CN102930394A - Method and device for monitoring teaching equipment and resources - Google Patents

Method and device for monitoring teaching equipment and resources Download PDF

Info

Publication number
CN102930394A
CN102930394A CN2012104173763A CN201210417376A CN102930394A CN 102930394 A CN102930394 A CN 102930394A CN 2012104173763 A CN2012104173763 A CN 2012104173763A CN 201210417376 A CN201210417376 A CN 201210417376A CN 102930394 A CN102930394 A CN 102930394A
Authority
CN
China
Prior art keywords
data
teaching equipment
teaching
resource
record
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.)
Granted
Application number
CN2012104173763A
Other languages
Chinese (zh)
Other versions
CN102930394B (en
Inventor
王政
钟锟
崔海龙
娄超
鲍潜巢
魏蓓蓓
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
iFlytek Co Ltd
Original Assignee
iFlytek Co Ltd
Priority date (The priority date 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 date listed.)
Filing date
Publication date
Application filed by iFlytek Co Ltd filed Critical iFlytek Co Ltd
Priority to CN201210417376.3A priority Critical patent/CN102930394B/en
Publication of CN102930394A publication Critical patent/CN102930394A/en
Application granted granted Critical
Publication of CN102930394B publication Critical patent/CN102930394B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Abstract

The invention discloses a method and a device for monitoring teaching equipment and resources. The method comprises the following steps of: acquiring arrangement of the teaching equipment, a use record of the teaching equipment and data of use records of teaching resources; judging whether network connection exists, and if the network connection exists, sending the data to a server through a network; performing statistical processing on the data on the server to obtain a data sheet; performing variable setting according to an appointed attribute in the data sheet, and constructing a math relation among variables to generate a corresponding math model; and performing optimization configuration on the teaching equipment and the resources according to the math model. Through the method and the device, the arrangement and use states of the equipment and the resources can be accurately recorded, thus the problem that the related data of the teaching equipment and the teaching resources are difficult to collect is solved, then the corresponding math model can be generated by performing statistical analysis on the data, and finally, an aim of optimizing the teaching equipment and the resource configuration is finally fulfilled.

Description

The monitoring method of a kind of teaching equipment and resource and device
Technical field
The present invention relates to the Informalized teaching field, especially relate to monitoring method and the device of a kind of teaching equipment and resource.
Background technology
Development along with IT application in education sector, current each school, each grade even each class can dispose some teaching equipments and teaching resource, teaching equipment mainly comprises computing machine, and teaching resource mainly comprises by some teaching softwares of installing in some hardware of computer drives such as projector printer and the computing machine or Teaching Document/audio frequency and video data.In traditional Informalized teaching solution, the distribution of very difficult deployment scenario to the wider teaching equipment of these distribution ranges, teaching resource and operating position are carried out Data Collection and the data of collecting are upgraded; Even and collect data cause the of low quality of data because accuracy is lower, uneven, therefore also can't effectively analyze on this basis and utilize, to optimize the configuration of teaching equipment and resource.
Summary of the invention
In view of this, the purpose of the embodiment of the invention provides monitoring method and the device of a kind of teaching equipment and resource, the problem that is difficult to collect with the related data that solves teaching equipment and teaching resource, and then by the analysis of data being optimized the configuration of teaching equipment and resource.
On the one hand, the embodiment of the invention provides the monitoring method of a kind of teaching equipment and resource, and described method comprises:
Gather the data that teaching equipment deployment, teaching equipment use record and teaching resource use record;
Judge whether to exist network connection, if then by described network described data are sent to server;
On described server, described data are carried out statistical treatment, to obtain data form;
Carry out specification of variables according to the specified attribute in the described data form, the mathematical relation between constructed variable is to generate corresponding mathematical model;
According to described mathematical model teaching equipment and resource are optimized configuration.
Preferably, described collection teaching equipment is disposed, teaching equipment uses record and the step of the data of teaching resource use record, specifically comprises:
Record deployment information data when described teaching equipment is deployed;
Record uses information data when described teaching equipment or described teaching resource are used.
Preferably, described deployment information data comprise:
Described teaching equipment location data, described teaching equipment place school data, and/or described teaching equipment place year DBMS.
Preferably, described step of described data being carried out statistical treatment on described server specifically comprises:
The described teaching equipment that collects is disposed in the data deployment facility quantity and plan to be disposed number of devices and adds up, each teaching equipment frequency of utilization in the described teaching equipment use record data that collect is added up, each subject resource frequency of utilization in the described teaching resource use record data that collect is added up.
Preferably, described specified attribute comprises at least:
Under area, school, grade and/or the subject: the frequency of utilization of teaching equipment and/or teaching resource.
On the other hand, the embodiment of the invention also provides the monitoring device of a kind of teaching equipment and resource, and described device comprises:
Data acquisition unit is used for gathering the data that teaching equipment deployment, teaching equipment use record and teaching resource use record;
Data transmission unit is used for judging whether to exist network connection, if then by described network described data are sent to server;
The data form acquiring unit is used on described server described data being carried out statistical treatment, to obtain data form;
The mathematical model acquiring unit is used for carrying out specification of variables according to the specified attribute of described data form, and the mathematical relation between constructed variable is to generate corresponding mathematical model;
Distribute the unit rationally, be used for according to described mathematical model teaching equipment and resource being optimized configuration.
Preferably, described data acquisition unit specifically comprises:
Deployment information record subelement is used for record deployment information data when described teaching equipment is deployed;
Use the record subelement, be used for record use information data when described teaching equipment or described teaching resource are used.
Preferably, described deployment information data comprise:
Described teaching equipment location data, described teaching equipment place school data, and/or described teaching equipment place year DBMS.
Preferably, described data form acquiring unit specifically comprises:
Teaching equipment is disposed the data statistics subelement, and deployment facility quantity and plan are disposed number of devices and added up to be used for that the described teaching equipment that collects is disposed data;
Teaching equipment uses record data statistics subelement, is used for using each teaching equipment frequency of utilization of record data to add up to the described teaching equipment that collects;
Teaching resource uses record data statistics subelement, is used for using each subject resource frequency of utilization of record data to add up to the described teaching resource that collects.
Preferably, described specified attribute comprises at least:
Under area, school, grade and/or the subject: the frequency of utilization of teaching equipment and/or teaching resource
The embodiment of the invention is used the data of record by automatically gathering teaching equipment deployment, teaching equipment use record and teaching resource, promptly and accurately record deployment and the operating position of each equipment, resource, solved the problem that the related data of teaching equipment and teaching resource is difficult to collect, and and then can generate corresponding mathematical model by data are carried out statistics and analysis, finally reach the purpose of optimizing teaching equipment and resource distribution.
Description of drawings
In order to be illustrated more clearly in the embodiment of the invention or technical scheme of the prior art, the below will do to introduce simply to the accompanying drawing of required use in embodiment or the description of the Prior Art, apparently, accompanying drawing in the following describes only is some embodiments of the present invention, for those of ordinary skills, under the prerequisite of not paying creative work, can also obtain according to these accompanying drawings other accompanying drawing.
Fig. 1 is the process flow diagram of the embodiment of the invention one method;
Fig. 2 needs the student of deployment facility and the synoptic diagram of class's quantity list;
Fig. 3 is step S101 and step S102 process flow diagram in the specific implementation;
Fig. 4 is the synoptic diagram of deployed with devices situation statistics list;
Fig. 5 is the synoptic diagram of teaching equipment applicable cases statistics list;
Fig. 6 is the synoptic diagram of teaching resource distribution condition statistics list;
Fig. 7 is the synoptic diagram that carries out the data form of Mathematical Models;
Fig. 8 is the synoptic diagram of embodiment of the invention two devices.
Embodiment
Below in conjunction with the accompanying drawing in the embodiment of the invention, the technical scheme in the embodiment of the invention is clearly and completely described, obviously, described embodiment only is the present invention's part embodiment, rather than whole embodiment.Based on the embodiment among the present invention, those of ordinary skills belong to the scope of protection of the invention not making the every other embodiment that obtains under the creative work prerequisite.
Referring to Fig. 1, be the process flow diagram of the embodiment of the invention one method.Present embodiment provides the monitoring method of a kind of teaching equipment and resource, basic ideas are: at first gather each area, campus facilities and resource operating position data, gather in uploading onto the server and analyze, device resource access times and the frequency of different geographical, school, grade, subject are carried out mathematical modeling, draw best equipment and resource allocation proposal with this.Described method comprises:
S101: gather the data that teaching equipment deployment, teaching equipment use record and teaching resource use record.In the present embodiment, step S101 specifically can comprise:
S1011: record deployment information data when described teaching equipment is deployed;
S1012: record uses information data when described teaching equipment or described teaching resource are used.
Further, described deployment information data specifically can comprise: described teaching equipment location data, described teaching equipment place school data, and/or described teaching equipment place year DBMS.
In the specific implementation, at first need the upper installation tutoring system software at the equipment of disposing, when being installed, end can point out the details such as these equipment place districts and cities of input, school's situation, grade, these information can at first gather to be the student who needs deployment facility and the list of class's quantity future, Fig. 2 is a concrete example of this type of list, needs student and class's quantity of deployment facility for prefectures and cities.Then in normal teaching, when teacher carried out classroom instruction at the equipment of opening, the teaching resource that calls all can go on record.
S102: judge whether to exist network connection, if then by described network described data are sent to server.Step S101 and step S102 all belong to data acquisition phase.
In the specific implementation, in the environment of network is arranged, during these data can in time be uploaded onto the server by network, and as in the environment without network, then be stored in the local computing, the data that computer can regularly be collected by school also gather and send to responsible educational institution.Like this, the deployment scenario of all devices, and teacher can in time and accurately be collected the operating position of resource.Step S101 and step S102 process flow diagram in the specific implementation can be referring to shown in Figure 3.
S103: on described server, described data are carried out statistical treatment, to obtain data form.In the present embodiment, preferred, described step of described data being carried out statistical treatment on described server specifically can comprise:
The described teaching equipment that collects is disposed in the data deployment facility quantity and plan to be disposed number of devices and adds up; Each teaching equipment frequency of utilization in the described teaching equipment use record data that collect is added up; Each subject resource frequency of utilization in the described teaching resource use record data that collect is added up, comprise the frequency of utilization of resource in each department, school, grade, the subject.
In the specific implementation, the data that collect can gather and add up at server end.Corresponding during with data acquisition, data at first can be divided three classes according to attribute after gather on the backstage: teaching equipment deployment scenario statistics, teaching equipment applicable cases statistics, teaching resource distribution condition statistics.Wherein, can check the teaching equipment situation that prefectures and cities, school have disposed and planned to dispose by the teaching equipment deployment scenario, dispose the progress situation for the timely monitoring equipment of responsible educational institution.Fig. 4 is an example of deployed with devices situation statistics list, system grabs certain districts and cities number of devices of having disposed and having planned to dispose, and generated corresponding list.
Teaching equipment applicable cases statistics reflection be teacher use the subject of this equipment, often, the attributes such as number of times, frequency and time period.Fig. 5 is an example of teaching equipment applicable cases statistics list, system is except having collected all each functional modules in the deployment facility, access times such as electronic textbook, electronic whiteboard, the instrument of preparing lessons etc., and but primary Calculation goes out the frequency of utilization of deployment facility of this area, make things convenient for the supvr to monitor in all its bearings the operating position of teaching equipment, and generated corresponding list.
Teaching resource distribution condition major embodiment be in each department, school, grade and the course teaching certain resource call operating position, such as access times, frequency etc.Fig. 6 is an example of teaching resource distribution condition statistics list, demonstration be the upload and download situation of each subject of a certain area, and generated corresponding list.
S104: carry out specification of variables according to the specified attribute in the described data form, the mathematical relation between constructed variable is to generate corresponding mathematical model.Preferred in the present embodiment, described specified attribute comprises at least: under area, school, grade and/or the subject: the frequency of utilization of teaching equipment and/or teaching resource.
In the specific implementation, the data that collect have been carried out after the preliminary classification all out crawled with the form of list, these lists are not only convenient to be checked at any time, the grasp operating position is dynamic, more can further to the data analysis in the list and modeling, generate optimum equipment and resource allocation proposal.Concrete mode can be as follows: the key messages such as frequency of utilization that grasp respectively certain equipment and resource under the attributes such as each department, school, grade, subject from data, set up respectively corresponding database, these attributes are carried out specification of variables, construct the mathematical relation between each amount, generate corresponding mathematical model.By this mathematical model, under the prerequisite that known districts and cities and school size, grade's subject are set, can draw to the optimal device of these districts and cities or school and the proportioning mode of resource the reference that maps out the plan as device resource for responsible educational institution.
In simple computation deployed with devices mode as example, system grasps number of devices, student's quantity and the class's quantity that each districts and cities have disposed from list, and is made as respectively variable Y, X 1, X 2The data relationship that then each variable is corresponding is shown in the tables of data among Fig. 7.After the math equation match, it is as follows to draw best formula:
Y = a + b · X 1 c · X 2 d
A=-341 wherein, b=26.6, c=0.28, d=0.18.According to this formula, class and student's quantity when known certain districts and cities need deployment facility can calculate the number of devices that this area probably need to be disposed.
More than be the mathematical model modeling pattern of configuration optimal device deployment scheme, in like manner can carry out the data modeling of teaching resource, to dispose optimum resource deployment mode.
S105: teaching equipment and resource are optimized configuration according to described mathematical model.
Referring to Fig. 8, be the synoptic diagram of embodiment of the invention two devices.Present embodiment provides the monitoring device of a kind of teaching equipment and resource, and described device comprises:
Data acquisition unit 801 is used for gathering the data that teaching equipment deployment, teaching equipment use record and teaching resource use record;
Data transmission unit 802 is used for judging whether to exist network connection, if then by described network described data are sent to server;
Data form acquiring unit 803 is used on described server described data being carried out statistical treatment, to obtain data form;
Mathematical model acquiring unit 804 is used for carrying out specification of variables according to the specified attribute of described data form, and the mathematical relation between constructed variable is to generate corresponding mathematical model;
Distribute unit 805 rationally, be used for according to described mathematical model teaching equipment and resource being optimized configuration.
Preferably, described data acquisition unit specifically comprises:
Deployment information record subelement is used for record deployment information data when described teaching equipment is deployed;
Use the record subelement, be used for record use information data when described teaching equipment or described teaching resource are used.
Preferably, described deployment information data comprise:
Described teaching equipment location data, described teaching equipment place school data, and/or described teaching equipment place year DBMS.
Preferably, described data form acquiring unit specifically comprises:
Teaching equipment is disposed the data statistics subelement, and deployment facility quantity and plan are disposed number of devices and added up to be used for that the described teaching equipment that collects is disposed data;
Teaching equipment uses record data statistics subelement, is used for using each teaching equipment frequency of utilization of record data to add up to the described teaching equipment that collects;
Teaching resource uses record data statistics subelement, is used for using each subject resource frequency of utilization of record data to add up to the described teaching resource that collects.
Preferably, described specified attribute comprises at least:
Under area, school, grade and/or the subject: the frequency of utilization of teaching equipment and/or teaching resource.
For device embodiment, because it corresponds essentially to embodiment of the method, so relevant part gets final product referring to the part explanation of embodiment of the method.Device embodiment described above only is schematic, wherein said unit as the separating component explanation can or can not be physically to separate also, the parts that show as the unit can be or can not be physical locations also, namely can be positioned at a place, perhaps also can be distributed on a plurality of network element.Can select according to the actual needs wherein some or all of module to realize the purpose of present embodiment scheme.Those of ordinary skills namely can understand and implement in the situation of not paying creative work.
One of ordinary skill in the art will appreciate that all or part of step that realizes in the said method embodiment is to come the relevant hardware of instruction to finish by program, described program can be stored in the computer read/write memory medium, here alleged storage medium, as: ROM, RAM, magnetic disc, CD etc.
Also need to prove, in this article, relational terms such as the first and second grades only is used for an entity or operation are made a distinction with another entity or operation, and not necessarily requires or hint and have the relation of any this reality or sequentially between these entities or the operation.And, term " comprises ", " comprising " or its any other variant are intended to contain comprising of nonexcludability, thereby not only comprise those key elements so that comprise process, method, article or the equipment of a series of key elements, but also comprise other key elements of clearly not listing, or also be included as the intrinsic key element of this process, method, article or equipment.Do not having in the situation of more restrictions, the key element that is limited by statement " comprising ... ", and be not precluded within process, method, article or the equipment that comprises described key element and also have other identical element.
The above is preferred embodiment of the present invention only, is not for limiting protection scope of the present invention.Used specific case herein and principle of the present invention and embodiment have been carried out lock stated, the explanation of above embodiment just is used for helping to understand method of the present invention and core concept thereof; Simultaneously, for one of ordinary skill in the art, according to thought of the present invention, all will change in specific embodiments and applications.In sum, this description should not be construed as limitation of the present invention.All any modifications of doing within the spirit and principles in the present invention, be equal to replacement, improvement etc., all be included in protection scope of the present invention.

Claims (10)

1. the monitoring method of a teaching equipment and resource is characterized in that described method comprises:
Gather the data that teaching equipment deployment, teaching equipment use record and teaching resource use record;
Judge whether to exist network connection, if then by described network described data are sent to server;
On described server, described data are carried out statistical treatment, to obtain data form;
Carry out specification of variables according to the specified attribute in the described data form, the mathematical relation between constructed variable is to generate corresponding mathematical model;
According to described mathematical model teaching equipment and resource are optimized configuration.
2. method according to claim 1 is characterized in that, described collection teaching equipment is disposed, teaching equipment uses record and the step of the data of teaching resource use record, specifically comprises:
Record deployment information data when described teaching equipment is deployed;
Record uses information data when described teaching equipment or described teaching resource are used.
3. method according to claim 2 is characterized in that, described deployment information data comprise:
Described teaching equipment location data, described teaching equipment place school data, and/or described teaching equipment place year DBMS.
4. method according to claim 1 is characterized in that, described step of described data being carried out statistical treatment on described server specifically comprises:
The described teaching equipment that collects is disposed in the data deployment facility quantity and plan to be disposed number of devices and adds up, each teaching equipment frequency of utilization in the described teaching equipment use record data that collect is added up, each subject resource frequency of utilization in the described teaching resource use record data that collect is added up.
5. method according to claim 1 is characterized in that, described specified attribute comprises at least:
Under area, school, grade and/or the subject: the frequency of utilization of teaching equipment and/or teaching resource.
6. the monitoring device of a teaching equipment and resource is characterized in that described device comprises:
Data acquisition unit is used for gathering the data that teaching equipment deployment, teaching equipment use record and teaching resource use record;
Data transmission unit is used for judging whether to exist network connection, if then by described network described data are sent to server;
The data form acquiring unit is used on described server described data being carried out statistical treatment, to obtain data form;
The mathematical model acquiring unit is used for carrying out specification of variables according to the specified attribute of described data form, and the mathematical relation between constructed variable is to generate corresponding mathematical model;
Distribute the unit rationally, be used for according to described mathematical model teaching equipment and resource being optimized configuration.
7. device according to claim 6 is characterized in that, described data acquisition unit specifically comprises:
Deployment information record subelement is used for record deployment information data when described teaching equipment is deployed;
Use the record subelement, be used for record use information data when described teaching equipment or described teaching resource are used.
8. device according to claim 7 is characterized in that, described deployment information data comprise:
Described teaching equipment location data, described teaching equipment place school data, and/or described teaching equipment place year DBMS.
9. device according to claim 6 is characterized in that, described data form acquiring unit specifically comprises:
Teaching equipment is disposed the data statistics subelement, and deployment facility quantity and plan are disposed number of devices and added up to be used for that the described teaching equipment that collects is disposed data;
Teaching equipment uses record data statistics subelement, is used for using each teaching equipment frequency of utilization of record data to add up to the described teaching equipment that collects;
Teaching resource uses record data statistics subelement, is used for using each subject resource frequency of utilization of record data to add up to the described teaching resource that collects.
10. device according to claim 6 is characterized in that, described specified attribute comprises at least:
Under area, school, grade and/or the subject: the frequency of utilization of teaching equipment and/or teaching resource.
CN201210417376.3A 2012-10-26 2012-10-26 The monitoring method of a kind of teaching equipment and resource and device Active CN102930394B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201210417376.3A CN102930394B (en) 2012-10-26 2012-10-26 The monitoring method of a kind of teaching equipment and resource and device

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201210417376.3A CN102930394B (en) 2012-10-26 2012-10-26 The monitoring method of a kind of teaching equipment and resource and device

Publications (2)

Publication Number Publication Date
CN102930394A true CN102930394A (en) 2013-02-13
CN102930394B CN102930394B (en) 2016-12-21

Family

ID=47645188

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201210417376.3A Active CN102930394B (en) 2012-10-26 2012-10-26 The monitoring method of a kind of teaching equipment and resource and device

Country Status (1)

Country Link
CN (1) CN102930394B (en)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN116071205A (en) * 2023-03-07 2023-05-05 北京师范大学 Campus education informatization management platform based on artificial intelligence

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1173678A (en) * 1996-07-08 1998-02-18 美国电报电话公司 Machine, method and medium for dynamic optimization for resource allocation
CN101118611A (en) * 2007-09-07 2008-02-06 北京航空航天大学 Business process model resource configuring optimizing method based on inheritance algorithm
CN102004671A (en) * 2010-11-15 2011-04-06 北京航空航天大学 Resource management method of data center based on statistic model in cloud computing environment
CN102194157A (en) * 2010-01-25 2011-09-21 索尼公司 Power management apparatus, and method of registering electronic appliances
TW201441993A (en) * 2013-04-30 2014-11-01 Purpledoor Technology Inc Network teaching resource interaction system

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1173678A (en) * 1996-07-08 1998-02-18 美国电报电话公司 Machine, method and medium for dynamic optimization for resource allocation
CN101118611A (en) * 2007-09-07 2008-02-06 北京航空航天大学 Business process model resource configuring optimizing method based on inheritance algorithm
CN102194157A (en) * 2010-01-25 2011-09-21 索尼公司 Power management apparatus, and method of registering electronic appliances
CN102004671A (en) * 2010-11-15 2011-04-06 北京航空航天大学 Resource management method of data center based on statistic model in cloud computing environment
TW201441993A (en) * 2013-04-30 2014-11-01 Purpledoor Technology Inc Network teaching resource interaction system

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
卢少然等: "高校设备管理决策支持系统的设计与开发", 《实验技术与管理》 *
董晓芳等: "高校设备管理数字化办公平台建设", 《实验技术与管理》 *

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN116071205A (en) * 2023-03-07 2023-05-05 北京师范大学 Campus education informatization management platform based on artificial intelligence

Also Published As

Publication number Publication date
CN102930394B (en) 2016-12-21

Similar Documents

Publication Publication Date Title
Bero et al. Challenges in the development of environmental management systems on the modern university campus
CN104575140A (en) Intelligent terminal network teaching method
CN104915782A (en) Offline teaching resource allocation method and device
CN106296498A (en) Data processing method and device
CN108564499A (en) The teaching resource tissue and service system of the customer-centric of knowledge based network
Al-Sehrawy et al. A digital twin uses classification system for urban planning & city infrastructure management
CN109359854A (en) Intelligence teaches cloud platform
Jie et al. Application of educational data mining on analysis of students' online learning behavior
CN110443730A (en) Grinding based on SAAS learns service system and device
Doğan et al. A v-model software development application for sustainable and smart campus analytics domain
CN112185198B (en) Mobile intelligent teaching system based on data acquisition and information transfer technology
Gaftandzhieva et al. Learning analytics from the teacher’s perspective: A mobile app
CN102930394A (en) Method and device for monitoring teaching equipment and resources
Garita et al. TEC Digital: A case study of an e-learning environment for higher education in Costa Rica
Tian Interactive music instructional mode based on cloud computing
EP3111389A1 (en) Method for generating a support system for performance, decision, and learning, documentation and social networking management, contextualized for business control processes, and system utilizing said method
Grigg et al. Information technology in civil engineering curriculum
Crouch A relevant data revolution for development
Gibson et al. Return on investment in higher education retention: Systematic focus on actionable information from data analytics
Peng University Canteen Supervision and Management System Based on Wechat Applet
CN102610129A (en) Method for realizing individual collaborative learning system based on multiple agents
Fiofanova et al. Integration and data portability in the programming of digital analytical services of the education system
Dekhtyar Geoinformation systems and big data in economic research: syllabus of the discipline for students of all specialities of all educational programs of the first (bachelor's) level
Yang Research on the Learning Situation Analysis and Academic Prediction based on Education Big Data
Janpirom et al. Action Learning with Smart Classrooms Incorporating Creativity And Innovation, a Systemic Synthesis Literature Review

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
C14 Grant of patent or utility model
GR01 Patent grant
CP03 Change of name, title or address

Address after: 230031 666 Wangjiang West Road, Hefei high tech Zone, Anhui

Patentee after: Iflytek Co., Ltd.

Address before: 230088 No. 616, Mount Huangshan Road, hi tech Development Zone, Anhui, Hefei

Patentee before: Anhui USTC iFLYTEK Co., Ltd.

CP03 Change of name, title or address