CN107220916A - Pushing learning resource method and device - Google Patents
Pushing learning resource method and device Download PDFInfo
- Publication number
- CN107220916A CN107220916A CN201710388672.8A CN201710388672A CN107220916A CN 107220916 A CN107220916 A CN 107220916A CN 201710388672 A CN201710388672 A CN 201710388672A CN 107220916 A CN107220916 A CN 107220916A
- Authority
- CN
- China
- Prior art keywords
- learning
- user
- resource
- education resource
- experiences
- 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
- 238000000034 method Methods 0.000 title claims abstract description 59
- 238000012360 testing method Methods 0.000 claims abstract description 45
- 238000004891 communication Methods 0.000 claims description 19
- 238000003860 storage Methods 0.000 claims description 7
- 230000004044 response Effects 0.000 claims description 3
- 230000015654 memory Effects 0.000 description 19
- 230000006870 function Effects 0.000 description 12
- 238000010586 diagram Methods 0.000 description 9
- 238000005516 engineering process Methods 0.000 description 6
- 230000008569 process Effects 0.000 description 4
- 238000012545 processing Methods 0.000 description 4
- 238000007726 management method Methods 0.000 description 3
- 230000005540 biological transmission Effects 0.000 description 2
- 230000008859 change Effects 0.000 description 2
- 238000013461 design Methods 0.000 description 2
- 238000011156 evaluation Methods 0.000 description 2
- 238000010295 mobile communication Methods 0.000 description 2
- 230000009471 action Effects 0.000 description 1
- 230000006399 behavior Effects 0.000 description 1
- 230000003542 behavioural effect Effects 0.000 description 1
- 210000004556 brain Anatomy 0.000 description 1
- 238000004364 calculation method Methods 0.000 description 1
- 238000006243 chemical reaction Methods 0.000 description 1
- 230000001149 cognitive effect Effects 0.000 description 1
- 238000004590 computer program Methods 0.000 description 1
- 230000007812 deficiency Effects 0.000 description 1
- 230000005611 electricity Effects 0.000 description 1
- 238000012812 general test Methods 0.000 description 1
- 230000003993 interaction Effects 0.000 description 1
- 238000011835 investigation Methods 0.000 description 1
- 230000002045 lasting effect Effects 0.000 description 1
- 238000004519 manufacturing process Methods 0.000 description 1
- 235000012054 meals Nutrition 0.000 description 1
- 230000008450 motivation Effects 0.000 description 1
- 230000006855 networking Effects 0.000 description 1
- 238000002360 preparation method Methods 0.000 description 1
- 238000004549 pulsed laser deposition Methods 0.000 description 1
- 238000012552 review Methods 0.000 description 1
- 239000007787 solid Substances 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
- 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
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/95—Retrieval from the web
- G06F16/953—Querying, e.g. by the use of web search engines
- G06F16/9535—Search customisation based on user profiles and personalisation
Landscapes
- Engineering & Computer Science (AREA)
- Business, Economics & Management (AREA)
- Theoretical Computer Science (AREA)
- Databases & Information Systems (AREA)
- Strategic Management (AREA)
- Tourism & Hospitality (AREA)
- General Physics & Mathematics (AREA)
- Physics & Mathematics (AREA)
- Educational Administration (AREA)
- Educational Technology (AREA)
- Economics (AREA)
- Data Mining & Analysis (AREA)
- Health & Medical Sciences (AREA)
- General Engineering & Computer Science (AREA)
- General Health & Medical Sciences (AREA)
- Human Resources & Organizations (AREA)
- Marketing (AREA)
- Primary Health Care (AREA)
- General Business, Economics & Management (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
- Electrically Operated Instructional Devices (AREA)
Abstract
The embodiment of the present invention provides a kind of pushing learning resource method and device.This method includes:Receive the examination request that situation is grasped for testing user knowledge point;Based on corresponding first education resource of examination request generation;First education resource is pushed, and collects the first feedback information for the first education resource;First time renewal is carried out to the learning experiences of user based on the first feedback information, the learning experiences of the user after being updated based on first time generate the second education resource;Second education resource is pushed, and collects the second feedback information for the second education resource;Second is carried out according to the second feedback information to the learning experiences of user to update, with the learning experiences of the user after updating according to second to examining request to configure next time.The present invention can not only get the study situation of each student, moreover it is possible to personalized education resource is provided according to the study situation of each student, the efficiency of teaching of teacher and the learning efficiency of student is drastically increased.
Description
Technical field
The present invention relates to information education field, in particular to a kind of pushing learning resource method and device.
Background technology
Student is during study, and generally existing learning pressure is big, school work is heavy and lacking individuality study side
The problems such as case and clearly learning path.At present, school is during teaching is carried out, it is impossible to accomplish precisely, clearly to understand
The specific study situation of each student, and then personalized education can not be carried out for each student, so as to cause " cauldron
The educational mode of meal " formula exists always, and the efficiency of teaching of teacher and the learning efficiency of student are low.
The content of the invention
In order to overcome above-mentioned deficiency of the prior art, it is an object of the invention to provide a kind of pushing learning resource method
And device, the study situation of each student can not only be got, additionally it is possible to provide individual character according to the study situation of each student
The education and study resource of change, drastically increases the efficiency of teaching of teacher and the learning efficiency of student.
To achieve these goals, the technical scheme that present pre-ferred embodiments are used is as follows:
Present pre-ferred embodiments provide a kind of pushing learning resource method, applied to the clothes being connected with user terminal communication
Business device.The server prestores the corresponding knowledge point situation of learning experiences, education resource and education resource of each user.
Methods described includes:
Receive the examination request that situation is grasped for testing user knowledge point.Wherein, the examination request is included to various
The configuring condition of education resource, the examination request is relevant with by the learning experiences of test user;
Based on corresponding first education resource of the examination request generation;
First education resource is pushed, and collects the first feedback information for first education resource;
First time renewal is carried out to the learning experiences of the user based on first feedback information, updated based on first time
The learning experiences of user afterwards generate the second education resource;
Second education resource is pushed, and collects the second feedback information for second education resource;
Second is carried out according to second feedback information to the learning experiences of the user to update, with according to for the second time more
The learning experiences of user after new are to examining request to configure next time.
In present pre-ferred embodiments, methods described also includes:
According to the knowledge point situation of first feedback information and/or second feedback information to corresponding education resource
It is updated, wherein, the knowledge point situation includes at least one of difficulty situation, error rate situation, test frequency situation.
Push strategy is also prestored in present pre-ferred embodiments, in the server, and pushes strategy and user
Learning experiences corresponding relation, it is described based on it is described examination request generate corresponding first education resource the step of, including:
Search the learning experiences of at least one targeted customer similar to the learning experiences of the user;
Target education resource corresponding with the configuring condition is obtained based on the configuring condition to various education resources.
Wherein, the configuring condition includes knowledge point configuring condition, knowledge point investigation proportion configuring condition, topic type configuring condition, topic type
At least one of quantity configuration situation, difficulty configuring condition;
The learning experiences of learning experiences and the targeted customer based on the user obtain corresponding first and push strategy;
Tactful and described target education resource, which is pushed, according to described first generates first education resource.
In present pre-ferred embodiments, the learning experiences generation second of the user after the renewal based on first time learns
The step of resource, including:
Search the learning experiences of at least one targeted customer similar to the learning experiences of the user after first time renewal;
The learning experiences of user after being updated based on the first time and the learning experiences acquisition pair of the targeted customer
Second answered pushes strategy;
The education resource of strategy generating second is pushed according to described second.
In present pre-ferred embodiments, when receiving examination request next time, methods described also includes:
Search the learning experiences of at least one targeted customer similar to the learning experiences of the user after second of renewal;
The learning experiences of user after being updated based on second and the learning experiences of the targeted customer obtain corresponding the
Three push strategy;
Corresponding 3rd education resource of strategy generating is pushed according to the described 3rd.
In present pre-ferred embodiments, methods described also includes:
The request that response user is registered, receives the log-on message that user terminal is sent, and the log-on message is entered
Row storage, wherein, the log-on message includes at least one of user profile, learning objective, learning characteristic;
4th education resource is generated based on the log-on message and the 4th education resource is pushed.
It is described that 4th study money is pushed to the user terminal based on the log-on message in present pre-ferred embodiments
The step of source, including:
Obtain the learning experiences of at least one targeted customer similar to the log-on message;
Learning experiences based at least one targeted customer generate the 4th education resource, and the described 4th study is provided
Source is pushed.
In present pre-ferred embodiments, methods described also includes:
The request for obtaining learning planning is received, wherein, the request for obtaining learning planning includes the study mesh of the user
Mark;
Obtain the learning experiences of other targeted customers similar to the learning objective;
Learning experiences based on the user and the learning experiences of the other targeted customers similar to the learning objective of the user
The 5th education resource is generated, and the 5th education resource is pushed.
Present pre-ferred embodiments also provide a kind of pushing learning resource device, applied to what is be connected with user terminal communication
Server.The server prestores the corresponding knowledge point feelings of learning experiences, education resource and education resource of each user
Condition.Described device includes:
Receiving module, is used to test the examination request that user knowledge point grasps situation for receiving.Wherein, the examination please
Ask including the configuring condition to various education resources, the examination request is relevant with by the learning experiences of test user;
First generation module, for based on corresponding first education resource of the examination request generation;
First pushing module, for first education resource to be pushed, and is collected for the described first study money
First feedback information in source;
Second generation module, for being carried out for the first time more to the learning experiences of the user based on first feedback information
Newly, the learning experiences of the user after being updated based on first time generate the second education resource;
Second pushing module, for second education resource to be pushed, and is collected for the described second study money
Second feedback information in source;
First update module, for being carried out for the second time more to the learning experiences of the user according to second feedback information
Newly, with the learning experiences of the user after being updated according to second to examining request to configure next time.
In terms of existing technologies, the invention has the advantages that:
Pushing learning resource method and device provided in an embodiment of the present invention.This method includes:Receive for testing user
The examination request of situation is grasped in knowledge point, wherein, the examination request includes the configuring condition to various education resources, described to examine
Core is asked relevant with by the learning experiences of test user;Based on corresponding first education resource of the examination request generation;By institute
State the first education resource to be pushed, and collect the first feedback information for first education resource;Based on described first
Feedback information carries out first time renewal to the learning experiences of the user, the learning experiences life of the user after being updated based on first time
Into the second education resource;Second education resource is pushed, and collected for the second anti-of second education resource
Feedforward information;Second is carried out according to second feedback information to the learning experiences of the user to update, with according to for the second time more
The learning experiences of user after new are to examining request to configure next time.The present invention can not only get each student
Habit situation, additionally it is possible to personalized education and study resource is provided according to the study situation of each student, teacher is drastically increased
Efficiency of teaching and student learning efficiency.
Brief description of the drawings
In order to illustrate the technical solution of the embodiments of the present invention more clearly, below will be attached to what is used required in embodiment
Figure is briefly described, it will be appreciated that the following drawings illustrate only certain embodiments of the present invention, therefore is not construed as pair
The restriction of scope, for those of ordinary skill in the art, on the premise of not paying creative work, can also be according to this
A little accompanying drawings obtain other related accompanying drawings.
Fig. 1 is the block diagram for the server that present pre-ferred embodiments are provided;
A kind of schematic flow sheet for the pushing learning resource method that Fig. 2 provides for present pre-ferred embodiments;
Fig. 3 is a kind of schematic flow sheet for each sub-steps that the step S220 shown in Fig. 2 includes;
Fig. 4 is a kind of schematic flow sheet for each sub-steps that the step S240 shown in Fig. 2 includes;
Another schematic flow sheet for the pushing learning resource method that Fig. 5 provides for present pre-ferred embodiments;
Another schematic flow sheet for the pushing learning resource method that Fig. 6 provides for present pre-ferred embodiments;
Another schematic flow sheet for the pushing learning resource method that Fig. 7 provides for present pre-ferred embodiments;
Fig. 8 is a kind of schematic flow sheet for each sub-steps that the step S202 shown in Fig. 7 includes;
Another schematic flow sheet for the pushing learning resource method that Fig. 9 provides for present pre-ferred embodiments;
A kind of functional block diagram for the pushing learning resource device that Figure 10 provides for present pre-ferred embodiments;
Another functional block diagram for the pushing learning resource device that Figure 11 provides for present pre-ferred embodiments.
Icon:100- servers;110- memories;120- processors;130- communication units;140- storage controls;
200- pushing learning resource devices;210- receiving modules;The generation modules of 220- first;The pushing modules of 230- first;240- second
Generation module;The pushing modules of 250- second;The update modules of 260- first;The update modules of 270- second.
Embodiment
Below in conjunction with the accompanying drawing in the embodiment of the present invention, the technical scheme in the embodiment of the present invention is carried out clear, complete
Site preparation is described, it is clear that described embodiment is a part of embodiment of the invention, rather than whole embodiments.Generally herein
The component of the embodiment of the present invention described and illustrated in place's accompanying drawing can be arranged and designed with a variety of configurations.
Therefore, the detailed description of embodiments of the invention below to providing in the accompanying drawings is not intended to limit claimed
The scope of the present invention, but be merely representative of the present invention selected embodiment.Based on the embodiment in the present invention, this area is common
The every other embodiment that technical staff is obtained under the premise of creative work is not made, belongs to the model that the present invention is protected
Enclose.
It should be noted that:Similar label and letter represents similar terms in following accompanying drawing, therefore, once a certain Xiang Yi
It is defined in individual accompanying drawing, then it further need not be defined and explained in subsequent accompanying drawing.Meanwhile, the present invention's
In description, term " first ", " second " etc. are only used for distinguishing description, and it is not intended that indicating or implying relative importance.
Below in conjunction with the accompanying drawings, some embodiments of the present invention are elaborated.It is following in the case where not conflicting
Feature in embodiment and embodiment can be mutually combined.
Referring to Fig. 1, the block diagram of the server 100 provided for present pre-ferred embodiments.The embodiment of the present invention
In, the server 100 is connected with multiple user terminal communications, and the user terminal can be, it is not limited to, personal electricity
Brain (Personal Computer, PC), notebook computer, tablet personal computer, personal digital assistant (Personal Digital
Assistant, PDA), mobile internet surfing equipment (Mobile Internet Device, MID) etc..The operation of the user terminal
System may be, but not limited to, Android (Andriod) system, iOS system, Windows systems, linux system, OSX systems
Deng.
In detail, the user terminal can be the terminal where teacher, or the terminal where student.In this reality
Apply in example, for the ease of distinguishing, the user terminal can include first terminal and second terminal, wherein, the first terminal
For the terminal where teacher, the second terminal is the terminal where student.It is readily appreciated that, it is in other embodiments, described
First terminal can also be the terminal where student, and the second terminal can also be the terminal where teacher.
As shown in figure 1, the server 100 can include memory 110, processor 120, communication unit 130 and deposit
Store up controller 140.The memory 110, processor 120, communication unit 130 and storage control 140 are direct each other
Or be electrically connected with indirectly, to realize the transmission or interaction of data.For example, these elements can pass through one or more each other
Communication bus or signal wire, which are realized, to be electrically connected with.Be stored with pushing learning resource device 200 in memory 110, the study money
Source pusher 200, which includes at least one, to be stored in the form of software or firmware (Firmware) in the memory 110
Software function module, the processor 120 is stored in software program and module in memory 110 by operation, such as this
Pushing learning resource device 200 in inventive embodiments, so as to perform various function application and data processing, that is, realizes this hair
Pushing learning resource method in bright embodiment.
Wherein, above-mentioned memory 110 may include high speed random access memory, may also include nonvolatile memory, such as one
Or multiple magnetic storage devices, flash memory or other non-volatile solid state memories.In some instances, memory 110 can
Further comprise the remote memory remotely located relative to processor 120, these remote memories can pass through network connection
To the server 100.The example of above-mentioned network can include but is not limited to internet, intranet, LAN, mobile logical
Letter net and combinations thereof.Wherein, memory 110 is used for storage program, and the processor 120 is performed after execute instruction is received
Described program.Further, various input/output devices are coupled to processor 120 and memory 110 by communication unit 130,
Software program and module in above-mentioned memory 110 may also include operating system, and it may include various for management system times
The component software of business (such as memory management, storage device control, power management) and/or driving, and can with various hardware or
Component software is mutually communicated, so as to provide the running environment of other software component.
The processor 120 can be a kind of IC chip, the disposal ability with signal.Above-mentioned processor
120 can be general processor, including central processing unit (Central Processing Unit, CPU), network processing unit
(Network Processor, NP) etc.;It can also be digital signal processor (DSP), application specific integrated circuit (ASIC), scene
Programmable gate array (FPGA) or other PLDs, discrete gate or transistor logic, discrete hardware group
Part.It can realize or perform disclosed each method, step and the logic diagram in the embodiment of the present invention.
The communication unit 130 can be used for setting up the server 100 and the communication of the user terminal therebetween
Connection, to realize the data communication between the server 100 and the user terminal.In the present embodiment, the communication unit
130 can be used for receiving and sending electromagnetic wave, realize the mutual conversion of electromagnetic wave and electric signal, thus with communication network or
Outside monitor terminal is communicated.The communication unit 130 can be with various networks such as internet, enterprise (school) in-house network, nothing
Gauze network is communicated or communicated by wireless network with the user terminal.Above-mentioned wireless network may include honeycomb
Formula telephone network, WLAN or Metropolitan Area Network (MAN).Above-mentioned wireless network can use various communication standards, agreement and technology,
Including but not limited to global system for mobile communications, enhanced mobile communication technology, Wideband CDMA Technology, CDMA skill
Art, TDMA, bluetooth, adopting wireless fidelity technology, the networking telephone, worldwide interoperability for microwave accesses, other be used for mail, immediately
Communication and the agreement of short message, and any other suitable communications protocol, or even may include that those are not developed currently yet
The agreement come.
It is appreciated that the structure shown in Fig. 1 is only signal, the server 100 can also include more more than shown in Fig. 1
Either less component or with the configuration different from shown in Fig. 1.Each component shown in Fig. 1 can use hardware, software
Or its combination is realized.
In the present embodiment, the server 100 prestores the learning experiences, education resource and education resource of each user
Corresponding knowledge point situation.
In detail, the learning experiences can include student the behavioral data in learning process, exemplarily, the row
For data can include student every time examination (for example, general test, interim test, posttest etc.) in the result of appraisal,
Student is to grasp situation of various pieces knowledge point (for example, trigonometric function, plane geometry, set etc.) etc..Or, the study
Experience can also include the basic condition of student, for example, student's is reading school information, read class's information, or unity and coherence in writing point
Section's information etc..Or, the learning experiences can also include the analyzing distance learners' features situation of student, for example, student is each
The starting point ability (level) in individual study stage, cognitive structure, attitude towards study, learning motivation, learning style and student are corresponding
Situations such as styles of teaching of each teacher.It is, of course, understood that the description of above-mentioned learning experiences is merely illustrative, this area
Technical staff can be understood the learning experiences in the present embodiment according to actual needs.
The education resource can include the resource that arbitrarily can help to the study of student, exemplarily, the study money
Source can include all kinds of resource exam pools, the Context resolution of each knowledge point, the learning strategy in each study stage, video study money
The resources such as source, the present embodiment is not specifically limited to the education resource.In addition, the education resource that the present embodiment is provided can appoint
Meaning is multiplexed and changed, and can constantly derive more education resources.
The corresponding knowledge point of the education resource is it may is that refer to difficulty situation, error rate, the difficulty of each education resource
Spend gradient, investigate the information such as the frequency.For example, each road topic all include use information, it is scoring rate/error rate, stem, small
Ask, answer, picture, formula, difficulty, label etc., the data message of these various dimensions is that data can preferably be managed, look into
Ask, recommend to provide important evidence, be also the valuable source that teacher carries out proposition, group volume and student reviews, wrong topic reaches a standard.
Referring to Fig. 2, the schematic flow sheet of the pushing learning resource method provided for present pre-ferred embodiments, the side
The server 100 of method as shown in Figure 1 is performed.It should be noted that, method provided in an embodiment of the present invention is not with Fig. 2 and following institute
The particular order stated is limitation.The idiographic flow of methods described is as follows:
Step S210, receives the examination request that situation is grasped for testing user knowledge point.
In the present embodiment, the examination request includes the configuring condition to various education resources, the examination request and quilt
The learning experiences for testing user are relevant.Wherein, the configuring condition can refer to that knowledge point configuring condition, knowledge point investigate proportion
At least one of configuring condition, topic type configuring condition, topic type quantity configuration situation, difficulty configuring condition.Alternatively, it is described to examine
Core request can receive teacher by the first terminal to generate or described the configuration parameter of various education resources
Server 100 is generated at random, or can also receive configuration of the student to various education resources by the second terminal to join
Number generation.Preferably, the examination request can receive configuration of the teacher to various education resources by the first terminal
Parameter is generated.
Step S220, based on corresponding first education resource of the examination request generation.
In the present embodiment, push strategy is also prestored in the server 100, and push strategy and the study of user are passed through
The corresponding relation gone through.
Specifically, referring to Fig. 3, as a kind of embodiment, the step S220 can include following sub-step:
Sub-step S221, searches the learning experiences of at least one targeted customer similar to the learning experiences of the user.
In the present embodiment, the server 100 is after the examination request is received, first, searches the examination request
The corresponding learning experiences by test user, then, search at least one similar to the learning experiences by test user
The learning experiences of targeted customer.For example, being read at present for A grades by test user, the subject tested is B subjects, is tested
Knowledge weak spot of the user in B subjects is C, D, E, and the server 100 looks up other knowledge weak spots in B subjects
For the learning experiences of at least one of C, D, E targeted customer.
In another example, read at present for A senior middle schools by test user, the school that target is entered a higher school is B universities, the server 100
Look up also for B universities or the targeted customer of the other universities similar to B university levels of school that other targets enter a higher school
Practise experience.
In another example, it is that A schools B grades are reading at present by test user, weak subject is C subjects, and the server 100 is just
Lookup is other once to attend A schools B grades, and weak subject is also the learning experiences of C sections purpose targeted customer.
Certainly, example is these are only, those skilled in the art can define described with the user's according to actual needs
The learning experiences of at least one similar targeted customer of learning experiences.
Sub-step S222, mesh corresponding with the configuring condition is obtained based on the configuring condition to various education resources
Mark education resource.
Sub-step S223, the learning experiences of learning experiences and the targeted customer based on the user obtain corresponding the
One pushes strategy.
In the present embodiment, at the same based on by test user learning experiences and with it is described by test user learning experiences
The learning experiences of similar targeted customer, according to learning experiences and the corresponding relation for pushing strategy, obtain corresponding first and push away
Send strategy.
Sub-step S224, pushes tactful and described target education resource generation first study according to described first and provides
Source.
In the present embodiment, strategy can be pushed according to described first and be chosen from the target education resource and described in pushing
First education resource, so that described tested by test user according to first education resource.
Referring to Fig. 2, step S230, first education resource is pushed, and collected for described first
First feedback information of education resource.
In the present embodiment, it is alternatively possible to by first pushing learning resource of generation to described by test user institute
Second terminal, first education resource of generation can also be printed and issue the user to be tested, this reality
Apply example to be not specifically limited the mode of push, can be entered as long as guarantee is described by test user according to first education resource
Row test.
After being terminated by test user for the test of first education resource, can by manually going over examination papers online or
The machine-readable form such as go over examination papers is judged the test situation by test user, and is used as described first to feed back evaluation result
Information is sent to the server 100.Wherein, first feedback information can refer to be tested the wrong topic situation of user, it is right
Answer the information such as knowledge point situation, wrong topic rate situation, the grasp situation of each knowledge point of each topic type of wrong topic.
The learning experiences of the user are carried out first time renewal based on first feedback information, are based on by step S240
The learning experiences of user after updating for the first time generate the second education resource.
In the present embodiment, the server 100 based on first feedback information to prestore this by test user
Practise experience and carry out first time renewal, so that the learning experiences tested are current newest experience.
Specifically, referring to Fig. 4, as a kind of embodiment, the step S240 can include following sub-step:
Sub-step S241, searches at least one targeted customer's similar to the learning experiences of the user after first time renewal
Learning experiences.
Specifically, the study of at least one targeted customer similar to the learning experiences of the user after first time renewal is searched
The mode of experience is referred to the description in above-mentioned sub-step S221, will not be repeated here.
Sub-step S242, the learning experiences of the user after being updated based on the first time and the study of the targeted customer
Experience obtains corresponding second and pushes strategy.
Sub-step S243, the education resource of strategy generating second is pushed according to described second.
In the present embodiment, it is described second push strategy be used for according to the first time update after user learning experiences with
And the targeted customer learning experiences push it is corresponding remedy the education resource that reaches a standard, the education resource that reaches a standard of remedying is as institute
State the second education resource.The education resource that reaches a standard of remedying can be by test user and the targeted customer according to described
The exercise resource that wrong topic situation, weak knowledge point are provided.
Referring to Fig. 2, step S250, second education resource is pushed, and collected for described second
Second feedback information of education resource.
In the present embodiment, it is alternatively possible to by second pushing learning resource of generation to described by test user institute
Second terminal, second education resource of generation can also be printed and issue the user to be tested, this reality
Apply example to be not specifically limited the mode of push, can be entered as long as guarantee is described by test user according to second education resource
Row exercise.
After being terminated by test user for the test of second education resource, can by manually going over examination papers online or
The machine-readable form such as go over examination papers is judged the test situation by test user, and is used as described second to feed back evaluation result
Information is sent to the server 100.Wherein, second feedback information can refer to be tested user in the described second study
The knowledge point situation of the wrong topic of wrong topic situation, correspondence in exercise in resource, the wrong topic rate situation of each topic type, each knowledge point
The information such as grasp situation.
The learning experiences of the user are carried out second according to second feedback information and updated by step S260, with by
The learning experiences of user after being updated according to second are to examining request to configure next time.
In the present embodiment, described second update after user learning experiences can be understood as examining next time it is initial
Learning experiences, after examination request next time is received, circulation performs above-mentioned steps S210 to step S260, so that the user
Learning experiences are constantly accumulated so that pushing learning resource each time is more accurate, moves in circles, and pass through lasting acquisition use
The study situation at family, and according to the education resource of the study situation of user offer more personalized, and then improved constantly religion
The efficiency of teaching of teacher and the learning efficiency of student.
Specifically, referring to Fig. 5, when receiving examination request next time, as a kind of embodiment, methods described is also
It can include:
Step S261, searches at least one targeted customer similar to the learning experiences of the user after second of renewal
Practise experience;
Step S262, the learning experiences of the user after being updated based on second and the learning experiences of the targeted customer are obtained
Corresponding 3rd pushes strategy;
Step S263, corresponding 3rd education resource of strategy generating is pushed according to the described 3rd.
Further, referring to Fig. 6, alternatively, methods described can also include:
Step S270, according to first feedback information and/or second feedback information to corresponding education resource
Knowledge point situation is updated.
In the present embodiment, the knowledge point situation can include difficulty situation, error rate situation, test frequency situation, go out
Existing situation, match condition, at least one of other knowledge point situations of arranging in pairs or groups.By constantly collecting each user every
The feedback information of resource is once pushed, the knowledge point situation of education resource that can constantly to prestoring is updated, and then is made
The push obtained each time is more accurate.
Further, it should be noted that user can also at any time by the second terminal to the server 100 voluntarily more
The new learning experiences of itself, the learning experiences can have a variety of update modes, so that the learning experiences are the newest of user
Learning experiences.
Based on above-mentioned design, matching and the correlation of " double sample " of user and education resource, shape are considered by concentrating
It is real to realize personalized learning aid into complete data closed loop, help user to cook up credible, executable learning path,
Campus planning is helped to go out the student performance lifting path of personalization.
Further, referring to Fig. 7, methods described can also include:
Step S201, the request registered of response user receives the log-on message of user terminal transmission, and by the note
Volume information is stored.
In the present embodiment, the log-on message includes at least one of user profile, learning objective, learning characteristic.Its
In, the user profile can include the name of user, student number, read school, read grade, unity and coherence in writing branch situation, feelings of tending to go overboard on one or some subjects
The information such as condition, the learning objective can be but not limited to the target of entering a higher school of user, take an examination in short term target, target of taking an examination for a long time
Deng the learning characteristic can be but not limited to the Behavior preference of user, character trait etc..
Step S202, generates the 4th education resource based on the log-on message and is pushed away the 4th education resource
Send.
Specifically, referring to Fig. 8, as a kind of embodiment, the step S202 can include following sub-step:
Sub-step S2021, obtains the learning experiences of at least one targeted customer similar to the log-on message.
Sub-step S2022, learning experiences based at least one targeted customer generate the 4th education resource, and by institute
The 4th education resource is stated to be pushed.
In the present embodiment, user is register when first time, and the server 100 can be according to the log-on message of user
The learning experiences of other similar targeted customers are obtained, are referred to as the initial learning experiences of the user.For example, the liter of the user
Target is S universities, then it is S universities or similar to S universities other big that the server 100, which can search target of entering a higher school,
The learning experiences of targeted customer, and the 4th education resource is generated based on the learning experiences, the 4th education resource can
With including the used education resource of other targeted customers.
Further, referring to Fig. 9, alternatively, methods described can also include:
Step S203, receives the request for obtaining learning planning.
In the present embodiment, the request for obtaining learning planning can include the learning objective of the user.
Step S204, obtains the learning experiences of other targeted customers similar to the learning objective.
Step S205, learning experiences based on the user and the other targeted customers' similar to the learning objective of the user
Learning experiences generate the 5th education resource, and the 5th education resource is pushed.
In the present embodiment, the server 100 can also be according to being that each user pushes learning path rule the need for user
Draw.Specifically, the server 100 get user need obtain learning planning request after, according to the study of the user
Target, and the other targets similar to the learning objective of the user learning experiences, generate the 5th education resource.
For example, the target of entering a higher school of user is Z school, then the server 100 according to the user enter a higher school target and
The learning experiences (or log-on message) of the user, the education resource in each study stage is pushed (for example, study side to the user
Method, master's course, teach at heart etc.), meanwhile, other targets of the target that will enter a higher school for Z schools or the school similar to X schools
The resource that user uses, for example, the topic often done, the larger topic of difficulty for them, the topic often done wrong or correspondingly
The resources such as the calculus technique of difficulty knowledge point, are recommended to the user.
Based on above-mentioned design, the learning path of the direction of the user learning objective is entered by the learning objective according to user
Professional etiquette is drawn, and with reference to the own situation of user and the situation of the user of other similar targets, user has been reached efficient study
Efficiency, it is constantly close to learning objective.
Further, referring to Fig. 10, present pre-ferred embodiments also provide a kind of pushing learning resource device 200, institute
Device is stated to be installed in the memory 110 and including one or more software function modules performed by the processor 120.
Described device can include:
Receiving module 210, is used to test the examination request that user knowledge point grasps situation for receiving.Wherein, it is described to examine
Core request includes the configuring condition to various education resources, and the examination request is relevant with by the learning experiences of test user.
First generation module 220, for based on corresponding first education resource of the examination request generation.
First pushing module 230, for first education resource to be pushed, and is collected for the described first study
First feedback information of resource.
Second generation module 240, for carrying out first to the learning experiences of the user based on first feedback information
Secondary to update, the learning experiences of the user after being updated based on first time generate the second education resource.
Second pushing module 250, for second education resource to be pushed, and is collected for the described second study
Second feedback information of resource.
First update module 260, for carrying out second to the learning experiences of the user according to second feedback information
It is secondary to update, with the learning experiences of the user after being updated according to second to examining request to configure next time.
Alternatively, Figure 11 is referred to, described device can also include:
Second update module 270, for according to first feedback information and/or second feedback information to corresponding
The knowledge point situation of education resource is updated.Wherein, the knowledge point situation includes difficulty situation, error rate situation, test
At least one of frequency situation.
The concrete operation method of above-mentioned each software function module can refer to the detailed of corresponding steps in above method embodiment
Description, it is no longer repeated herein.
In summary, pushing learning resource method and device provided in an embodiment of the present invention.This method includes:Receiving is used for
The examination request that user knowledge point grasps situation is tested, wherein, the examination request includes the configuration feelings to various education resources
Condition, the examination request is relevant with by the learning experiences of test user;Based on corresponding first study of the examination request generation
Resource;First education resource is pushed, and collects the first feedback information for first education resource;It is based on
First feedback information carries out first time renewal to the learning experiences of the user, the user after being updated based on first time
Practise experience the second education resource of generation;Second education resource is pushed, and collected for second education resource
The second feedback information;Second is carried out to the learning experiences of the user according to second feedback information to update, with according to
The learning experiences of user after second of renewal are to examining request to configure next time.The present invention can not only get each
The study situation of student, additionally it is possible to personalized education and study resource is provided according to the study situation of each student, greatly carried
The efficiency of teaching of Gao Liao teacher and the learning efficiency of student.
In several embodiments provided by the present invention, it should be understood that disclosed apparatus and method, it can also pass through
Other modes are realized.Apparatus and method embodiment described above is only schematical, for example, the flow chart in accompanying drawing
System, the system in the cards of method and computer program product of multiple embodiments according to the present invention are shown with block diagram
Framework, function and operation.At this point, each square frame in flow chart or block diagram can represent a module, program segment or generation
A part for code a, part for the module, program segment or code is used to realize defined logic function comprising one or more
Executable instruction.It should also be noted that in some implementations as replacement, the function of being marked in square frame can also be with
Occur different from the order marked in accompanying drawing.For example, two continuous square frames can essentially be performed substantially in parallel, they
Sometimes it can also perform in the opposite order, this is depending on involved function.It is also noted that block diagram and/or flow chart
In each square frame and the square frame in block diagram and/or flow chart combination, can be with function or action as defined in performing it is special
Hardware based system is realized, or can be realized with the combination of specialized hardware and computer instruction.
In addition, each functional module in each embodiment of the invention can integrate to form an independent portion
Point or modules individualism, can also two or more modules be integrated to form an independent part.
If the function is realized using in the form of software function module and is used as independent production marketing or in use, can be with
It is stored in a computer read/write memory medium.Understood based on such, technical scheme is substantially in other words
The part contributed to prior art or the part of the technical scheme can be embodied in the form of software product, the meter
Calculation machine software product is stored in a storage medium, including some instructions are to cause an electronic equipment (can be personal
Computer, electronic equipment, or network equipment etc.) perform all or part of step of each of the invention embodiment methods described.
It should be noted that herein, term " including ", " including " or its any other variant are intended to non-row
His property is included, so that process, method, article or equipment including a series of key elements not only include those key elements, and
And also including other key elements being not expressly set out, or also include for this process, method, article or equipment institute inherently
Key element.In the absence of more restrictions, the key element limited by sentence " including one ... ", it is not excluded that including institute
Also there is other identical element in process, method, article or the equipment of stating key element.
It is obvious to a person skilled in the art that the invention is not restricted to the details of above-mentioned one exemplary embodiment, Er Qie
In the case of without departing substantially from spirit or essential attributes of the invention, the present invention can be realized in other specific forms.Therefore, no matter
From the point of view of which point, embodiment all should be regarded as exemplary, and be nonrestrictive, the scope of the present invention is by appended power
Profit is required rather than described above is limited, it is intended that all in the implication and scope of the equivalency of claim by falling
Change is included in the present invention.Any reference in claim should not be considered as to the claim involved by limitation.
Claims (10)
1. a kind of pushing learning resource method, applied to the server being connected with user terminal communication, it is characterised in that the clothes
Business device prestores the corresponding knowledge point situation of learning experiences, education resource and education resource of each user, methods described bag
Include:
The examination request that situation is grasped for testing user knowledge point is received, wherein, the examination request is included to various study
The configuring condition of resource, the examination request is relevant with by the learning experiences of test user;
Based on corresponding first education resource of the examination request generation;
First education resource is pushed, and collects the first feedback information for first education resource;
First time renewal is carried out to the learning experiences of the user based on first feedback information, after being updated based on first time
The learning experiences of user generate the second education resource;
Second education resource is pushed, and collects the second feedback information for second education resource;
Second is carried out according to second feedback information to the learning experiences of the user to update, after updating according to second
User learning experiences to examine next time request configure.
2. pushing learning resource method according to claim 1, it is characterised in that methods described also includes:
The knowledge point situation of corresponding education resource is carried out according to first feedback information and/or second feedback information
Update, wherein, the knowledge point situation includes at least one of difficulty situation, error rate situation, test frequency situation.
3. pushing learning resource method according to claim 1, it is characterised in that push is also prestored in the server
Strategy, and push the corresponding relation of strategy and the learning experiences of user, it is described based on the examination request generation corresponding the
The step of one education resource, including:
Search the learning experiences of at least one targeted customer similar to the learning experiences of the user;
Target education resource corresponding with the configuring condition is obtained based on the configuring condition to various education resources, its
In, the configuring condition includes knowledge point configuring condition, knowledge point and investigates proportion configuring condition, topic type configuring condition, topic type number
Measure at least one of configuring condition, difficulty configuring condition;
The learning experiences of learning experiences and the targeted customer based on the user obtain corresponding first and push strategy;
Tactful and described target education resource, which is pushed, according to described first generates first education resource.
4. pushing learning resource method according to claim 3, it is characterised in that the use after the renewal based on first time
The step of learning experiences at family generate the second education resource, including:
Search the learning experiences of at least one targeted customer similar to the learning experiences of the user after first time renewal;
The learning experiences of user after being updated based on the first time and the learning experiences of the targeted customer obtain corresponding
Second pushes strategy;
The education resource of strategy generating second is pushed according to described second.
5. pushing learning resource method according to claim 3, it is characterised in that receiving examination request next time
When, methods described also includes:
Search the learning experiences of at least one targeted customer similar to the learning experiences of the user after second of renewal;
The learning experiences of user after being updated based on second and the learning experiences of the targeted customer are obtained the corresponding 3rd and pushed away
Send strategy;
Corresponding 3rd education resource of strategy generating is pushed according to the described 3rd.
6. pushing learning resource method according to claim 1, it is characterised in that methods described also includes:
The request that response user is registered, receives the log-on message that user terminal is sent, and the log-on message is deposited
Storage, wherein, the log-on message includes at least one of user profile, learning objective, learning characteristic;
4th education resource is generated based on the log-on message and the 4th education resource is pushed.
7. pushing learning resource method according to claim 6, it is characterised in that described to be based on the log-on message to institute
The step of user terminal pushes four education resources is stated, including:
Obtain the learning experiences of at least one targeted customer similar to the log-on message;
Learning experiences based at least one targeted customer generate the 4th education resource, and the 4th education resource is entered
Row is pushed.
8. pushing learning resource method according to claim 1, it is characterised in that methods described also includes:
The request for obtaining learning planning is received, wherein, the request for obtaining learning planning includes the learning objective of the user;
Obtain the learning experiences of other targeted customers similar to the learning objective;
Learning experiences based on the user and the generation of the learning experiences of the other targeted customers similar to the learning objective of the user
5th education resource, and the 5th education resource is pushed.
9. a kind of pushing learning resource device, applied to the server being connected with user terminal communication, it is characterised in that the clothes
Business device prestores the corresponding knowledge point situation of learning experiences, education resource and education resource of each user, described device bag
Include:
Receiving module, is used to test the examination request that user knowledge point grasps situation for receiving, wherein, the examination request bag
The configuring condition to various education resources is included, the examination request is relevant with by the learning experiences of test user;
First generation module, for based on corresponding first education resource of the examination request generation;
First pushing module, for first education resource to be pushed, and is collected for first education resource
First feedback information;
Second generation module, for carrying out first time renewal to the learning experiences of the user based on first feedback information,
The learning experiences of user after being updated based on first time generate the second education resource;
Second pushing module, for second education resource to be pushed, and is collected for second education resource
Second feedback information;
First update module, updates for carrying out second to the learning experiences of the user according to second feedback information,
With the learning experiences of the user after being updated according to second to examining request to configure next time.
10. pushing learning resource device according to claim 9, it is characterised in that described device also includes:
Second update module, for being provided according to first feedback information and/or second feedback information to corresponding study
The knowledge point situation in source is updated, wherein, the knowledge point situation includes difficulty situation, error rate situation, test frequency feelings
At least one of condition.
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201710388672.8A CN107220916A (en) | 2017-05-27 | 2017-05-27 | Pushing learning resource method and device |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201710388672.8A CN107220916A (en) | 2017-05-27 | 2017-05-27 | Pushing learning resource method and device |
Publications (1)
Publication Number | Publication Date |
---|---|
CN107220916A true CN107220916A (en) | 2017-09-29 |
Family
ID=59946803
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201710388672.8A Pending CN107220916A (en) | 2017-05-27 | 2017-05-27 | Pushing learning resource method and device |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN107220916A (en) |
Cited By (11)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN107784104A (en) * | 2017-10-26 | 2018-03-09 | 中山市君扬电子科技有限公司 | A kind of data-pushing update method of children education software |
CN107978189A (en) * | 2017-12-21 | 2018-05-01 | 广东小天才科技有限公司 | Intelligent exercise pushing method and system and terminal equipment |
CN109801525A (en) * | 2017-11-17 | 2019-05-24 | 深圳市鹰硕技术有限公司 | A kind of teachers and students' multidimensional matching process and system for the Web-based instruction |
WO2019104996A1 (en) * | 2017-12-01 | 2019-06-06 | 深圳市科迈爱康科技有限公司 | Teaching method and device, and computer readable storage medium |
CN110489648A (en) * | 2019-08-15 | 2019-11-22 | 上海乂学教育科技有限公司 | Education resource dynamic pushing method and system |
CN110750634A (en) * | 2019-10-11 | 2020-02-04 | 李晚华 | Method for effectively matching practicer with training test questions based on data statistics |
CN112632393A (en) * | 2020-12-30 | 2021-04-09 | 北京博海迪信息科技有限公司 | Course recommendation method and device and electronic equipment |
CN112700690A (en) * | 2019-10-23 | 2021-04-23 | 上海泽稷教育培训有限公司 | Implementation method, system, medium and intelligent terminal for generating test exercises |
CN114925284A (en) * | 2022-06-16 | 2022-08-19 | 江苏中科小达人智能科技有限公司 | Resource searching and pushing system and method based on artificial intelligence |
CN116384840A (en) * | 2023-05-29 | 2023-07-04 | 湖南工商大学 | Course recommendation method and related equipment |
CN116628339A (en) * | 2023-06-09 | 2023-08-22 | 国信蓝桥教育科技股份有限公司 | Educational resource recommendation method and system based on artificial intelligence |
Citations (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN102768751A (en) * | 2011-10-20 | 2012-11-07 | 上海一佳一网络科技有限公司 | Learning resource push system and learning resource push method |
CN103793518A (en) * | 2014-02-12 | 2014-05-14 | 广东小天才科技有限公司 | Learning resource pushing method and device |
CN105718582A (en) * | 2016-01-25 | 2016-06-29 | 重庆邮电大学 | Personalized learning resource recommendation system and method under E-learning platform |
CN106354810A (en) * | 2016-08-27 | 2017-01-25 | 锁福涛 | Internet teaching system using big data technology |
CN106384319A (en) * | 2016-09-20 | 2017-02-08 | 四川教云网络科技有限公司 | Teaching resource personalized recommending method based on forgetting curve |
CN106528693A (en) * | 2016-10-25 | 2017-03-22 | 广东科海信息科技股份有限公司 | Individualized learning-oriented educational resource recommendation method and system |
-
2017
- 2017-05-27 CN CN201710388672.8A patent/CN107220916A/en active Pending
Patent Citations (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN102768751A (en) * | 2011-10-20 | 2012-11-07 | 上海一佳一网络科技有限公司 | Learning resource push system and learning resource push method |
CN103793518A (en) * | 2014-02-12 | 2014-05-14 | 广东小天才科技有限公司 | Learning resource pushing method and device |
CN105718582A (en) * | 2016-01-25 | 2016-06-29 | 重庆邮电大学 | Personalized learning resource recommendation system and method under E-learning platform |
CN106354810A (en) * | 2016-08-27 | 2017-01-25 | 锁福涛 | Internet teaching system using big data technology |
CN106384319A (en) * | 2016-09-20 | 2017-02-08 | 四川教云网络科技有限公司 | Teaching resource personalized recommending method based on forgetting curve |
CN106528693A (en) * | 2016-10-25 | 2017-03-22 | 广东科海信息科技股份有限公司 | Individualized learning-oriented educational resource recommendation method and system |
Cited By (15)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN107784104A (en) * | 2017-10-26 | 2018-03-09 | 中山市君扬电子科技有限公司 | A kind of data-pushing update method of children education software |
CN109801525A (en) * | 2017-11-17 | 2019-05-24 | 深圳市鹰硕技术有限公司 | A kind of teachers and students' multidimensional matching process and system for the Web-based instruction |
WO2019104996A1 (en) * | 2017-12-01 | 2019-06-06 | 深圳市科迈爱康科技有限公司 | Teaching method and device, and computer readable storage medium |
CN107978189A (en) * | 2017-12-21 | 2018-05-01 | 广东小天才科技有限公司 | Intelligent exercise pushing method and system and terminal equipment |
CN110489648A (en) * | 2019-08-15 | 2019-11-22 | 上海乂学教育科技有限公司 | Education resource dynamic pushing method and system |
CN110750634B (en) * | 2019-10-11 | 2022-03-01 | 李晚华 | Method for effectively matching practicer with training test questions based on data statistics |
CN110750634A (en) * | 2019-10-11 | 2020-02-04 | 李晚华 | Method for effectively matching practicer with training test questions based on data statistics |
CN112700690A (en) * | 2019-10-23 | 2021-04-23 | 上海泽稷教育培训有限公司 | Implementation method, system, medium and intelligent terminal for generating test exercises |
CN112632393A (en) * | 2020-12-30 | 2021-04-09 | 北京博海迪信息科技有限公司 | Course recommendation method and device and electronic equipment |
CN114925284A (en) * | 2022-06-16 | 2022-08-19 | 江苏中科小达人智能科技有限公司 | Resource searching and pushing system and method based on artificial intelligence |
CN114925284B (en) * | 2022-06-16 | 2024-08-06 | 江苏中科小达人智能科技有限公司 | Resource searching and pushing system and method based on artificial intelligence |
CN116384840A (en) * | 2023-05-29 | 2023-07-04 | 湖南工商大学 | Course recommendation method and related equipment |
CN116384840B (en) * | 2023-05-29 | 2023-08-22 | 湖南工商大学 | Course recommendation method and related equipment |
CN116628339A (en) * | 2023-06-09 | 2023-08-22 | 国信蓝桥教育科技股份有限公司 | Educational resource recommendation method and system based on artificial intelligence |
CN116628339B (en) * | 2023-06-09 | 2023-11-17 | 国信蓝桥教育科技股份有限公司 | Educational resource recommendation method and system based on artificial intelligence |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN107220916A (en) | Pushing learning resource method and device | |
He et al. | Integrating Internet of Things (IoT) into STEM undergraduate education: Case study of a modern technology infused courseware for embedded system course | |
Hwang et al. | A group-decision approach for evaluating educational web sites | |
Hsu et al. | The design and implementation of a competency-based intelligent mobile learning system | |
Muhammad et al. | Research On Students’ Mathematical Ability In Learning Mathematics In The Last Decade: A Bibliometric Review | |
AdrianChin et al. | JomDataMining: Learning behavior affecting their academic performance, really? | |
Laksitowening et al. | Personalized e-learning architecture in standard-based education | |
Hodhod et al. | Cybersecurity curriculum development using ai and decision support expert system | |
Zhang et al. | Research on the dynamic monitoring system of intelligent digital teaching | |
Tripathy et al. | Significance of IoT in education domain | |
Xie | [Retracted] University Piano Education Visualization System under the Background of Distance Education Based on 5G Network | |
Kondratenko et al. | University Curricula Modification Based on Advance-ments in Information and Communication Technologies | |
Gomathi et al. | Skill‐based education through fuzzy knowledge modeling for e‐learning | |
Sanchez-Torrubia et al. | An approach to automatic learning assessment based on the computational theory of perceptions | |
Chen et al. | Recommendation system based on rule-space model of two-phase blue-red tree and optimized learning path with multimedia learning and cognitive assessment evaluation | |
He | A framework of combining case‐based reasoning with a work breakdown structure for estimating the cost of online course production projects | |
Tao et al. | Smart Educational Learning Strategies for Teachers and Students in the Higher Education System. | |
Laxmaiah et al. | Intelligent and adaptive learning management system technology (LMST) using data mining and artificial intelligence | |
Zhao | [Retracted] Construction of College Chinese Mobile Learning Environment Based on Intelligent Reinforcement Learning Technology in Wireless Network Environment | |
Chang et al. | B2 model: A browsing behavior model based on High-Level Petri Nets to generate behavioral patterns for e-learning | |
Stojanović et al. | IoT application model in secondary education | |
Chen et al. | [Retracted] Computer Teaching System Based on Internet of Things and Machine Learning | |
Miłosz | Computer science and environmental monitoring in academic projects | |
Margolies et al. | Project-based learning within a large-scale interdisciplinary research effort | |
Wangang | A Model for Digital Education Management Information System Using Wireless Communication and BP Neural Networks |
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: 20170929 |