CN107220916A - Pushing learning resource method and device - Google Patents

Pushing learning resource method and device Download PDF

Info

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
Application number
CN201710388672.8A
Other languages
Chinese (zh)
Inventor
邹杰
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.)
Individual
Original Assignee
Individual
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 Individual filed Critical Individual
Priority to CN201710388672.8A priority Critical patent/CN107220916A/en
Publication of CN107220916A publication Critical patent/CN107220916A/en
Pending legal-status Critical Current

Links

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION 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
    • G06Q50/00Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/10Services
    • G06Q50/20Education
    • G06Q50/205Education administration or guidance
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90Details of database functions independent of the retrieved data types
    • G06F16/95Retrieval from the web
    • G06F16/953Querying, e.g. by the use of web search engines
    • G06F16/9535Search 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

Pushing learning resource method and device
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.
CN201710388672.8A 2017-05-27 2017-05-27 Pushing learning resource method and device Pending CN107220916A (en)

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)

* Cited by examiner, † Cited by third party
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)

* Cited by examiner, † Cited by third party
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

Patent Citations (6)

* Cited by examiner, † Cited by third party
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)

* Cited by examiner, † Cited by third party
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