write line is charged to, main control computer is reached by network.
8th, Geography Information System on Campus function
The exploitation of Geography Information System on Campus is carried out using each school as object, shows on image and cloth is built in school
Office, basic facilities distribution, topographical features thing, are superimposed upon on map, and specific geographical coordinate is established therewith by actual conditions
Contact, enables that school is more efficient, directly perceived, synthetically management space and attribute information, and the facility in campus can be carried out accurately calmly
Position, a dynamic system platform is provided for the management work of school.
1) the reasonable connection of spatial geographic information and remotely-sensed data, gps data, attribute information etc. is realized;
2) applied geography coordinate directly inquires about the various information in campus;
3) campus geographical information visualization and systematization;
4) various information needed in campus are smoothly obtained using this system, to carry out reasonable management to campus.
Groundwork is the various information of collection processing promptly and accurately, mainly by RFID identification, infrared inductor, is regarded
The technology and equipments such as frequency collection, GPS are acquired to campus information and dynamic monitors.In addition, safe and punctual handle is from hard
The information transmission that part equipment collects is to data Layer.Based on wired campus network, Wireless Campus Network and mobile network's is comprehensive
The construction for being covered as Intelligent campus provides stabilization, the network environment of high speed.
Campus Construction has advanced digital library management system at present, and is realized by RFID technique and determine books position
Position to bookshelf fixed bed.Library it is built-in be provided with it is self-service borrow, self-help book returning system.Pass through technology of Internet of things, library's energy
Enough realize wisdom, human-based management.Utilize RFID, storage bookshelf, book car, the relevant information of books.For example, work
Make personnel by identifying the RFID of books, get the accurate information of the book on the shelf, quickly can return books in rack data
The heart.Meanwhile in different Client application service ends, the relevant information for borrowing books can be inquired about.
9th, flea market function
By this system, each campus network users can be made to play the initiative of oneself, it is convenient to release news and obtain
Information, lateral comparison can also be carried out to like product, made a choice, the also pole in the case where rationally utilizing campus network resource
It meets the self-demand characteristic of university student.User, can be in page browsing dependent merchandise after logging in.By clicking on dotey
Browse, database retrieve system and display of commodity information.If customer satisfaction system can be with by articles storage or point
SUBSCRIBE Operation, the means of payment, means of distribution are selected, fills in the information such as consignee, posting address, contact method, Order Remarks, just
Order can be generated.Commodity if necessary, it can be released news in special prefecture of wanting to buy, other possess resource user can be with
Contacted by personal letter.
10th, News Management System function
New Management mainly facilitates user quickly to inquire the news information on Digital Campus platform.
Unified identity authentication platform, shared data center, unified information door this three big application support platform are wisdom schools
One of garden project construction important component.The user identity for logging in platform or system can be audited by building this three large platform, and be divided
Send out certificate effective.The public information of school and data are shown on unified information door simultaneously.
The application of mobile Intelligent campus platform
Mobile Intelligent campus service platform provides education and instruction, management service, amusement life for numerous faculty and staff and student
System, comprehensive, wisdom the service living being integrated.Campus multiple-service portal and Android of the system including server end,
IOS, WP mobile terminal, comprehensive service is provided for users.
Campus information browing function has used pull-alongs to be updated, and user can conveniently be delivered with using terminal and be commented
By.What campus topic column had issued campus discusses topic and event warmly, and these events substantially represent the work in campus at no distant date
Dynamic theme, ensure that user knows topic of greatest concern at one's side in the very first time.
Mobile client perfect can be docked with server end, and system is according to the role-security of user, work(corresponding to operation
Energy module, complete information browing, operated using download, topic participation, comment reply, Campus Map etc..
Establish and development Intelligent campus is optimizating education teaching environment, the important channel for deepening educational reform, and future
The direction of educational development.The research and development and deployment of Intelligent campus, active influence is generated to school information construction, promotes
The raising of school core competitiveness.It is hereby achieved that more thorough perception, i.e., it can whenever and wherever possible perceive, measure, catch using any
Obtain the equipment, system or flow with transmission information, quick obtaining study, research and the essential information in management activity are simultaneously divided
Analysis, it can effectively take counter-measure and deployment Long-term planning;Can more fully be interconnected, i.e., by internet,
The network communications technologys such as 3G, the data of scattered storage are interacted and shared, so as to preferably enter to environment and state of affairs
Row monitoring in real time, global state and uniform data are accurately held with school's angle;Can obtain deeper into intellectuality, i.e., it is deep
The information perceived is analyzed, to obtain more novel, system, comprehensive insight provides Informatization Service.
Self serving terminal in city is that one kind of campus wisdom service is put into practice.Self serving terminal is just in bank, electricity
The fields such as letter, medical treatment, hotel develop rapidly, gradually change people's mode interactive with world around.Relatively conventional is artificial
For service, by self serving terminal transacting business more convenient and efficient, the time that user waits in line is reduced, while can protect
The privacy of user, self-contr ol sense of the increase user to interaction are protected, and then obtains good Consumer's Experience.
An effective thinking is indicated for the construction of smart city herein, and in data analysis, decision system etc.
Follow-up further investigation is carried out, it is specific as follows:
1) user can produce the behavioural habits data of many while being applied using the system.To these Data Datas
Psychology fluctuation and the value orientation of user can be grasped by carrying out research, be advantageous to society and grasped public opinion direction, shape one's course meter
Draw etc..
2) server of the system is set up beyond the clouds, cloud computing, cloud storage technology is made full use of, to strengthen the processing energy of data
Power.Using distributed memory system, the security of system, quick backup and recovery are improved.
3) there is very strong general character in this paper achievement, and can be applied to Party and government offices, enterprises and institutions' door etc. simultaneously is
In system, other potential users of Publications also include responsible educational institution, periphery commercial accounts, advertiser etc., industrialization
Prospect is very wide.
The emphasis of following work is generally to have interconnected physical infrastructure and IT infrastructure with reference to technology of Internet of things
While coming, the depth analysis and intelligent decision of the big scale of construction data obtained based on decision system, which are built " smart city ", to be lifted
The height new to one, optimization and integrated effect of the internet in production factors configuration are given full play to, by the innovation of internet
Achievement depth integration realizes " internet+" formula economic form, really realizes smart city, make among each field of economic society
Urban development is more scientific, wisdom and hommization.
Although above-mentioned the embodiment of the present invention is described with reference to accompanying drawing, model not is protected to the present invention
The limitation enclosed, one of ordinary skill in the art should be understood that on the basis of technical scheme those skilled in the art are not
Need to pay various modifications or deformation that creative work can make still within protection scope of the present invention.
Claims (3)
1. a kind of Intelligent campus management system, it is characterized in that:Layer is provided including data Layer, application layer and information, wherein:
The data Layer, it is configured as being stored with teaching, archives, student's business and scientific data, is connected with collection campus information
Monitor video system, infrared induction system and RFID identification system, extract its monitoring information collected;
The application layer, it is configured with independent financial management system, Students'Management System, campus geography management system, scientific research
Management system, equipment management system and logistics administration system, realize the unified management and integration of every terms of information, while corresponding information
The application request that layer is sent is provided;
Described information provides layer, is configured as realizing interacting for client and application layer, enables the client to log in application layer, adjust
Take, inquire about target data and send request.
2. a kind of Intelligent campus management system as claimed in claim 1, it is characterized in that:Described information provides layer and is receiving client
When holding the request sent, identification and authority acquiring are carried out using OAuth technologies.
3. a kind of Intelligent campus management system as claimed in claim 1, it is characterized in that:The equipment management system, specific bag
Include:
Card system, it is configured as managing the consumption of student and teaching and administrative staff, debit and identification record;
Classroom management system, the collection result according to teaching arrangement and video monitoring system is configured as, confirms idle classroom simultaneously
Display;
Facility maintenance system, it is configured as to the management using exclusive identification code as each campus facility of mark, record purchase, dimension
Shield and the overall process changed.
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201610600845.3A CN107665388A (en) | 2016-07-27 | 2016-07-27 | A kind of Intelligent campus management system |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201610600845.3A CN107665388A (en) | 2016-07-27 | 2016-07-27 | A kind of Intelligent campus management system |
Publications (1)
Publication Number | Publication Date |
---|---|
CN107665388A true CN107665388A (en) | 2018-02-06 |
Family
ID=61115191
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201610600845.3A Pending CN107665388A (en) | 2016-07-27 | 2016-07-27 | A kind of Intelligent campus management system |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN107665388A (en) |
Cited By (25)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN108416573A (en) * | 2018-03-09 | 2018-08-17 | 忻州师范学院 | A kind of synthesis College Informatization system based on Intelligent Information Processing |
CN108520621A (en) * | 2018-04-20 | 2018-09-11 | 河南城建学院 | A kind of Students'Management System based on campus geography information |
CN108564507A (en) * | 2018-04-25 | 2018-09-21 | 河南聚合科技有限公司 | A kind of Intelligent campus coordination management system based on cloud platform |
CN108647277A (en) * | 2018-05-03 | 2018-10-12 | 山东师范大学 | A kind of mobile campus comprehensive service platform and its working method |
CN108734403A (en) * | 2018-05-24 | 2018-11-02 | 大连卓云科技有限公司 | A kind of school mutual affection analysis plateform system |
CN108876323A (en) * | 2018-09-05 | 2018-11-23 | 武汉笑脸科技有限公司 | A kind of Intelligent campus management system and method |
CN109102440A (en) * | 2018-07-19 | 2018-12-28 | 贵州衍昊信息技术有限公司 | A kind of campus interactive management system |
CN109191067A (en) * | 2018-08-14 | 2019-01-11 | 清远市中盛合力网络科技有限公司 | A kind of campus administration microfluidic platform |
CN109213835A (en) * | 2018-07-06 | 2019-01-15 | 安徽机电职业技术学院 | A kind of Intelligent campus auxiliary system based on webgis |
CN109544312A (en) * | 2018-11-29 | 2019-03-29 | 融艺科技(北京)有限公司 | Finance information management system |
CN109840263A (en) * | 2019-01-28 | 2019-06-04 | 深圳市遇住信息科技有限公司 | A kind of garden big data intelligent platform and implementation method |
CN110543296A (en) * | 2019-08-26 | 2019-12-06 | 成都市知用科技有限公司 | Smart campus micro-service platform architecture system |
CN110866573A (en) * | 2019-11-21 | 2020-03-06 | 叶津凌 | Teaching resource library management system based on Internet of things technology |
CN111027085A (en) * | 2019-12-16 | 2020-04-17 | 南京工业大学 | High-performance computing platform and smart campus fusion system and implementation method |
CN111355773A (en) * | 2019-07-31 | 2020-06-30 | 深圳市鸿合创新信息技术有限责任公司 | Campus information publishing system |
CN111612345A (en) * | 2020-05-22 | 2020-09-01 | 江苏中教科信息技术有限公司 | School book data analysis management system based on cloud computing |
CN111738296A (en) * | 2020-05-22 | 2020-10-02 | 广东科学技术职业学院 | One-stop service platform based on data fusion |
CN111898865A (en) * | 2020-07-02 | 2020-11-06 | 常州市第二人民医院 | Smart campus data dynamic management method |
CN112132525A (en) * | 2020-07-28 | 2020-12-25 | 上海有间建筑科技有限公司 | Wisdom campus management system |
CN112150111A (en) * | 2020-09-23 | 2020-12-29 | 沈阳晁圣科技有限公司 | Wisdom campus management system based on block chain |
CN112215578A (en) * | 2020-10-22 | 2021-01-12 | 江苏欧帝电子科技有限公司 | Centralized computing terminal, system and application of smart campus |
CN112465681A (en) * | 2020-12-17 | 2021-03-09 | 广东轩辕网络科技股份有限公司 | Teaching system management platform and method, terminal equipment and use method thereof |
CN113010510A (en) * | 2019-12-20 | 2021-06-22 | 中国移动通信集团安徽有限公司 | Service identification method, device and system and computing equipment |
CN113139887A (en) * | 2021-05-17 | 2021-07-20 | 汇智道晟(温州)系统技术有限公司 | Big data-based smart campus management system |
CN113947461A (en) * | 2021-10-27 | 2022-01-18 | 温州大学 | Colleges and universities' wisdom business district integration fuses shopping mall |
Citations (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN101833730A (en) * | 2010-04-30 | 2010-09-15 | 浙江大学 | Personalized digital publishing system and method |
CN102376125A (en) * | 2011-10-17 | 2012-03-14 | 北京百纳威尔科技有限公司 | Mobile terminal and one-card system based on same |
CN102546816A (en) * | 2012-01-31 | 2012-07-04 | 江苏省现代企业信息化应用支撑软件工程技术研发中心 | Campus positioning method based on LBS platform and realization system thereof |
-
2016
- 2016-07-27 CN CN201610600845.3A patent/CN107665388A/en active Pending
Patent Citations (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN101833730A (en) * | 2010-04-30 | 2010-09-15 | 浙江大学 | Personalized digital publishing system and method |
CN102376125A (en) * | 2011-10-17 | 2012-03-14 | 北京百纳威尔科技有限公司 | Mobile terminal and one-card system based on same |
CN102546816A (en) * | 2012-01-31 | 2012-07-04 | 江苏省现代企业信息化应用支撑软件工程技术研发中心 | Campus positioning method based on LBS platform and realization system thereof |
Non-Patent Citations (2)
Title |
---|
李执: "江西广播电视大学智慧校园规划设计与实现", 《中国优秀硕士学位论文全文数据库·信息科技辑》 * |
贺宗梅: "OAuth授权方式在移动信息平台开发中的应用研究", 《长沙民政职业技术学院学报》 * |
Cited By (32)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN108416573A (en) * | 2018-03-09 | 2018-08-17 | 忻州师范学院 | A kind of synthesis College Informatization system based on Intelligent Information Processing |
CN108520621A (en) * | 2018-04-20 | 2018-09-11 | 河南城建学院 | A kind of Students'Management System based on campus geography information |
CN108564507A (en) * | 2018-04-25 | 2018-09-21 | 河南聚合科技有限公司 | A kind of Intelligent campus coordination management system based on cloud platform |
CN108647277A (en) * | 2018-05-03 | 2018-10-12 | 山东师范大学 | A kind of mobile campus comprehensive service platform and its working method |
CN108647277B (en) * | 2018-05-03 | 2021-01-08 | 山东师范大学 | Mobile campus comprehensive service platform and working method thereof |
CN108734403A (en) * | 2018-05-24 | 2018-11-02 | 大连卓云科技有限公司 | A kind of school mutual affection analysis plateform system |
CN109213835A (en) * | 2018-07-06 | 2019-01-15 | 安徽机电职业技术学院 | A kind of Intelligent campus auxiliary system based on webgis |
CN109102440A (en) * | 2018-07-19 | 2018-12-28 | 贵州衍昊信息技术有限公司 | A kind of campus interactive management system |
CN109191067A (en) * | 2018-08-14 | 2019-01-11 | 清远市中盛合力网络科技有限公司 | A kind of campus administration microfluidic platform |
CN108876323A (en) * | 2018-09-05 | 2018-11-23 | 武汉笑脸科技有限公司 | A kind of Intelligent campus management system and method |
CN109544312A (en) * | 2018-11-29 | 2019-03-29 | 融艺科技(北京)有限公司 | Finance information management system |
CN109840263A (en) * | 2019-01-28 | 2019-06-04 | 深圳市遇住信息科技有限公司 | A kind of garden big data intelligent platform and implementation method |
CN111355773A (en) * | 2019-07-31 | 2020-06-30 | 深圳市鸿合创新信息技术有限责任公司 | Campus information publishing system |
CN111355773B (en) * | 2019-07-31 | 2023-01-31 | 深圳市鸿合创新信息技术有限责任公司 | Campus information publishing system |
CN110543296A (en) * | 2019-08-26 | 2019-12-06 | 成都市知用科技有限公司 | Smart campus micro-service platform architecture system |
CN110543296B (en) * | 2019-08-26 | 2023-10-13 | 成都市知用科技有限公司 | Intelligent campus micro-service platform architecture system |
CN110866573A (en) * | 2019-11-21 | 2020-03-06 | 叶津凌 | Teaching resource library management system based on Internet of things technology |
CN111027085A (en) * | 2019-12-16 | 2020-04-17 | 南京工业大学 | High-performance computing platform and smart campus fusion system and implementation method |
CN113010510B (en) * | 2019-12-20 | 2024-03-19 | 中国移动通信集团安徽有限公司 | Service identification method, device, system and computing equipment |
CN113010510A (en) * | 2019-12-20 | 2021-06-22 | 中国移动通信集团安徽有限公司 | Service identification method, device and system and computing equipment |
CN111738296A (en) * | 2020-05-22 | 2020-10-02 | 广东科学技术职业学院 | One-stop service platform based on data fusion |
CN111738296B (en) * | 2020-05-22 | 2023-10-10 | 广东科学技术职业学院 | One-stop service platform based on data fusion |
CN111612345A (en) * | 2020-05-22 | 2020-09-01 | 江苏中教科信息技术有限公司 | School book data analysis management system based on cloud computing |
CN111898865B (en) * | 2020-07-02 | 2022-03-18 | 常州市第二人民医院 | Smart campus data dynamic management method |
CN111898865A (en) * | 2020-07-02 | 2020-11-06 | 常州市第二人民医院 | Smart campus data dynamic management method |
CN112132525A (en) * | 2020-07-28 | 2020-12-25 | 上海有间建筑科技有限公司 | Wisdom campus management system |
CN112150111A (en) * | 2020-09-23 | 2020-12-29 | 沈阳晁圣科技有限公司 | Wisdom campus management system based on block chain |
CN112215578A (en) * | 2020-10-22 | 2021-01-12 | 江苏欧帝电子科技有限公司 | Centralized computing terminal, system and application of smart campus |
CN112465681A (en) * | 2020-12-17 | 2021-03-09 | 广东轩辕网络科技股份有限公司 | Teaching system management platform and method, terminal equipment and use method thereof |
CN113139887A (en) * | 2021-05-17 | 2021-07-20 | 汇智道晟(温州)系统技术有限公司 | Big data-based smart campus management system |
CN113947461A (en) * | 2021-10-27 | 2022-01-18 | 温州大学 | Colleges and universities' wisdom business district integration fuses shopping mall |
CN113947461B (en) * | 2021-10-27 | 2024-06-07 | 温州大学 | College wisdom business district integration fuses mall |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN107665388A (en) | A kind of Intelligent campus management system | |
Muhamad et al. | Smart campus features, technologies, and applications: A systematic literature review | |
Lee | Integrating positivist and interpretive approaches to organizational research | |
Franzese Jr et al. | Interdependence in comparative politics: Substance, theory, empirics, substance | |
Viitanen et al. | Smart cities and green growth: Outsourcing democratic and environmental resilience to the global technology sector | |
Makori | Promoting innovation and application of internet of things in academic and research information organizations | |
Garson | Computerized simulation in the social sciences: A survey and evaluation | |
Sendra | Rethinking urban public space: assemblage thinking and the uses of disorder | |
Du et al. | Research on the application system of smart campus in the context of smart city | |
Ballas et al. | GIS and microsimulation for local labour market analysis | |
Shah et al. | Private for-profit higher education in Australia: widening access, participation and opportunities for public-private collaboration | |
Franklin et al. | (Dis) connected communities and sustainable place-making | |
CN109285092A (en) | Internet real estate information providing system, real estate trust that transactional services provide system | |
Olszak | Business intelligence and big data: Drivers of organizational success | |
Shamsuddin et al. | Just smart or just and smart cities? Assessing the literature on housing and information and communication technology | |
Madakam et al. | Quality of life@ Palava smart city: A case study | |
Luckyardi et al. | A systematic review of the IoT in smart university: Model and contribution | |
Mrabet et al. | Research and design of smart management system in classroom | |
Tiwari | Understanding the shared working spaces: a geography of co-working supply in Delhi | |
Ptak-Danchak | 21st century librarians for 21st century libraries | |
Kulueva et al. | Digitalization of Kyrgyz society: challenges and prospects | |
Huang et al. | Study on digital technology in BRICS | |
Xie | Construction and promotion of reading service platform of university library based on computer network cloud platform | |
Zhang | [Retracted] Big Data Model of Higher Education Online Teaching Based on Intelligent Algorithm | |
Tinyakova et al. | Digital technologies in the field of public and territorial administration: new challenges and global trends |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
PB01 | Publication | ||
PB01 | Publication | ||
SE01 | Entry into force of request for substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
RJ01 | Rejection of invention patent application after publication | ||
RJ01 | Rejection of invention patent application after publication |
Application publication date: 20180206 |