CN106599089A - Knowledge point-based test question recommendation method and device and user equipment - Google Patents
Knowledge point-based test question recommendation method and device and user equipment Download PDFInfo
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Abstract
The embodiment of the invention relates to the technical field of intelligent equipment, and discloses a method and a device for recommending test questions based on knowledge points and user equipment, wherein the method comprises the following steps: after a student selects a certain knowledge point on a learning client, acquiring the mastery degree of the student on the knowledge point; determining test question difficulty corresponding to the mastery degree of the knowledge points according to the mastery degree of the knowledge points by the students; wherein, the mastery degree of the knowledge points is in direct proportion to the test question difficulty; and controlling the learning client to recommend a plurality of test questions which are related to the knowledge points and have difficulty levels of the test question difficulty to the students. By implementing the embodiment of the invention, the test questions in accordance with the mastery degree of the knowledge points can be recommended to the students, so that the learning efficiency of the students can be improved.
Description
Technical field
The present invention relates to technical field of intelligent equipment, more particularly to a kind of examination question recommendation method and dress of knowledge based point
Put, user equipment.
Background technology
At present, on the market study class client (also referred to as learning class application) is more and more, and student can be according to oneself
Needs, certain some related examination questions in knowledge points is selected in study class client to carry out answer exercise, such that it is able to consolidate
The knowledge point learnt on classroom.In actual applications, because student is typically difficult to definite understanding oneself to knowledge point
Which type of level is master degree be in, therefore, the related examination question in the knowledge point that many times student selects may be right with oneself
The master degree of knowledge point is not corresponded, so as to the learning efficiency that can affect to learn.
The content of the invention
The embodiment of the invention discloses a kind of examination question of knowledge based point recommends method and device, user equipment, Ke Yixiang
Student recommends the examination question being consistent with the master degree of its knowledge point, such that it is able to lift the learning efficiency of student.
Embodiment of the present invention first aspect discloses a kind of examination question of knowledge based point and recommends method, including：
After student selects a certain knowledge point in study class client, the palm of the student to the knowledge point is obtained
Degree of holding；
According to master degree of the student to the knowledge point, determine that the corresponding examination question of master degree of the knowledge point is difficult
Degree；Wherein, the master degree of the knowledge point and the item difficulty direct proportionality；
Control the study class client to the student recommend the knowledge point it is related, grade of difficulty be the examination question
Several examination questions of difficulty.
As a kind of optional embodiment, in embodiment of the present invention first aspect, it is described according to the student to institute
The master degree of knowledge point is stated, the corresponding item difficulty of master degree of the knowledge point is determined, including：
Judge whether the student is located at the corresponding master degree model of default understanding rank to the master degree of the knowledge point
In enclosing, if the student is located at the corresponding master degree scope of the default understanding rank to the master degree of the knowledge point
It is interior, determine that the student is the understanding rank to the master degree of the knowledge point；And, determine the master degree of the knowledge point
Corresponding item difficulty is the corresponding general difficulty of the understanding rank.
Used as a kind of optional embodiment, in embodiment of the present invention first aspect, methods described also includes：
If the student is not located at the corresponding master degree model of the default understanding rank to the master degree of the knowledge point
In enclosing, then judge whether the student is located at the corresponding master degree scope of default grasp rank to the master degree of the knowledge point
It is interior, if the student is located in the range of the corresponding master degree of the default grasp rank to the master degree of the knowledge point,
Determine that the student is the grasp rank to the master degree of the knowledge point；And, determine the master degree pair of the knowledge point
The item difficulty answered is the corresponding medium difficulty of the grasp rank；Wherein, the corresponding master degree of the default grasp rank
Scope and the default connection corresponding master degree scope non-overlapping copies of rank, and the default grasp rank is corresponding
Numerical value in master degree scope is all higher than the default numerical value understood in the corresponding master degree scope of rank；The medium difficulty
Degree is higher than the general difficulty.
Used as a kind of optional embodiment, in embodiment of the present invention first aspect, methods described also includes：
If the student is not located at the corresponding master degree of the default grasp rank to the master degree of the knowledge point
In the range of, then judge whether the student is located to the master degree of the knowledge point and default be proficient in the corresponding master degree model of rank
In enclosing, if the student is located to the master degree of the knowledge point and described default is proficient in the corresponding master degree scope of rank
It is interior, determine that the student is proficient in rank to the master degree of the knowledge point for described；And, determine the master degree of the knowledge point
Corresponding item difficulty is proficient in the corresponding high difficulty of rank for described；Wherein, it is described default to be proficient in the corresponding grasp of rank
Degree scope, the corresponding master degree scope of default grasp rank master degree scope corresponding with the default connection rank
Non-overlapping copies two-by-two, and the default numerical value being proficient in the corresponding master degree scope of rank is all higher than the default palm
Hold the numerical value in the corresponding master degree scope of rank and the default numerical value understood in the corresponding master degree scope of rank；
The high difficulty is higher than the medium difficulty.
Used as a kind of optional embodiment, in embodiment of the present invention first aspect, methods described also includes：
The answer result of each test questions import is directed to according to the student, it is determined that in described several examination questions just
The examination question quantity of true answer；
Whether the examination question quantity for judging the correct answer in described several examination questions exceedes specified quantity, if it does, more
New master degree of the student to the knowledge point.
Embodiment of the present invention second aspect discloses a kind of examination question recommendation apparatus of knowledge based point, including：
Acquiring unit, after a certain knowledge point is selected in study class client as student, obtains the student couple
The master degree of the knowledge point；
First determining unit, for the master degree according to the student to the knowledge point, determines the palm of the knowledge point
The corresponding item difficulty of degree of holding；Wherein, the master degree of the knowledge point and the item difficulty direct proportionality；
Control unit, the knowledge point correlation, difficulty are recommended for controlling the study class client to the student
Grade is several examination questions of the item difficulty.
Used as a kind of optional embodiment, in embodiment of the present invention second aspect, first determining unit includes：
First judgment sub-unit, for judging whether the student is located at default understanding to the master degree of the knowledge point
In the range of the corresponding master degree of rank；
Determination subelement, for judging master degree of the student to the knowledge point in first judgment sub-unit
When in the range of the default understanding corresponding master degree of rank, determine that the student is to the master degree of the knowledge point
The understanding rank；And, the corresponding item difficulty of master degree for determining the knowledge point is the understanding rank corresponding
As difficulty.
As a kind of optional embodiment, in embodiment of the present invention second aspect：
First judgment sub-unit, is additionally operable to judging the student to the master degree of the knowledge point positioned at institute
When stating in the range of the corresponding master degree of default understanding rank, judge whether the student is located to the master degree of the knowledge point
It is default to grasp in the range of the corresponding master degree of rank；
The determination subelement, is additionally operable to judge the student to the knowledge point in first judgment sub-unit
When master degree is located in the range of the corresponding master degree of the default grasp rank, the palm of the student to the knowledge point is determined
Degree of holding is the grasp rank；And, the corresponding item difficulty of master degree for determining the knowledge point is the grasp rank pair
The medium difficulty answered；Wherein, the corresponding master degree scope of the default grasp rank is corresponding with the default connection rank
Master degree scope non-overlapping copies, and the default numerical value grasped in the corresponding master degree scope of rank be all higher than it is described
The default numerical value understood in the corresponding master degree scope of rank；The medium difficulty is higher than the general difficulty.
As a kind of optional embodiment, in embodiment of the present invention second aspect：
First judgment sub-unit, is additionally operable to judging the student to the master degree of the knowledge point positioned at institute
When stating in the range of the corresponding master degree of default grasp rank, judge whether the student is located to the master degree of the knowledge point
It is default to be proficient in the range of the corresponding master degree of rank；
The determination subelement, is additionally operable to be located at the master degree of the knowledge point in the student and described default is proficient in
When in the range of the corresponding master degree of rank, determine that the student is proficient in rank to the master degree of the knowledge point for described；And,
The corresponding item difficulty of master degree for determining the knowledge point is proficient in the corresponding high difficulty of rank for described；Wherein, it is described pre-
If be proficient in the corresponding master degree scope of rank, the corresponding master degree scope of the default grasp rank and the default company
Connect the corresponding master degree scope of rank non-overlapping copies two-by-two, and described default be proficient in the corresponding master degree scope of rank
Numerical value is all higher than the default numerical value grasped in the corresponding master degree scope of rank and the default understanding rank pair
Numerical value in the master degree scope answered；The high difficulty is higher than the medium difficulty.
As a kind of optional embodiment, in embodiment of the present invention second aspect, also include：
Second determining unit, for the answer result of each test questions import, institute is determined for according to the student
State the examination question quantity of the correct answer in several examination questions；
Updating block, for judging described several examination questions in the examination question quantity of correct answer whether exceed and specify number
Amount, if it does, updating master degree of the student to the knowledge point.
The embodiment of the present invention third aspect discloses a kind of study class client, and it includes that embodiment of the present invention second aspect is public
The examination question recommendation apparatus of the knowledge based point opened.
Embodiment of the present invention fourth aspect discloses a kind of user equipment, and it is included disclosed in the embodiment of the present invention third aspect
The study class client.
Compared with prior art, the embodiment of the present invention possesses following beneficial effect：
In the embodiment of the present invention, after student selects a certain knowledge point in study class client, can be obtained
The raw master degree to the knowledge point, and can be according to the student to the knowledge point master degree, determine the grasp of the knowledge point
Spend corresponding item difficulty；Wherein, the master degree of the knowledge point and the item difficulty direct proportionality；And, can control
Study class client to student recommends knowledge point correlation, several examination questions that grade of difficulty is the item difficulty.It can be seen that, it is real
The embodiment of the present invention is applied, the purpose of the examination question for recommending to be consistent with the master degree of its knowledge point to student can be reached, such that it is able to
Lift the learning efficiency of student.
Description of the drawings
Technical scheme in order to be illustrated more clearly that the embodiment of the present invention, below by to be used needed for embodiment
Accompanying drawing is briefly described, it should be apparent that, drawings in the following description are only some embodiments of the present invention, for ability
For the those of ordinary skill of domain, on the premise of not paying creative work, can be attached to obtain others according to these accompanying drawings
Figure.
Fig. 1 is the schematic flow sheet that a kind of examination question of knowledge based point disclosed in the embodiment of the present invention recommends method；
Fig. 2 is the schematic flow sheet that the examination question of another kind of knowledge based point disclosed in the embodiment of the present invention recommends method；
Fig. 3 is a kind of structural representation of the examination question recommendation apparatus of knowledge based point disclosed in the embodiment of the present invention；
Fig. 4 is the structural representation of the examination question recommendation apparatus of another kind of knowledge based point disclosed in the embodiment of the present invention；
Fig. 5 is a kind of structural representation of study class client disclosed in the embodiment of the present invention；
Fig. 6 is a kind of structural representation of user equipment disclosed in the embodiment of the present invention.
Specific 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 only a part of embodiment of the invention, rather than the embodiment of whole.Based on this
Embodiment in invention, the every other reality that those of ordinary skill in the art are obtained under the premise of creative work is not made
Example is applied, the scope of protection of the invention is belonged to.
The embodiment of the invention discloses a kind of examination question of knowledge based point recommends method and device, user equipment, Ke Yixiang
Student recommends the examination question being consistent with the master degree of its knowledge point, such that it is able to lift the learning efficiency of student.Below it is combined
Accompanying drawing is described in detail.
Embodiment one
Fig. 1 is referred to, Fig. 1 is that a kind of examination question of knowledge based point disclosed in the embodiment of the present invention recommends the flow process of method to show
It is intended to.As shown in figure 1, the examination question of the knowledge based point recommends method may comprise steps of：
101st, after student selects a certain knowledge point in study class client, study class client obtains the student couple
The master degree of the knowledge point.
In the embodiment of the present invention, study class client can be mounted on the user equipmenies such as study mobile phone, panel computer
Study class application, also referred to as learn class APP.
In the embodiment of the present invention, after a certain knowledge point is selected in study class client, study class client can be with
The correct answer rate of the student for reading statistics in advance examination question related to the knowledge point, as the palm of the student to the knowledge point
Degree of holding.Wherein, the student can be divided into understanding rank to the master degree of the knowledge point, grasp rank and be proficient in rank.For example,
When the correct answer rate of the student of advance statistics examination question related to the knowledge point is less than 70%, it is believed that the student couple
The master degree of the knowledge point is understanding rank；When the correct answer rate of the student of advance statistics examination question related to the knowledge point
More than or equal to 70%, and during less than 95%, it is believed that the student is grasp rank to the master degree of the knowledge point；Unite when in advance
When the correct answer rate of the student of meter examination question related to the knowledge point is more than or equal to 95%, it is believed that the student is known this
The master degree of point is known to be proficient in rank.
102nd, learn master degree of the class client according to student to the knowledge point, determine that the master degree of the knowledge point is corresponding
Item difficulty；Wherein, the master degree of the knowledge point and the item difficulty direct proportionality.
In the embodiment of the present invention, in above-mentioned steps 102, learn master degree of the class client according to student to the knowledge point,
Determining the mode of the corresponding item difficulty of master degree of the knowledge point can be：
Study class client judges whether student is located at the corresponding palm of default understanding rank to the master degree of the knowledge point
In the range of degree of holding, if student is located in the range of the corresponding master degree of default understanding rank, really to the master degree of the knowledge point
Student is determined to the master degree of the knowledge point to understand rank；And, the corresponding item difficulty of master degree for determining the knowledge point is
Understand the corresponding general difficulty of rank.
Or, if student is not located in the range of the corresponding master degree of default understanding rank to the master degree of the knowledge point,
So learn class client and may determine that whether the student is corresponding positioned at default grasp rank to the master degree of the knowledge point
In the range of master degree, if student is located in the range of the corresponding master degree of default grasp rank to the master degree of the knowledge point,
Determine student to the master degree of the knowledge point to grasp rank；And, determine the corresponding item difficulty of master degree of the knowledge point
To grasp the corresponding medium difficulty of rank；Wherein, the corresponding master degree scope of default grasp rank and default connection rank
Numerical value in corresponding master degree scope non-overlapping copies, and the corresponding master degree scope of default grasp rank is all higher than presetting
The corresponding master degree scope of understanding rank in numerical value；Medium difficulty is higher than general difficulty.
Or, if student is not located at the corresponding master degree scope of default grasp rank to the master degree of the knowledge point
It is interior, then study class client may determine that whether student is located at that default to be proficient in rank corresponding to the master degree of the knowledge point
In the range of master degree, if student is proficient in the range of the corresponding master degree of rank to the master degree of the knowledge point positioned at default,
Determine student to the master degree of the knowledge point to be proficient in rank；And, determine the corresponding item difficulty of master degree of the knowledge point
To be proficient in the corresponding high difficulty of rank；Wherein, it is default to be proficient in the corresponding master degree scope of rank, default grasp rank pair
The master degree scope answered and the corresponding master degree scope of default connection rank non-overlapping copies two-by-two, and default it is proficient in rank
Numerical value and preset that numerical value in corresponding master degree scope is all higher than in the corresponding master degree scope of default grasp rank
The corresponding master degree scope of understanding rank in numerical value；High difficulty is higher than medium difficulty.
Wherein, implementing above-mentioned mode can definitely understand Grasping level of the student to the knowledge point.
103rd, learn class client Schistosomiasis control class client and recommend knowledge point correlation, grade of difficulty to be somebody's turn to do to student
Several examination questions of item difficulty.
Used as a kind of optional embodiment, in above-mentioned steps 103, study class client is determining the palm of the knowledge point
After degree of holding correspondence item difficulty, the camera on the user equipment at study class client place can be first called to gather student
Facial image, and learn class client can verify the facial image of the student whether with study class client binding
The facial image of some validated user matches, if matched, study class client can read and the validated user
Facial image pairing the legitimate user registrations date of birth, and the date of birth according to the legitimate user registrations with work as the day before yesterday
Phase calculates the current actual age of the student, and study class client can according to the current actual age of the student be according to
According to, determine the age of user range section belonging to the current actual age of the student, and it is corresponding to read the age of user range section
Allow using study class client time section, and study class client can recognize whether current point in time is located at user's year
Age range section is corresponding to be allowed to use in study class client time section, wherein, the permission uses study class client time section
The corresponding time of having a rest section of the age of user range section is not inside included；If identifying that current point in time is located at the age of user model
The corresponding permission of section is enclosed using in study class client time section, study class client can be with Schistosomiasis control class client to student
Recommend knowledge point correlation, several examination questions that grade of difficulty is the item difficulty.Wherein, this embodiment can be intelligent
Prevention student such as lunch break, evening arteriopathy study in time of having a rest section such as stop and it is caused feel exhausted, such that it is able to
Reach the results of learning struck a proper balance between work and rest.
As a kind of optional embodiment, learn the facial image of the class client validation student whether with the study class
The mode that the facial image of some validated user of client binding matches can be as follows：
Study class client can be carried out according to the color information of the facial image of the student to the facial image of the student
Binary conversion treatment；Further, learning class client can be divided into multiple by the facial image of the student of this after binary conversion treatment
Block of pixels, and the corresponding pixel value of all pixels in each block of pixels is carried out or computing, obtain each block of pixels or computing
As a result the down-sampling picture of the facial image of the student is constituted；Further, learning class client can be by the down-sampling figure for obtaining
Piece is divided into multiple pixel regions, by each pixel region all pixels point or operation result summation, constituted
The characteristic information of each pixel region of the facial image of the student；Further, learning class client can be according to the student
The characteristic information of each pixel region of facial image judge the facial image of the student with study class client binding
Whether the facial image of some validated user matches.Wherein, this embodiment can improve the standard of facial image matching
True rate and efficiency.
Used as a kind of optional embodiment, study class client Schistosomiasis control class client recommends the knowledge point to student
The mode of related, several examination questions that grade of difficulty is the item difficulty can be：
Study class client can send examination question and obtain request by mobile Internet to server, and the examination question obtains request
The unique tags of the knowledge point and the unique tags of the item difficulty can be included；Correspondingly, server can be known according to this
Know the unique tags of point, determine the test item bank of the corresponding multiple different grade of difficulty of unique tags of the knowledge point；Further
Ground, server can be according to the unique tags of the item difficulty, the corresponding multiple different difficulty of the unique tags from the knowledge point
The corresponding test item bank of unique tags of the item difficulty is determined in the test item bank of grade, and can be from the item difficulty only
Several examination questions are chosen in the corresponding test item bank of one label；Further, server can be with from unique mark of the item difficulty
Sign and each self-corresponding correct option of several examination questions is obtained in corresponding test item bank, and by several examination questions and this is some
The each self-corresponding correct option of individual examination question is sent to study class client.
Alternatively, server can using the login account of the study class client as encryption key to several examination questions
And each self-corresponding correct option of several examination questions is encrypted compression and obtains examination question compressed package, then retransmits the examination question
Compressed package gives study class client；Correspondingly, study class client, can after the examination question compressed package for receiving server transmission
So that its login account to be decrypted as decruption key to examination question compressed package, it is hereby achieved that several examination questions and should
The each self-corresponding correct option of several examination questions, and recommend several examination questions to student.Wherein, this embodiment is implemented,
So that study class client need not locally arrange test item bank, such that it is able to reduce learning storage of the class client to user equipment
The occupancy in space, and test item bank is not provided with due to learning class client, just eliminate frequent updating test item bank and user is set
The standby power consumption brought, such that it is able to extend the electricity endurance of user equipment；Additionally, server and study class client it
Between using study class client login account carry out encryption and decryption transmission, can reduce server and study class client between
Volume of transmitted data, such that it is able to improve the data transmission efficiency between server and study class client.
As a kind of optional embodiment, in the method described by Fig. 1, learn class client Schistosomiasis control class client
Hold to student recommend the knowledge point it is related, after several examination questions that grade of difficulty is the item difficulty, learn class client
The invisible light source irradiation student's eyeball arranged on user equipment can be called, it is each on two eyeballs of student to form one instead
Hot spot is penetrated, and calculated two hot spot distances can be compared with default two hot spot distances, if calculating
The two hot spots distance for arriving then points out student to increase between eyes and the screen of user equipment more than default two hot spot distances
Distance；Wherein, default two hot spots distance is set according to the reference between study and the screen of user equipment using distance
It is fixed to determine.Screen such that it is able to effectively prevent student's Close approach user equipment watches the examination of study class client push
Inscribe and caused myopia.
Wherein, implement the method described by Fig. 1, the examination being consistent with the master degree of its knowledge point to student's recommendation can be reached
The purpose of topic, such that it is able to lift the learning efficiency of student.
Embodiment two
Fig. 2 is referred to, Fig. 2 is the flow process that the examination question of another kind of knowledge based point disclosed in the embodiment of the present invention recommends method
Schematic diagram.As shown in Fig. 2 the examination question of the knowledge based point recommends method may comprise steps of：
201st, after student selects a certain knowledge point in study class client, study class client obtains the student couple
The master degree of the knowledge point.
In the embodiment of the present invention, the implementation of above-mentioned steps 201 and the implementation of above-mentioned steps 101 can with identical,
The embodiment of the present invention is not repeated.
202nd, learn class client and judge whether student is located at default understanding rank correspondence to the master degree of the knowledge point
Master degree in the range of, if it is, 203～step 204 of execution step；Conversely, execution step 205.
For example, learn class client and may determine that correctly answering for the student of advance statistics examination question related to the knowledge point
Whether topic rate is less than 70%, if it is, it is corresponding to judge that student is located at default understanding rank to the master degree of the knowledge point
In the range of master degree, and 203～step 204 of execution step；Conversely, execution step 205.
203rd, learn class client and determine that student is understanding rank to the master degree of the knowledge point, and determine the knowledge point
The corresponding item difficulty of master degree to understand the corresponding general difficulty of rank.
204th, learn class client Schistosomiasis control class client to student recommend the knowledge point it is related, grade of difficulty be one
As difficulty several examination questions, and 211～step 212 of execution step.
205th, learn class client and judge whether student is located at default grasp rank correspondence to the master degree of the knowledge point
Master degree in the range of, if it is, 206～step 207 of execution step；Conversely, execution step 208.
Wherein, the corresponding master degree scope of default grasp rank master degree scope corresponding with default connection rank is mutual
Do not overlap, and the default numerical value grasped in the corresponding master degree scope of rank is all higher than the corresponding palm of default understanding rank
Numerical value in degree of holding scope.
For example, learn class client and may determine that correctly answering for the student of advance statistics examination question related to the knowledge point
Whether topic rate is more than or equal to 70%, and less than 95%, if it is, it is default to judge that student is located to the master degree of the knowledge point
Grasp in the range of the corresponding master degree of rank, and 206～step 207 of execution step；Conversely, execution step 208.
206th, learn class client and determine that student is grasp rank to the master degree of the knowledge point, and determine the knowledge point
The corresponding item difficulty of master degree to grasp the corresponding medium difficulty of rank.
Wherein, medium difficulty is higher than general difficulty.
207th, learn class client Schistosomiasis control class client to student recommend the knowledge point it is related, during grade of difficulty is
Etc. several examination questions of difficulty, and 211～step 212 of execution step.
208th, learn class client and judge whether student is located at the master degree of the knowledge point default to be proficient in rank correspondingly
Master degree in the range of, if it is, 209～step 210 of execution step.
Wherein, it is default be proficient in the corresponding master degree scope of rank, the corresponding master degree scope of default grasp rank with
The corresponding master degree scope of default connection rank non-overlapping copies two-by-two, and default it is proficient in the corresponding master degree scope of rank
In the numerical value numerical value and default understanding rank that are all higher than in the default grasp corresponding master degree scope of rank it is corresponding
Numerical value in master degree scope.
For example, learn class client and may determine that correctly answering for the student of advance statistics examination question related to the knowledge point
Whether topic rate is more than or equal to 95%, if it is, judging that student is proficient in rank pair to the master degree of the knowledge point positioned at default
In the range of the master degree answered, and 209～step 210 of execution step.
209th, learn class client and determine that student is to be proficient in rank to the master degree of the knowledge point, and determine the knowledge point
The corresponding item difficulty of master degree to be proficient in the corresponding high difficulty of rank.
Wherein, high difficulty is higher than medium difficulty.
210th, learn class client Schistosomiasis control class client to student recommend the knowledge point it is related, grade of difficulty be height
Etc. several examination questions of difficulty, and 211～step 212 of execution step.
211st, the answer result that class client is directed to each test questions import according to student is learnt, in determining several examination questions
Correct answer examination question quantity.
212nd, learn class client and judge whether the examination question quantity of the correct answer in several examination questions exceedes specified quantity,
If not less than return to step 201；If it does, execution step 213.
213rd, learn class client and update master degree of the student to the knowledge point.
In the embodiment of the present invention, study class client can go to update the student and answer according to the quantity of several examination questions
The related examination question in the knowledge point quantity, and calculate the correct of the related examination question in the knowledge point that the student after updating answered
Answer rate, as master degree of the student after renewal to the knowledge point.
As a kind of optional embodiment, in the method described by Fig. 2, learn class client Schistosomiasis control class client
Hold to student recommend the knowledge point it is related, after several examination questions that grade of difficulty is the item difficulty, study class client can
It is each on two eyeballs of student to form a reflection to call the invisible light source arranged on user equipment irradiation student's eyeball
Hot spot, and calculated two hot spot distances can be compared with default two hot spot distances, if being calculated
Two hot spots distance be more than default two hot spot distances, then point out student to increase between eyes and the screen of user equipment
Distance；Wherein, default two hot spots distance is set according to the reference between study and the screen of user equipment using distance
It is determined that.Screen such that it is able to effectively prevent student's Close approach user equipment watches the examination question of study class client push
And caused myopia.
Wherein, implement the method described by Fig. 2, the examination being consistent with the master degree of its knowledge point to student's recommendation can be reached
The purpose of topic, such that it is able to lift the learning efficiency of student.
Embodiment three
Fig. 3 is referred to, Fig. 3 is that a kind of structure of the examination question recommendation apparatus of knowledge based point is shown disclosed in the embodiment of the present invention
It is intended to.As shown in figure 3, the examination question recommendation apparatus of the knowledge based point can include：
Acquiring unit 301, after a certain knowledge point is selected in study class client as student, obtains student to this
The master degree of knowledge point；
First determining unit 302, for the master degree according to student to the knowledge point, determines the master degree pair of the knowledge point
The item difficulty answered；Wherein, the master degree of the knowledge point and the item difficulty direct proportionality；
Control unit 303, knowledge point correlation, grade of difficulty are recommended to be somebody's turn to do for Schistosomiasis control class client to student
Several examination questions of item difficulty.
In the embodiment of the present invention, after a certain knowledge point is selected in study class client, acquiring unit 301 can be read
The correct answer rate of advance student for counting examination question related to the knowledge point is taken, as grasp of the student to the knowledge point
Degree.Wherein, the student can be divided into understanding rank to the master degree of the knowledge point, grasp rank and be proficient in rank.For example, when
When in advance the correct answer rate of the student of statistics examination question related to the knowledge point is less than 70%, acquiring unit 301 can recognize
For the student to the master degree of the knowledge point to understand rank；When the student of advance statistics examination question related to the knowledge point
Correct answer rate is more than or equal to 70%, and during less than 95%, acquiring unit 301 is it is considered that grasp of the student to the knowledge point
Spend to grasp rank；When the correct answer rate of the student of advance statistics examination question related to the knowledge point is more than or equal to 95%
When, acquiring unit 301 is it is considered that the student is to be proficient in rank to the master degree of the knowledge point.
Used as a kind of optional embodiment, control unit 303 determines the palm of the knowledge point in the first determining unit 302
After degree of holding correspondence item difficulty, the camera on the user equipment at study class client place can be first called to gather student
Facial image, and learn class client can verify the facial image of the student whether with study class client binding
The facial image of some validated user matches, if matched, control unit 303 can read the people with the validated user
The date of birth of the legitimate user registrations of face image pairing, and the date of birth according to the legitimate user registrations and current date
The current actual age of the student is calculated, and control unit 303 can be foundation according to the current actual age of the student, really
Age of user range section belonging to the current actual age of the fixed student, and read that the age of user range section is corresponding to be allowed to make
Can recognize whether current point in time is located at the age of user scope with study class client time section, and control unit 303
Section it is corresponding allow using study class client time section in, wherein, the permission using study class client time section in do not wrap
Include the corresponding time of having a rest section of the age of user range section；If identifying that current point in time is located at the age of user range section pair
Using in study class client time section, control unit 303 to student recommends knowledge point correlation, grade of difficulty for the permission answered
For several examination questions of the item difficulty.Wherein, this embodiment can intelligence prevention student such as lunch break, evening stop etc.
Learn arteriopathyly in time of having a rest section and it is caused feel exhausted, such that it is able to reach the results of learning struck a proper balance between work and rest.
As a kind of optional embodiment, control unit 303 verify the facial image of the student whether with the study class
The mode that the facial image of some validated user of client binding matches can be as follows：
Control unit 303 can be carried out according to the color information of the facial image of the student to the facial image of the student
Binary conversion treatment；Further, the facial image of the student of this after binary conversion treatment can be divided into multiple pictures by control unit 303
Plain block, and the corresponding pixel value of all pixels in each block of pixels is carried out or computing, obtain each block of pixels or computing knot
Fruit constitutes the down-sampling picture of the facial image of the student；Further, control unit 303 can draw in the down-sampling picture for obtaining
Be divided into multiple pixel regions, by each pixel region all pixels point or operation result summation, obtain constitute
The characteristic information of each pixel region of raw facial image；Further, control unit 303 can be according to the face of the student
The characteristic information of each pixel region of image judges some that the facial image of the student and the study class client are bound
Whether the facial image of validated user matches.Wherein, this embodiment can improve facial image matching accuracy rate and
Efficiency.
As a kind of optional embodiment, control unit 303 to student recommend the knowledge point it is related, grade of difficulty be
The mode of several examination questions of the item difficulty can be：
Control unit 303 can send examination question and obtain request by mobile Internet to server, and the examination question obtains request
The unique tags of the knowledge point and the unique tags of the item difficulty can be included；Correspondingly, server can be known according to this
Know the unique tags of point, determine the test item bank of the corresponding multiple different grade of difficulty of unique tags of the knowledge point；Further
Ground, server can be according to the unique tags of the item difficulty, the corresponding multiple different difficulty of the unique tags from the knowledge point
The corresponding test item bank of unique tags of the item difficulty is determined in the test item bank of grade, and can be from the item difficulty only
Several examination questions are chosen in the corresponding test item bank of one label；Further, server can be with from unique mark of the item difficulty
Sign and each self-corresponding correct option of several examination questions is obtained in corresponding test item bank, and by several examination questions and this is some
The each self-corresponding correct option of individual examination question is sent to study class client.
Alternatively, server can using the login account of the study class client as encryption key to several examination questions
And each self-corresponding correct option of several examination questions is encrypted compression and obtains examination question compressed package, then retransmits the examination question
Compressed package gives study class client；Correspondingly, control unit 303, can after the examination question compressed package for receiving server transmission
So that its login account to be decrypted as decruption key to examination question compressed package, it is hereby achieved that several examination questions and should
The each self-corresponding correct option of several examination questions, and recommend several examination questions to student.Wherein, this embodiment is implemented,
So that study class client need not locally arrange test item bank, such that it is able to reduce learning storage of the class client to user equipment
The occupancy in space, and test item bank is not provided with due to learning class client, just eliminate frequent updating test item bank and user is set
The standby power consumption brought, such that it is able to extend the electricity endurance of user equipment；Additionally, server and study class client it
Between using study class client login account carry out encryption and decryption transmission, can reduce server and study class client between
Volume of transmitted data, such that it is able to improve the data transmission efficiency between server and study class client.
Used as a kind of optional embodiment, in the examination question recommendation apparatus described by Fig. 3, the control of control unit 303 is learned
Practise class client to student recommend the knowledge point it is related, after several examination questions that grade of difficulty is the item difficulty, control
Unit 303 can call the invisible light source irradiation student's eyeball arranged on user equipment, each shape on two eyeballs of student
Into a flare, and calculated two hot spot distances can be compared with default two hot spot distances,
If calculated two hot spots distance is more than default two hot spot distances, student is pointed out to increase eyes with user equipment
The distance between screen；Wherein, default two hot spots distance is used according to the reference between study and the screen of user equipment
Distance and set determine.Screen such that it is able to effectively prevent student's Close approach user equipment watches study class client
The examination question of push and caused myopia.
Wherein, the examination question recommendation apparatus described by implementing Fig. 3, can reach the master degree recommended to student with its knowledge point
The purpose of the examination question being consistent, such that it is able to lift the learning efficiency of student.
Example IV
Fig. 4 is referred to, Fig. 4 is the structure of the examination question recommendation apparatus of another kind of knowledge based point disclosed in the embodiment of the present invention
Schematic diagram.Wherein, the examination question recommendation apparatus of the knowledge based point shown in Fig. 4 are that the examination question of knowledge based point as shown in Figure 3 is pushed away
Recommend device and be optimized what is obtained.In the examination question recommendation apparatus of the knowledge based point shown in Fig. 4, the first determining unit 302 can
To include：
First judgment sub-unit 3021, for judging whether student is located at default understanding level to the master degree of the knowledge point
In the range of not corresponding master degree；
Determination subelement 3022, for judging master degree position of the student to the knowledge point in the first judgment sub-unit 3021
When in the range of the corresponding master degree of default understanding rank, determine student to the master degree of the knowledge point to understand rank；With
And, determine the corresponding item difficulty of master degree of the knowledge point to understand the corresponding general difficulty of rank.
As a kind of optional embodiment, in the examination question recommendation apparatus described by Fig. 4：
First judgment sub-unit 3021, is additionally operable to judging that it is default that student is not located at the master degree of the knowledge point
When in the range of the corresponding master degree of solution rank, judge whether student is located at default grasp rank pair to the master degree of the knowledge point
In the range of the master degree answered；
Determination subelement 3022, is additionally operable to judge master degree of the student to the knowledge point in the first judgment sub-unit 3021
When in the range of the corresponding master degree of default grasp rank, determine student to the master degree of the knowledge point to grasp rank；
And, determine the corresponding item difficulty of master degree of the knowledge point to grasp the corresponding medium difficulty of rank；Wherein, the default palm
Hold the corresponding master degree scope of rank master degree scope non-overlapping copies corresponding with default connection rank, and default grasp
Numerical value in the corresponding master degree scope of rank is all higher than the numerical value in the corresponding master degree scope of default understanding rank；Its
In, medium difficulty is higher than general difficulty.
As a kind of optional embodiment, in the examination question recommendation apparatus described by Fig. 4：
First judgment sub-unit 3021, is additionally operable to judging student to the master degree of the knowledge point positioned at the default palm
When holding in the range of the corresponding master degree of rank, judge whether student is located to the master degree of the knowledge point and default be proficient in rank pair
In the range of the master degree answered；
Determination subelement 3022, is additionally operable to judge master degree of the student to the knowledge point in the first judgment sub-unit 3021
Positioned at it is default be proficient in the range of the corresponding master degree of rank when, determine student to the master degree of the knowledge point to be proficient in rank；
And, determine the corresponding item difficulty of master degree of the knowledge point to be proficient in the corresponding high difficulty of rank；Wherein, default essence
The corresponding master degree scope of logical rank, the corresponding master degree scope of the default grasp rank palm corresponding with default connection rank
Degree of holding scope non-overlapping copies two-by-two, and the default numerical value being proficient in the corresponding master degree scope of rank is all higher than the default palm
Hold the numerical value in the numerical value and the corresponding master degree scope of default understanding rank in the corresponding master degree scope of rank；It is high
Difficulty is higher than the medium difficulty.
As a kind of optional embodiment, in the examination question recommendation apparatus described by Fig. 4, also include：
Second determining unit 304, for the answer result of each test questions import, determines above-mentioned some for according to student
The examination question quantity of the correct answer in individual examination question；
Updating block 305, for judging above-mentioned several examination questions in the examination question quantity of correct answer whether exceed and specify
Quantity, if it does, updating master degree of the student to the knowledge point.
In the embodiment of the present invention, updating block 305 can according to the quantity of several examination questions go update the student answered
The related examination question in the knowledge point quantity, and calculate the correct of the related examination question in the knowledge point that the student after updating answered
Answer rate, as master degree of the student after renewal to the knowledge point.
Wherein, implement the examination question recommendation apparatus described by Fig. 4, the master degree recommended to student with its knowledge point can be reached
The purpose of the examination question being consistent, such that it is able to lift the learning efficiency of student.
Embodiment five
Fig. 5 is referred to, Fig. 5 is a kind of structural representation of study class client disclosed in the embodiment of the present invention.Wherein, scheme
Study class client shown in 5 can include the examination question recommendation apparatus of the knowledge based point described by Fig. 3 or Fig. 4.Wherein, implement
Study class client shown in Fig. 5, not only can definitely understand Grasping level of the student to a certain knowledge point；But also can be with
The purpose of the examination question for recommending to be consistent with the master degree of its knowledge point to student is reached, such that it is able to lift the learning efficiency of student.
Embodiment six
Fig. 6 is referred to, Fig. 6 is a kind of structural representation of user equipment disclosed in the embodiment of the present invention.Wherein, Fig. 6 institutes
The user equipment for showing can include the study class client shown in Fig. 5.Wherein, the user equipment shown in Fig. 6 is implemented, not only can
Definitely understand Grasping level of the student to a certain knowledge point；And may also reach up to student's recommendation and the grasp of its knowledge point
The purpose of the examination question that degree is consistent, such that it is able to lift the learning efficiency of student.
One of ordinary skill in the art will appreciate that all or part of step in the various methods of above-described embodiment is can
Completed with instructing the hardware of correlation by program, the program can be stored in a computer-readable recording medium, storage
Medium include read-only storage (Read-Only Memory, ROM), random access memory (Random Access Memory,
RAM), programmable read only memory (Programmable Read-only Memory, PROM), erasable programmable is read-only deposits
Reservoir (Erasable Programmable Read Only Memory, EPROM), disposable programmable read-only storage (One-
Time Programmable Read-Only Memory, OTPROM), the electronics formula of erasing can make carbon copies read-only storage
(Electrically-Erasable Programmable Read-Only Memory, EEPROM), read-only optical disc (Compact
Disc Read-Only Memory, CD-ROM) or other disk storages, magnetic disc store, magnetic tape storage or can
For carrying or computer-readable any other medium of data storage.
Method and device, user equipment is recommended to enter a kind of examination question of knowledge based point disclosed in the embodiment of the present invention above
Go and be discussed in detail, specific case used herein has been set forth to the principle and embodiment of the present invention, and the above is implemented
The explanation of example is only intended to help and understands the method for the present invention and its core concept；Simultaneously for the general technology people of this area
Member, according to the thought of the present invention, will change in specific embodiments and applications, in sum, this explanation
Book content should not be construed as limiting the invention.
Claims (12)
1. a kind of examination question of knowledge based point recommends method, it is characterised in that include：
After student selects a certain knowledge point in study class client, grasp of the student to the knowledge point is obtained
Degree；
According to master degree of the student to the knowledge point, the corresponding item difficulty of master degree of the knowledge point is determined；Its
In, the master degree of the knowledge point and the item difficulty direct proportionality；
Control the study class client to the student recommend the knowledge point it is related, grade of difficulty be the item difficulty
Several examination questions.
2. examination question according to claim 1 recommends method, the master degree according to the student to the knowledge point, really
The corresponding item difficulty of master degree of the fixed knowledge point, including：
Judge whether the student is located in the range of the corresponding master degree of default understanding rank to the master degree of the knowledge point,
If the student is located in the range of the corresponding master degree of the default understanding rank to the master degree of the knowledge point, it is determined that
The student is the understanding rank to the master degree of the knowledge point；And, determine that the master degree of the knowledge point is corresponding
Item difficulty is the corresponding general difficulty of the understanding rank.
3. examination question according to claim 2 recommends method, it is characterised in that methods described also includes：
If the student is not located in the range of the corresponding master degree of the default understanding rank to the master degree of the knowledge point,
Then judge whether the student is located in the range of the corresponding master degree of default grasp rank, such as to the master degree of the knowledge point
Really described student is located in the range of the corresponding master degree of the default grasp rank to the master degree of the knowledge point, determines institute
It is the grasp rank that student is stated to the master degree of the knowledge point；And, determine the corresponding examination of master degree of the knowledge point
Topic difficulty is the corresponding medium difficulty of the grasp rank；Wherein, the corresponding master degree scope of the default grasp rank with
The default connection corresponding master degree scope non-overlapping copies of rank, and the corresponding master degree of the default grasp rank
Numerical value in scope is all higher than the default numerical value understood in the corresponding master degree scope of rank；The medium difficulty is higher than
The general difficulty.
4. examination question according to claim 3 recommends method, it is characterised in that methods described also includes：
If the student is not located at the corresponding master degree scope of the default grasp rank to the master degree of the knowledge point
It is interior, then judge whether the student is located to the master degree of the knowledge point and default be proficient in the corresponding master degree scope of rank
It is interior, if the student master degree of the knowledge point is located at it is described it is default be proficient in the range of the corresponding master degree of rank,
Determine that the student is proficient in rank to the master degree of the knowledge point for described；And, determine the master degree pair of the knowledge point
The item difficulty answered is proficient in the corresponding high difficulty of rank for described；Wherein, it is described default to be proficient in the corresponding master degree of rank
Scope, the corresponding master degree scope of default grasp rank master degree scope two corresponding with the default connection rank
Two non-overlapping copies, and the default numerical value being proficient in the corresponding master degree scope of rank is all higher than the default grasp
Numerical value and the default numerical value understood in the corresponding master degree scope of rank in the corresponding master degree scope of rank；Institute
High difficulty is stated higher than the medium difficulty.
5. the examination question according to any one of Claims 1 to 4 recommends method, it is characterised in that methods described also includes：
The answer result of each test questions import is directed to according to the student, it is determined that correctly answering in described several examination questions
The examination question quantity of topic；
Whether the examination question quantity for judging the correct answer in described several examination questions exceedes specified quantity, if it does, updating institute
State master degree of the student to the knowledge point.
6. a kind of examination question recommendation apparatus of knowledge based point, it is characterised in that include：
Acquiring unit, after a certain knowledge point is selected in study class client as student, obtains the student to described
The master degree of knowledge point；
First determining unit, for the master degree according to the student to the knowledge point, determines the master degree of the knowledge point
Corresponding item difficulty；Wherein, the master degree of the knowledge point and the item difficulty direct proportionality；
Control unit, the knowledge point correlation, grade of difficulty are recommended for controlling the study class client to the student
For several examination questions of the item difficulty.
7. examination question recommendation apparatus according to claim 6, first determining unit includes：
First judgment sub-unit, for judging whether the student is located at default understanding rank to the master degree of the knowledge point
In the range of corresponding master degree；
Determination subelement, for judging that the student is located to the master degree of the knowledge point in first judgment sub-unit
When in the range of the default understanding corresponding master degree of rank, determine that the student is described to the master degree of the knowledge point
Understand rank；And, the corresponding item difficulty of master degree for determining the knowledge point is the corresponding general difficulty of the understanding rank
Degree.
8. examination question recommendation apparatus according to claim 7, it is characterised in that：
First judgment sub-unit, is additionally operable to judging that it is described pre- that the student is not located at the master degree of the knowledge point
If the corresponding master degree of understanding rank in the range of when, judge whether the student is located to the master degree of the knowledge point default
The corresponding master degree of grasp rank in the range of；
The determination subelement, is additionally operable to judge grasp of the student to the knowledge point in first judgment sub-unit
When degree is located in the range of the corresponding master degree of the default grasp rank, master degree of the student to the knowledge point is determined
For the grasp rank；And, determine that the corresponding item difficulty of master degree of the knowledge point is corresponding for the grasp rank
Medium difficulty；Wherein, the corresponding master degree scope of the default grasp rank palm corresponding with the default connection rank
Degree of holding scope non-overlapping copies, and the default numerical value grasped in the corresponding master degree scope of rank is all higher than described presetting
The corresponding master degree scope of understanding rank in numerical value；The medium difficulty is higher than the general difficulty.
9. examination question recommendation apparatus according to claim 8, it is characterised in that：
First judgment sub-unit, is additionally operable to judging that it is described pre- that the student is not located at the master degree of the knowledge point
If the corresponding master degree of grasp rank in the range of when, judge whether the student is located to the master degree of the knowledge point default
Be proficient in the range of the corresponding master degree of rank；
The determination subelement, is additionally operable to be located at the master degree of the knowledge point in the student and described default is proficient in rank
When in the range of corresponding master degree, determine that the student is proficient in rank to the master degree of the knowledge point for described；And, it is determined that
The corresponding item difficulty of master degree of the knowledge point is proficient in the corresponding high difficulty of rank for described；Wherein, it is described default
It is proficient in the corresponding master degree scope of rank, the corresponding master degree scope of the default grasp rank and the default connection level
Not corresponding master degree scope non-overlapping copies two-by-two, and the default numerical value being proficient in the corresponding master degree scope of rank
It is all higher than the default numerical value grasped in the corresponding master degree scope of rank and the default understanding rank is corresponding
Numerical value in master degree scope；The high difficulty is higher than the medium difficulty.
10. examination question recommendation apparatus according to any one of claim 5～9, it is characterised in that also include：
Second determining unit, for being directed to the answer result of each test questions import according to the student, if it is determined that described
The examination question quantity of the correct answer in dry examination question；
Updating block, for judging described several examination questions in the examination question quantity of correct answer whether exceed specified quantity, such as
Fruit exceedes, and updates master degree of the student to the knowledge point.
11. a kind of study class clients, it is characterised in that including the knowledge based point described in claim 6～10 any one
Examination question recommendation apparatus.
12. a kind of user equipmenies, it is characterised in that including the study class client described in claim 11.
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Citations (9)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20050272021A1 (en) * | 2004-06-03 | 2005-12-08 | Education Learning House Co., Ltd. | Method of multi-level analyzing personal learning capacity |
| CN101000600A (en) * | 2006-12-30 | 2007-07-18 | 南京凌越教育科技服务有限公司 | Study management system and method |
| CN103577507A (en) * | 2012-08-10 | 2014-02-12 | 俞晓鸿 | Intelligent question bank system with real-time detection and self-adaptive evolution mechanism and method |
| CN103748623A (en) * | 2011-05-17 | 2014-04-23 | Pt艾伦特有限公司 | Child-directed learning system integrating cellular communication, education, entertainment, alert and monitoring systems |
| CN104239969A (en) * | 2014-09-04 | 2014-12-24 | 上海合煦信息科技有限公司 | Evaluation and problem recommendation system for individualized education |
| CN104867076A (en) * | 2015-06-09 | 2015-08-26 | 苏州点通教育科技有限公司 | Teaching examination question publishing method and system |
| CN105739828A (en) * | 2016-01-29 | 2016-07-06 | 广东小天才科技有限公司 | Reminding method and device for equipment use |
| CN105824896A (en) * | 2016-03-14 | 2016-08-03 | 成都爱易佰网络科技有限公司 | Intelligent multidimensional test paper composition system and method based on knowledge points |
| CN105976282A (en) * | 2016-05-05 | 2016-09-28 | 广东小天才科技有限公司 | Test question difficulty quantification method and system |
-
2016
- 2016-11-23 CN CN201611051836.XA patent/CN106599089B/en active Active
Patent Citations (9)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20050272021A1 (en) * | 2004-06-03 | 2005-12-08 | Education Learning House Co., Ltd. | Method of multi-level analyzing personal learning capacity |
| CN101000600A (en) * | 2006-12-30 | 2007-07-18 | 南京凌越教育科技服务有限公司 | Study management system and method |
| CN103748623A (en) * | 2011-05-17 | 2014-04-23 | Pt艾伦特有限公司 | Child-directed learning system integrating cellular communication, education, entertainment, alert and monitoring systems |
| CN103577507A (en) * | 2012-08-10 | 2014-02-12 | 俞晓鸿 | Intelligent question bank system with real-time detection and self-adaptive evolution mechanism and method |
| CN104239969A (en) * | 2014-09-04 | 2014-12-24 | 上海合煦信息科技有限公司 | Evaluation and problem recommendation system for individualized education |
| CN104867076A (en) * | 2015-06-09 | 2015-08-26 | 苏州点通教育科技有限公司 | Teaching examination question publishing method and system |
| CN105739828A (en) * | 2016-01-29 | 2016-07-06 | 广东小天才科技有限公司 | Reminding method and device for equipment use |
| CN105824896A (en) * | 2016-03-14 | 2016-08-03 | 成都爱易佰网络科技有限公司 | Intelligent multidimensional test paper composition system and method based on knowledge points |
| CN105976282A (en) * | 2016-05-05 | 2016-09-28 | 广东小天才科技有限公司 | Test question difficulty quantification method and system |
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