CN106340219A - Topic recommendation method and system and related equipment - Google Patents

Topic recommendation method and system and related equipment Download PDF

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Publication number
CN106340219A
CN106340219A CN201610674601.XA CN201610674601A CN106340219A CN 106340219 A CN106340219 A CN 106340219A CN 201610674601 A CN201610674601 A CN 201610674601A CN 106340219 A CN106340219 A CN 106340219A
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China
Prior art keywords
exercise question
answer
user
knowledge point
service equipment
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CN201610674601.XA
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Chinese (zh)
Inventor
罗静
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Guangdong Genius Technology Co Ltd
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Guangdong Genius Technology Co Ltd
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Priority to CN201610674601.XA priority Critical patent/CN106340219A/en
Publication of CN106340219A publication Critical patent/CN106340219A/en
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    • GPHYSICS
    • G09EDUCATION; CRYPTOGRAPHY; DISPLAY; ADVERTISING; SEALS
    • G09BEDUCATIONAL OR DEMONSTRATION APPLIANCES; APPLIANCES FOR TEACHING, OR COMMUNICATING WITH, THE BLIND, DEAF OR MUTE; MODELS; PLANETARIA; GLOBES; MAPS; DIAGRAMS
    • G09B7/00Electrically-operated teaching apparatus or devices working with questions and answers
    • G09B7/02Electrically-operated teaching apparatus or devices working with questions and answers of the type wherein the student is expected to construct an answer to the question which is presented or wherein the machine gives an answer to the question presented by a student
    • GPHYSICS
    • G09EDUCATION; CRYPTOGRAPHY; DISPLAY; ADVERTISING; SEALS
    • G09BEDUCATIONAL OR DEMONSTRATION APPLIANCES; APPLIANCES FOR TEACHING, OR COMMUNICATING WITH, THE BLIND, DEAF OR MUTE; MODELS; PLANETARIA; GLOBES; MAPS; DIAGRAMS
    • G09B7/00Electrically-operated teaching apparatus or devices working with questions and answers
    • G09B7/02Electrically-operated teaching apparatus or devices working with questions and answers of the type wherein the student is expected to construct an answer to the question which is presented or wherein the machine gives an answer to the question presented by a student
    • G09B7/04Electrically-operated teaching apparatus or devices working with questions and answers of the type wherein the student is expected to construct an answer to the question which is presented or wherein the machine gives an answer to the question presented by a student characterised by modifying the teaching programme in response to a wrong answer, e.g. repeating the question, supplying a further explanation

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Business, Economics & Management (AREA)
  • Physics & Mathematics (AREA)
  • Educational Administration (AREA)
  • Educational Technology (AREA)
  • General Physics & Mathematics (AREA)
  • Medical Treatment And Welfare Office Work (AREA)

Abstract

The invention relates to the technical field of internet, and discloses a topic recommendation method and service equipment. The method comprises the steps that a topic acquisition request initiated by a user is acquired, wherein the topic acquisition request includes the topic properties autonomously selected by the user, and the topic properties at least include test knowledge points; existence of target wrong topics matched with the test knowledge points in the corresponding wrong topic library of the user is inquired; and if the target wrong topics exist, the first part of topics simultaneously matched with the test knowledge points and the types of the target wrong topics are acquired from a background information library and recommended to the user. With application of the topic recommendation method and the service equipment, the user can be assisted to improve the weak points in learning in a targeted way.

Description

A kind of exercise question recommends method and system, relevant device
Technical field
The present invention relates to Internet technical field, more particularly, to a kind of exercise question recommendation method and system, relevant device.
Background technology
At present, a lot of mobile device such as smart mobile phone, panel computer can be installed and do topic software (as ape exam pool), So that user (as user) can be learnt anywhere or anytime.In actual applications, when user using do topic software When carrying out doing topic exercise, make topic software and typically recommend exercise question for user in a random basis.In practice, it has been found that this push away at random The mode recommending exercise question is difficult to targetedly help user to improve its weak spot in the study.
Content of the invention
The embodiment of the invention discloses a kind of exercise question recommends method and system, relevant device, can targetedly help use Its weak spot in the study is improved at family.
Embodiment of the present invention first aspect discloses a kind of exercise question and recommends method, comprising:
Obtain Client-initiated exercise question and obtain request, described exercise question obtains request and includes the autonomous exercise question selecting of described user Attribute, described theme attribute at least includes knowledge point of taking an examination;
Inquire about in described user corresponding mistake answer storehouse and answer with the presence or absence of the target mistake matching with described examination knowledge point Topic;
If it does, from background information storehouse obtain with described examination knowledge point, described target mistake answer topic type simultaneously The Part I exercise question of coupling simultaneously recommends described user.
As a kind of optional embodiment, in embodiment of the present invention first aspect, methods described also includes:
Obtain user's answer of each exercise question in the described Part I exercise question that described user submits to;
According to the model answer of each exercise question in described Part I exercise question, to each exercise question in described Part I exercise question User's answer scored, obtain described Part I exercise question in each exercise question user's answer score value;
Judge whether user's answer score value of each exercise question in described Part I exercise question is less than and specify score value, if It is less than, the exercise question that the described user's answer score value in described Part I exercise question is less than described specified score value is answered as mistake Topic, and add to described user corresponding mistake answer storehouse.
As a kind of optional embodiment, in embodiment of the present invention first aspect, methods described also includes:
If there is not the target mistake answer matching with described examination knowledge point in described user corresponding mistake answer storehouse, Obtain the Part II exercise question matching with described examination knowledge point and recommend described user from background information storehouse.
As a kind of optional embodiment, in embodiment of the present invention first aspect, methods described also includes:
Obtain user's answer of each exercise question in the described Part II exercise question that described user submits to;
According to the model answer of each exercise question in described Part II exercise question, to each exercise question in described Part II exercise question User's answer scored, obtain described Part II exercise question in each exercise question user's answer score value;
Judge whether user's answer score value of each exercise question in described Part II exercise question is less than and specify score value, if It is less than, the exercise question that the described user's answer score value in described Part II exercise question is less than described specified score value is answered as mistake Topic, and add to described user corresponding mistake answer storehouse.
As a kind of optional embodiment, in embodiment of the present invention first aspect, described theme attribute also includes version Originally, subject and grade;Obtain same with the topic type of described examination knowledge point, the mistake answer of described target the described storehouse from background information When the Part I exercise question that mates recommend described user and include:
First simultaneously mating with the topic type of described examination knowledge point, the mistake answer of described target is obtained from background information storehouse Part is inscribed, and judges whether described Part I exercise question is mated with described version, subject and grade simultaneously, if simultaneously Join, by described Part I exercise question and recommend described user;
Obtain the Part II exercise question matching with described examination knowledge point the described storehouse from background information and recommend institute State user, comprising:
Obtain, from background information storehouse, the Part II exercise question matching with described examination knowledge point, and judge described second Whether part exercise question is mated with described version, subject and grade simultaneously, if mated simultaneously, by described Part II exercise question simultaneously Recommend described user.
Embodiment of the present invention second aspect discloses a kind of exercise question and recommends method, comprising:
Initiate exercise question to service equipment and obtain request, described exercise question acquisition request includes the autonomous exercise question selecting of user and belongs to Property, described theme attribute at least includes examination knowledge point, so that described user corresponding mistake answer storehouse inquired about by described service equipment In with the presence or absence of match with described examination knowledge point target mistake answer, if it does, by described service equipment from backstage believe The Part I exercise question simultaneously mating with the topic type of described examination knowledge point, the mistake answer of described target is obtained in breath storehouse;
Receive the described Part I exercise question that described service equipment is recommended.
As a kind of optional embodiment, in embodiment of the present invention second aspect, methods described also includes:
Receive the Part II exercise question that described service equipment pushes, described Part II exercise question is that described service equipment judges When there is not, in described user corresponding mistake answer storehouse, the target mistake answer matching with described examination knowledge point, by described service The exercise question matching with described examination knowledge point that equipment obtains from described background information storehouse.
The embodiment of the present invention third aspect discloses a kind of service equipment, comprising:
Acquisition request unit, obtains request for obtaining Client-initiated exercise question, it is described that described exercise question obtains request inclusion The autonomous theme attribute selecting of user, described theme attribute at least includes knowledge point of taking an examination;
Wrong answer query unit, whether there is and described examination knowledge for inquiring about in described user corresponding mistake answer storehouse The target mistake answer that point matches;
First exercise question recommendation unit, is to exist to know with described examination for the Query Result in described mistake answer query unit When knowing the target mistake answer that point matches, obtain from background information storehouse and described examination knowledge point, the mistake answer of described target Part I exercise question that topic type mates simultaneously simultaneously recommends described user.
As a kind of optional embodiment, in the embodiment of the present invention third aspect, described service equipment also includes:
First answer acquiring unit, for obtaining the use of each exercise question in the described Part I exercise question that described user submits to Family answer;
First answer scoring unit, for the model answer according to each exercise question in described Part I exercise question, to described In Part I exercise question, user's answer of each exercise question is scored, and obtains the user of each exercise question in described Part I exercise question Answer score value;
First exercise question adding device, the user's answer score value for judging each exercise question in described Part I exercise question is No less than specified score value, if be less than, by the described user's answer score value in described Part I exercise question be less than described finger The exercise question of accepted opinion score value is as wrong answer, and adds to described user corresponding mistake answer storehouse.
As a kind of optional embodiment, in the embodiment of the present invention third aspect, described service equipment also includes:
Second exercise question recommendation unit, is not exist and described examination for the Query Result in described mistake answer query unit During the target mistake answer that knowledge point matches, obtain the Part II matching with described examination knowledge point from background information storehouse Exercise question simultaneously recommends described user.
As a kind of optional embodiment, in embodiment of the present invention second aspect, described service equipment also includes:
Second answer acquiring unit, for obtaining the use of each exercise question in the described Part II exercise question that described user submits to Family answer;
Second answer scoring unit, for the model answer according to each exercise question in described Part II exercise question, to described In Part II exercise question, user's answer of each exercise question is scored, and obtains the user of each exercise question in described Part II exercise question Answer score value;
Second exercise question adding device, the user's answer score value for judging each exercise question in described Part II exercise question is No less than specified score value, if be less than, by the described user's answer score value in described Part II exercise question be less than described finger The exercise question of accepted opinion score value is as wrong answer, and adds to described user corresponding mistake answer storehouse.
As a kind of optional embodiment, in embodiment of the present invention second aspect, described theme attribute also includes version Originally, subject and grade;Described first exercise question recommendation unit obtains and described examination knowledge point, described mesh from background information storehouse The mode that mislabels the topic type Part I exercise question simultaneously mating of answer and recommend described user particularly as follows:
Described first exercise question recommendation unit obtains and described examination knowledge point, the mistake answer of described target from background information storehouse The Part I topic simultaneously mated of topic type, and judge described Part I exercise question whether with described version, subject and grade Mate, if mated simultaneously, by described Part I exercise question and recommend described user simultaneously;
Described second exercise question recommendation unit obtains second matching with described examination knowledge point from background information storehouse Sub title mesh and recommend described user mode particularly as follows:
Described second exercise question recommendation unit obtains second matching with described examination knowledge point from background information storehouse Sub title mesh, and judge whether described Part II exercise question is mated with described version, subject and grade simultaneously, if simultaneously Join, by described Part II exercise question and recommend described user.
Embodiment of the present invention fourth aspect discloses a kind of mobile device, comprising:
Transmitting element, obtains request for initiating exercise question to service equipment, it is autonomous that described exercise question acquisition request includes user The theme attribute selecting, described theme attribute at least includes knowledge point of taking an examination, so that described user couple inquired about by described service equipment Whether there is the target mistake answer matching with described examination knowledge point in the wrong answer storehouse answered, if it does, by described service Equipment obtains the Part I simultaneously mating with the topic type of described examination knowledge point, the mistake answer of described target from background information storehouse Exercise question;
Receiving unit, for receiving the described Part I exercise question that described service equipment is recommended.
As a kind of optional embodiment, in embodiment of the present invention fourth aspect:
Described receiving unit, is additionally operable to receive the Part II exercise question that described service equipment pushes, described Part II topic Mesh is that described service equipment judges there is not, in described user corresponding mistake answer storehouse, the mesh matching with described examination knowledge point When mislabeling answer, the exercise question matching with described examination knowledge point is obtained from described background information storehouse by described service equipment.
The embodiment of the present invention the 5th aspect discloses a kind of exercise question commending system, open including the embodiment of the present invention third aspect Described service equipment and described mobile device disclosed in embodiment of the present invention fourth aspect.
Compared with prior art, the embodiment of the present invention has the advantages that
In the embodiment of the present invention, Client-initiated exercise question obtains request and can include the autonomous theme attribute selecting of user, And this theme attribute at least includes knowledge point of taking an examination, exist and this examination knowledge when inquiring about in this user corresponding mistake answer storehouse During the target mistake answer that point matches, the topic with this examination knowledge point, this target mistake answer can be obtained from background information storehouse Part I exercise question that type mates simultaneously and recommend user such that it is able to allow user weak spot in study is carried out test and Consolidate, can targetedly help user to improve its weak spot in the study.
Brief description
For the technical scheme being illustrated more clearly that in the embodiment of the present invention, below by use required in embodiment Accompanying drawing be 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 also be obtained other attached according to these accompanying drawings Figure.
Fig. 1 is the schematic flow sheet that a kind of exercise question disclosed in the embodiment of the present invention recommends method;
Fig. 2 is the schematic flow sheet that another kind of exercise question disclosed in the embodiment of the present invention recommends method;
Fig. 3 is the schematic flow sheet that another kind of exercise question disclosed in the embodiment of the present invention recommends method;
Fig. 4 is a kind of structural representation of service equipment disclosed in the embodiment of the present invention;
Fig. 5 is the structural representation of another kind of service equipment disclosed in the embodiment of the present invention;
Fig. 6 is the structural representation of another kind of service equipment disclosed in the embodiment of the present invention;
Fig. 7 is a kind of structural representation of mobile device disclosed in the embodiment of the present invention;
Fig. 8 is a kind of structural representation of exercise question commending system 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 describes it is clear that described embodiment is only a part of embodiment of the present invention, rather than whole embodiments.Based on this Embodiment in invention, the every other reality that those of ordinary skill in the art are obtained under the premise of not making creative work Apply example, broadly fall into the scope of protection of the invention.
The embodiment of the invention discloses a kind of exercise question recommends method and service equipment, user can be targetedly helped to improve Its weak spot in the study.Below it is combined accompanying drawing to be described in detail.
Embodiment one
Refer to Fig. 1, Fig. 1 is the schematic flow sheet that a kind of exercise question disclosed in the embodiment of the present invention recommends method.As Fig. 1 institute Show, this exercise question recommends method may comprise steps of:
101st, service equipment obtains Client-initiated exercise question and obtains request, and the acquisition request of this exercise question includes this user and independently selects The theme attribute selected, this theme attribute at least includes knowledge point of taking an examination.
In the embodiment of the present invention, user can be logged in using account on the mobile devices such as smart mobile phone, panel computer Make topic software, and the exercise question initiating to include the autonomous theme attribute selecting of this user to service equipment by making topic software obtains and asks Ask, wherein, this theme attribute at least can include knowledge point (as positive number and negative) of taking an examination.
102nd, service equipment is inquired about in this user corresponding mistake answer storehouse and is matched with the presence or absence of with this examination knowledge point Target mistake answer, if it does not, execution step 103;If it does, execution step 104.
In the embodiment of the present invention, service equipment can set up corresponding mistake answer storehouse for this user in advance, and this wrong exam pool is used In the wrong answer collecting this user, when service equipment gets this Client-initiated exercise question and obtains request, service equipment is permissible Inquire about this examination including with the presence or absence of this theme attribute in asking in this user corresponding mistake answer storehouse with the acquisition of this exercise question The target mistake answer that knowledge point matches, if it does not, execution step 103;If it does, execution step 104.
103rd, service equipment is obtained the Part II exercise question being matched with this examination knowledge point from background information storehouse and pushes away Recommend to this user.
104th, service equipment obtain from background information storehouse with this examination knowledge point, the mistake answer of this target topic type simultaneously The Part I exercise question joined simultaneously recommends this user, and process ends.
In the embodiment of the present invention, what the topic type of this target mistake answer was common can have filling topic, True-False, multiple-choice question, letter Answer, calculation question, proof question, discussion topic, translation topic, theme etc., the embodiment of the present invention is not construed as limiting.
As an example it is assumed that in above-mentioned steps 101, the Client-initiated exercise question that service equipment gets obtains request and includes The autonomous theme attribute " examination point " selecting of this user, and this theme attribute " examination point " at least include taking an examination knowledge point " positive number with Negative ", correspondingly, when service equipment inquire about exist in this user corresponding mistake answer storehouse with this examination knowledge point " positive number with negative Number " match target mistake answer when, service equipment can obtain from background information storehouse with this examination knowledge point " positive number with bear Part I exercise question that number ", the topic type (being assumed to be filling topic) of this target mistake answer mate simultaneously simultaneously recommends this user, its In, Part I exercise question can be such that
Part I exercise question: if " profit 5% " is denoted as+5%, then -3% represents ().
Or, when service equipment inquire about this user corresponding mistake answer storehouse in do not exist with this examination knowledge point " positive number with During the mistake answer of target that negative " matches, service equipment can obtain from background information storehouse with this examination knowledge point " positive number and Part II exercise question that negative " matches simultaneously recommends this user, wherein, the topic type of Part II exercise question can and Part I The topic type of exercise question is identical or different, and the embodiment of the present invention is not construed as limiting.
In the embodiment of the present invention, theme attribute can include examination point, analysis, answer, comment, answer, induction and conclusion, thinking Inspiration, fallibility point, difficult point, Chang Kaodian, topic type, version, grade, subject etc., the embodiment of the present invention is not construed as limiting.
In the embodiment of the present invention, the quantity of the exercise question matching with this examination knowledge point can be multiple, and these topics Purpose topic type can be different, for example, have some topic types can be filling topic, and have some topic types can be multiple-choice question, the present invention is real Apply example to be not construed as limiting.Especially, exist when, in above-mentioned steps 102, service equipment inquires in this user corresponding mistake answer storehouse During the target mistake answer matching with this examination knowledge point, service equipment execution step 104 can accurately be recommended for this user The exercise question of its weak spot in the study can be improved, thus being conducive to allowing user's weakness in study to it within a short period of time Point is test and is consolidated.
In method described by Fig. 1, Client-initiated exercise question obtains request and can include the autonomous exercise question selecting of user Attribute, and this theme attribute at least includes knowledge point of taking an examination, and examines with this when inquiring about to exist in this user corresponding mistake answer storehouse During the target mistake answer that examination knowledge point matches, can obtain from background information storehouse and answer with this examination knowledge point, this target mistake The Part I exercise question that simultaneously mates of topic type of topic simultaneously recommends user such that it is able to allow user that weak spot in study is carried out Test and consolidation, can targetedly help user to improve its weak spot in the study.
Embodiment two
Refer to Fig. 2, Fig. 2 is the schematic flow sheet that another kind of exercise question disclosed in the embodiment of the present invention recommends method.As Fig. 2 Shown, this exercise question recommends method may comprise steps of:
201st, service equipment obtains Client-initiated exercise question and obtains request, and the acquisition request of this exercise question includes this user and independently selects The theme attribute selected, this theme attribute at least includes knowledge point of taking an examination.
In the embodiment of the present invention, user can be logged in using account on the mobile devices such as smart mobile phone, panel computer Make topic software, and the exercise question initiating to include the autonomous theme attribute selecting of this user to service equipment by making topic software obtains and asks Ask, wherein, this theme attribute at least can include knowledge point (as positive number and negative) of taking an examination.
202nd, service equipment is inquired about in this user corresponding mistake answer storehouse and is matched with the presence or absence of with this examination knowledge point Target mistake answer, if it does not, execution step 203~step 206;If it does, execution step 207~step 210.
In the embodiment of the present invention, service equipment can set up corresponding mistake answer storehouse for this user in advance, and this wrong exam pool is used In the wrong answer collecting this user, when service equipment gets this Client-initiated exercise question and obtains request, service equipment is permissible Inquire about this examination including with the presence or absence of this theme attribute in asking in this user corresponding mistake answer storehouse with the acquisition of this exercise question The target mistake answer that knowledge point matches, if it does not, execution step 203~step 206;If it does, execution step 207 ~step 210.
203rd, service equipment is obtained the Part II exercise question being matched with this examination knowledge point from background information storehouse and pushes away Recommend to this user.
204th, service equipment obtains user's answer of each exercise question in the Part II exercise question that this user submits to.
205th, service equipment is according to the model answer of exercise question each in Part II exercise question, to each in Part II exercise question User's answer of exercise question is scored, and obtains user's answer score value of each exercise question in Part II exercise question.
For example, when a certain entitled filling topic in Part II exercise question, if this exercise question that this user submits to User's answer different from the model answer of this exercise question, then service equipment can be 0 to user's answer score value of this exercise question Point;If user's answer of this exercise question that this user submits to is identical with the model answer of this exercise question, then service equipment is to this topic Purpose user's answer score value can be the predetermined score of this exercise question, such as 3 points.Again for example, when in Part II exercise question A certain entitled multiple-choice question when, if this user submit to this exercise question user's answer different from the model answer of this exercise question, So service equipment can also be 0 point to user's answer score value of this exercise question;If the user of this exercise question that this user submits to Answer is identical with the model answer of this exercise question, then service equipment can be pre- for this exercise question to user's answer score value of this exercise question Fixed score, such as 1.5 points.Again for example, when a certain entitled translation topic in Part II exercise question, service equipment can Compared with the user's answer of this exercise question and the model answer of this exercise question submitting this user to, obtain similarity;Further Ground, service equipment can score to user's answer of this exercise question according to similarity, thus obtaining user's answer score value;Its In, if similarity is higher, then user's answer score value is higher;Whereas if similarity is lower, then user's answer is scored Value is lower.
206th, service equipment judges whether user's answer score value of each exercise question in Part II exercise question is commented less than specifying Score value, if be less than, the user's answer score value in Part II exercise question is less than the exercise question specifying score value as wrong answer, And adding to this user corresponding mistake answer storehouse, and process ends.
In the embodiment of the present invention, each exercise question can correspond to a specified score value, this specified score value and this exercise question Topic type is relevant.For example, when a certain entitled filling topic in Part II exercise question, multiple-choice question, this specified score value can be The predetermined score of this exercise question;Again for example, when a certain entitled translation topic in Part II exercise question, discussion are inscribed, this is specified and comments Score value can be the predetermined score of this exercise question 60%.
207th, service equipment obtain from background information storehouse with this examination knowledge point, the mistake answer of this target topic type simultaneously The Part I exercise question joined simultaneously recommends this user.
In the embodiment of the present invention, what the topic type of this target mistake answer was common can have filling topic, True-False, multiple-choice question, letter Answer, calculation question, proof question, discussion topic, translation topic, theme etc., the embodiment of the present invention is not construed as limiting.
208th, service equipment obtains user's answer of each exercise question in the Part I exercise question that this user submits to.
209th, service equipment is according to the model answer of exercise question each in Part I exercise question, to each in Part I exercise question User's answer of exercise question is scored, and obtains user's answer score value of each exercise question in Part I exercise question.
For example, when a certain entitled filling topic in Part I exercise question, if this exercise question that this user submits to User's answer different from the model answer of this exercise question, then service equipment can be 0 to user's answer score value of this exercise question Point;If user's answer of this exercise question that this user submits to is identical with the model answer of this exercise question, then service equipment is to this topic Purpose user's answer score value can be the predetermined score of this exercise question, such as 3 points.Again for example, when in Part I exercise question A certain entitled multiple-choice question when, if this user submit to this exercise question user's answer different from the model answer of this exercise question, So service equipment can also be 0 point to user's answer score value of this exercise question;If the user of this exercise question that this user submits to Answer is identical with the model answer of this exercise question, then service equipment can be pre- for this exercise question to user's answer score value of this exercise question Fixed score, such as 1.5 points.Again for example, when a certain entitled translation topic in Part I exercise question, service equipment can Compared with the user's answer of this exercise question and the model answer of this exercise question submitting this user to, obtain similarity;Further Ground, service equipment can score to user's answer of this exercise question according to similarity, thus obtaining user's answer score value;Its In, if similarity is higher, then user's answer score value is higher;Whereas if similarity is lower, then user's answer is scored Value is lower.
210th, service equipment judges whether user's answer score value of each exercise question in Part I exercise question is commented less than specifying Score value, if be less than, the user's answer score value in Part I exercise question is less than the exercise question specifying score value as wrong answer, And adding to this user corresponding mistake answer storehouse, and process ends.
In the embodiment of the present invention, each exercise question can correspond to a specified score value, this specified score value and this exercise question Topic type is relevant.For example, when a certain entitled filling topic in Part I exercise question, multiple-choice question, this specified score value can be The predetermined score of this exercise question;Again for example, when a certain entitled translation topic in Part I exercise question, discussion are inscribed, this is specified and comments Score value can be the predetermined score of this exercise question 60%.
In method described by Fig. 2, Client-initiated exercise question obtains request and can include the autonomous exercise question selecting of user Attribute, and this theme attribute at least includes knowledge point of taking an examination, and examines with this when inquiring about to exist in this user corresponding mistake answer storehouse During the target mistake answer that examination knowledge point matches, can obtain from background information storehouse and answer with this examination knowledge point, this target mistake The Part I exercise question that simultaneously mates of topic type of topic simultaneously recommends user such that it is able to allow user that weak spot in study is carried out Test and consolidation, can targetedly help user to improve its weak spot in the study.
Embodiment three
Refer to Fig. 3, Fig. 3 is the schematic flow sheet that another kind of exercise question disclosed in the embodiment of the present invention recommends method.As Fig. 3 Shown, this exercise question recommends method may comprise steps of:
301st, service equipment obtains Client-initiated exercise question and obtains request, and the acquisition request of this exercise question includes this user and independently selects The theme attribute selected, this theme attribute at least includes take an examination knowledge point, version, subject and grade.
In the embodiment of the present invention, user can be logged in using account on the mobile devices such as smart mobile phone, panel computer Make topic software, and the exercise question initiating to include the autonomous theme attribute selecting of this user to service equipment by making topic software obtains and asks Ask, wherein, this theme attribute at least can include knowledge point (as positive number and negative) of taking an examination.
302nd, service equipment is inquired about in this user corresponding mistake answer storehouse and is matched with the presence or absence of with this examination knowledge point Target mistake answer, if it does not, execution step 303~step 306;If it does, execution step 307~step 310.
In the embodiment of the present invention, service equipment can set up corresponding mistake answer storehouse for this user in advance, and this wrong exam pool is used In the wrong answer collecting this user, when service equipment gets this Client-initiated exercise question and obtains request, service equipment is permissible Inquire about this examination including with the presence or absence of this theme attribute in asking in this user corresponding mistake answer storehouse with the acquisition of this exercise question The target mistake answer that knowledge point matches, if it does not, execution step 303~step 306;If it does, execution step 307 ~step 310.
303rd, service equipment obtains, from background information storehouse, the Part II exercise question matching with this examination knowledge point, and sentences Whether this Part II exercise question disconnected is mated with this version, subject and grade, if mated simultaneously, by Part II exercise question simultaneously And recommend user.
304th, service equipment obtains user's answer of each exercise question in the Part II exercise question that this user submits to.
305th, service equipment is according to the model answer of exercise question each in Part II exercise question, to each in Part II exercise question User's answer of exercise question is scored, and obtains user's answer score value of each exercise question in Part II exercise question.
For example, when a certain entitled filling topic in Part II exercise question, if this exercise question that this user submits to User's answer different from the model answer of this exercise question, then service equipment can be 0 to user's answer score value of this exercise question Point;If user's answer of this exercise question that this user submits to is identical with the model answer of this exercise question, then service equipment is to this topic Purpose user's answer score value can be the predetermined score of this exercise question, such as 3 points.Again for example, when in Part II exercise question A certain entitled multiple-choice question when, if this user submit to this exercise question user's answer different from the model answer of this exercise question, So service equipment can also be 0 point to user's answer score value of this exercise question;If the user of this exercise question that this user submits to Answer is identical with the model answer of this exercise question, then service equipment can be pre- for this exercise question to user's answer score value of this exercise question Fixed score, such as 1.5 points.Again for example, when a certain entitled translation topic in Part II exercise question, service equipment can Compared with the user's answer of this exercise question and the model answer of this exercise question submitting this user to, obtain similarity;Further Ground, service equipment can score to user's answer of this exercise question according to similarity, thus obtaining user's answer score value;Its In, if similarity is higher, then user's answer score value is higher;Whereas if similarity is lower, then user's answer is scored Value is lower.
306th, service equipment judges whether user's answer score value of each exercise question in Part II exercise question is commented less than specifying Score value, if be less than, the user's answer score value in Part II exercise question is less than the exercise question specifying score value as wrong answer, And adding to this user corresponding mistake answer storehouse, and process ends.
In the embodiment of the present invention, each exercise question can correspond to a specified score value, this specified score value and this exercise question Topic type is relevant.For example, when a certain entitled filling topic in Part II exercise question, multiple-choice question, this specified score value can be The predetermined score of this exercise question;Again for example, when a certain entitled translation topic in Part II exercise question, discussion are inscribed, this is specified and comments Score value can be the predetermined score of this exercise question 60%.
307th, service equipment obtain from background information storehouse with this examination knowledge point, the mistake answer of this target topic type simultaneously The Part I topic joined, and judge whether this Part I exercise question is mated with this version, subject and grade simultaneously, if simultaneously Coupling, by Part I exercise question and recommend this user.
In the embodiment of the present invention, what the topic type of this target mistake answer was common can have filling topic, True-False, multiple-choice question, letter Answer, calculation question, proof question, discussion topic, translation topic, theme etc., the embodiment of the present invention is not construed as limiting.
308th, service equipment obtains user's answer of each exercise question in the Part I exercise question that this user submits to.
309th, service equipment is according to the model answer of exercise question each in Part I exercise question, to each in Part I exercise question User's answer of exercise question is scored, and obtains user's answer score value of each exercise question in Part I exercise question.
For example, when a certain entitled filling topic in Part I exercise question, if this exercise question that this user submits to User's answer different from the model answer of this exercise question, then service equipment can be 0 to user's answer score value of this exercise question Point;If user's answer of this exercise question that this user submits to is identical with the model answer of this exercise question, then service equipment is to this topic Purpose user's answer score value can be the predetermined score of this exercise question, such as 3 points.Again for example, when in Part I exercise question A certain entitled multiple-choice question when, if this user submit to this exercise question user's answer different from the model answer of this exercise question, So service equipment can also be 0 point to user's answer score value of this exercise question;If the user of this exercise question that this user submits to Answer is identical with the model answer of this exercise question, then service equipment can be pre- for this exercise question to user's answer score value of this exercise question Fixed score, such as 1.5 points.Again for example, when a certain entitled translation topic in Part I exercise question, service equipment can Compared with the user's answer of this exercise question and the model answer of this exercise question submitting this user to, obtain similarity;Further Ground, service equipment can score to user's answer of this exercise question according to similarity, thus obtaining user's answer score value;Its In, if similarity is higher, then user's answer score value is higher;Whereas if similarity is lower, then user's answer is scored Value is lower.
310th, service equipment judges whether user's answer score value of each exercise question in Part I exercise question is commented less than specifying Score value, if be less than, the user's answer score value in Part I exercise question is less than the exercise question specifying score value as wrong answer, And adding to this user corresponding mistake answer storehouse, and process ends.
In the embodiment of the present invention, each exercise question can correspond to a specified score value, this specified score value and this exercise question Topic type is relevant.For example, when a certain entitled filling topic in Part I exercise question, multiple-choice question, this specified score value can be The predetermined score of this exercise question;Again for example, when a certain entitled translation topic in Part I exercise question, discussion are inscribed, this is specified and comments Score value can be the predetermined score of this exercise question 60%.
In method described by Fig. 3, Client-initiated exercise question obtains request and can include the autonomous exercise question selecting of user Attribute, and this theme attribute at least includes knowledge point of taking an examination, and examines with this when inquiring about to exist in this user corresponding mistake answer storehouse During the target mistake answer that examination knowledge point matches, can obtain from background information storehouse and answer with this examination knowledge point, this target mistake The Part I exercise question that simultaneously mates of topic type of topic simultaneously recommends user such that it is able to allow user that weak spot in study is carried out Test and consolidation, can targetedly help user to improve its weak spot in the study.
Example IV
Refer to Fig. 4, Fig. 4 is the schematic flow sheet that another kind of exercise question disclosed in the embodiment of the present invention recommends method.As Fig. 4 Shown, this exercise question recommends method may comprise steps of:
401st, mobile device is initiated exercise question to service equipment and is obtained request, and the acquisition request of this exercise question includes user and independently selects Theme attribute, this theme attribute at least include take an examination knowledge point so that service equipment inquire about this user corresponding mistake answer storehouse In with the presence or absence of the target mistake answer matching with this examination knowledge point, if it does, by service equipment from background information storehouse Obtain the Part I exercise question simultaneously mating with the topic type of this examination knowledge point, this target mistake answer.
402nd, mobile device receives the Part I exercise question that service equipment is recommended.
As a kind of optional embodiment, in the exercise question recommendation method shown in Fig. 4, can also comprise the following steps:
Mobile device receives the Part II exercise question that service equipment pushes, and this Part II exercise question is that service equipment judges to be somebody's turn to do When there is not, in user's corresponding mistake answer storehouse, the target mistake answer matching with this examination knowledge point, by service equipment from backstage The exercise question matching with this examination knowledge point obtaining in information bank.
Wherein, implement the method described by Fig. 4, user can be allowed weak spot in study to be test and consolidates, can Targetedly to help user to improve its weak spot in the study.
Embodiment five
Refer to Fig. 5, Fig. 5 is a kind of structural representation of service equipment disclosed in the embodiment of the present invention.As shown in figure 5, This service equipment may include that
Acquisition request unit 501, obtains request for obtaining Client-initiated exercise question, and this exercise question obtains request and includes user The autonomous theme attribute selecting, this theme attribute at least includes knowledge point of taking an examination;
Wrong answer query unit 502, whether there is and this examination knowledge for inquiring about in this user corresponding mistake answer storehouse The target mistake answer that point matches;
First exercise question recommendation unit 503, is to exist to know with this examination for the Query Result in wrong answer query unit 502 When knowing the target mistake answer that point matches, obtain the topic type with this examination knowledge point, this target mistake answer from background information storehouse The Part I exercise question that simultaneously mates simultaneously recommends this user.
As a kind of optional embodiment, in the service equipment shown in Fig. 5, can also include:
Second exercise question recommendation unit 504, is not exist and this examination for the Query Result in wrong answer query unit 502 During the target mistake answer that knowledge point matches, obtain the Part II topic matching with this examination knowledge point from background information storehouse Mesh simultaneously recommends this user.
Wherein, implement the service equipment described by Fig. 5, user can be allowed weak spot in study to be test and consolidates Gu, can targetedly help user to improve its weak spot in the study.
Embodiment six
Refer to Fig. 6, Fig. 6 is the structural representation of another kind of service equipment disclosed in the embodiment of the present invention.Wherein, Fig. 6 Shown service equipment is that service equipment as shown in Figure 5 is optimized and obtains.Compared with service equipment shown in Fig. 5, Service equipment shown in Fig. 6 can also include:
First answer acquiring unit 505, for obtaining the user of each exercise question in the Part I exercise question that this user submits to Answer;
First answer scoring unit 506, for the model answer according to exercise question each in Part I exercise question, to first In sub title mesh, user's answer of each exercise question is scored, and obtains user's answer scoring of each exercise question in Part I exercise question Value;
First exercise question adding device 507, the user's answer score value for judging each exercise question in Part I exercise question is No less than specified score value, if be less than, by the user's answer score value in Part I exercise question be less than specify score value topic Mesh is as wrong answer, and adds to this user corresponding mistake answer storehouse.
In the embodiment of the present invention, after Part I exercise question is recommended this user by the first exercise question recommendation unit 503, permissible Start the first answer acquiring unit 505.
Further, compared with the service equipment shown in Fig. 5, the service equipment shown in Fig. 6 can also include:
Second answer acquiring unit 508, for obtaining the user of each exercise question in the Part II exercise question that this user submits to Answer;
Second answer scoring unit 509, for the model answer according to exercise question each in Part II exercise question, to second In sub title mesh, user's answer of each exercise question is scored, and obtains user's answer scoring of each exercise question in Part II exercise question Value;
Second exercise question adding device 510, the user's answer score value for judging each exercise question in Part II exercise question is No less than specified score value, if be less than, by the user's answer score value in Part II exercise question be less than specify score value topic Mesh is as wrong answer, and adds to user's corresponding mistake answer storehouse.
In the embodiment of the present invention, after Part II exercise question is recommended this user by the second exercise question recommendation unit 504, permissible Start the second answer acquiring unit 508.
As a kind of optional embodiment, in the embodiment of the present invention, above-mentioned theme attribute can also include version, section Mesh and grade;Correspondingly, the first exercise question recommendation unit 503 obtains and this examination knowledge point, this target from background information storehouse The topic type Part I exercise question simultaneously mating of wrong answer the mode of recommending this user particularly as follows:
First exercise question recommendation unit 503 obtains the topic with this examination knowledge point, this target mistake answer from background information storehouse The Part I topic that type mates simultaneously, and judge whether Part I exercise question is mated with this version, subject and grade, such as simultaneously Fruit mates simultaneously, by Part I exercise question and recommend this user;
Correspondingly, the second exercise question recommendation unit 504 obtains matching with this examination knowledge point from background information storehouse Two part exercise questions and recommend this user mode particularly as follows:
Second exercise question recommendation unit 504 obtains the Part II topic matching with this examination knowledge point from background information storehouse Mesh, and judge whether Part II exercise question is mated with this version, subject and grade simultaneously, if mated simultaneously, by second Sub title mesh simultaneously recommends this user.
Wherein, implement the service equipment described by Fig. 6, user can be allowed weak spot in study to be test and consolidates Gu, can targetedly help user to improve its weak spot in the study.
Embodiment seven
Refer to Fig. 7, Fig. 7 is a kind of structural representation of mobile device disclosed in the embodiment of the present invention.As shown in fig. 7, This mobile device may include that
Transmitting element 701, obtains request for initiating exercise question to service equipment, it is autonomous that the acquisition request of this exercise question includes user The theme attribute selecting, this theme attribute at least includes knowledge point of taking an examination, so that the corresponding mistake of this user inquired about by service equipment answering Whether there is the target mistake answer matching with this examination knowledge point in exam pool, if it does, by service equipment from background information The Part I exercise question simultaneously mating with the topic type of this examination knowledge point, this target mistake answer is obtained in storehouse;
Receiving unit 702, for receiving the Part I exercise question of service equipment recommendation.
As a kind of optional embodiment, in the mobile device shown in Fig. 7:
Receiving unit 702, is additionally operable to receive the Part II exercise question that service equipment pushes, Part II exercise question is that service sets During for judging there is not, in this user corresponding mistake answer storehouse, the target mistake answer matching with this examination knowledge point, set by service The standby exercise question matching with this examination knowledge point obtaining from background information storehouse.
Wherein, implement the mobile device described by Fig. 7, user can be allowed weak spot in study to be test and consolidates Gu, can targetedly help user to improve its weak spot in the study.
Embodiment eight
Refer to Fig. 8, Fig. 8 is a kind of structural representation of exercise question commending system disclosed in the embodiment of the present invention.As Fig. 8 institute Show, this exercise question commending system can include service equipment 801 and mobile device 802, wherein, service equipment 801 passes through interconnection Net is communicated to connect with mobile device 802.Wherein, the function of service equipment 801, structure and the service equipment described by Fig. 5 or Fig. 6 Function, structure identical, and the function of mobile device 802, structure are identical with the function of the mobile device described by Fig. 7, structure, The embodiment of the present invention is not construed as limiting.Implement the exercise question commending system described by Fig. 8, user can be allowed to weakness click-through in study Row test and consolidation, can targetedly help user to improve its weak spot in the study.
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 the hardware instructing correlation by program, this 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 carry or data storage any other medium computer-readable.
Method and system, relevant device are recommended to carry out detailed Jie exercise question a kind of disclosed in the embodiment of the present invention above Continue, specific case used herein is set forth to the principle of the present invention and embodiment, the explanation of above example is only It is to be used to help understand the method for the present invention and its core concept;Simultaneously for one of ordinary skill in the art, according to this Bright thought, all will change in specific embodiments and applications, and in sum, this specification content should not be managed Solve as limitation of the present invention.

Claims (15)

1. a kind of exercise question recommends method it is characterised in that including:
Obtain Client-initiated exercise question and obtain request, described exercise question acquisition request includes the autonomous exercise question selecting of described user and belongs to Property, described theme attribute at least includes knowledge point of taking an examination;
Inquire about in described user corresponding mistake answer storehouse with the presence or absence of the target mistake answer matching with described examination knowledge point;
If it does, obtain from background information storehouse mate with the topic type of described examination knowledge point, the mistake answer of described target simultaneously Part I exercise question and recommend described user.
2. exercise question according to claim 1 recommends method it is characterised in that methods described also includes:
Obtain user's answer of each exercise question in the described Part I exercise question that described user submits to;
According to the model answer of each exercise question in described Part I exercise question, the use to each exercise question in described Part I exercise question Family answer is scored, and obtains user's answer score value of each exercise question in described Part I exercise question;
Judge whether user's answer score value of each exercise question in described Part I exercise question is less than and specify score value, if low In the exercise question that the described user's answer score value in described Part I exercise question is less than described specified score value is answered as mistake Topic, and add to described user corresponding mistake answer storehouse.
3. exercise question according to claim 1 and 2 recommends method it is characterised in that methods described also includes:
If there is not the target mistake answer matching with described examination knowledge point in described user corresponding mistake answer storehouse, from rear Obtain the Part II exercise question matching with described examination knowledge point in station information storehouse and recommend described user.
4. exercise question according to claim 3 recommends method it is characterised in that methods described also includes:
Obtain user's answer of each exercise question in the described Part II exercise question that described user submits to;
According to the model answer of each exercise question in described Part II exercise question, the use to each exercise question in described Part II exercise question Family answer is scored, and obtains user's answer score value of each exercise question in described Part II exercise question;
Judge whether user's answer score value of each exercise question in described Part II exercise question is less than and specify score value, if low In the exercise question that the described user's answer score value in described Part II exercise question is less than described specified score value is answered as mistake Topic, and add to described user corresponding mistake answer storehouse.
5. exercise question according to claim 4 recommends method it is characterised in that described theme attribute also includes version, subject And grade;Obtain the described storehouse from background information and mate with the topic type of described examination knowledge point, the mistake answer of described target simultaneously Part I exercise question and recommend described user and include:
The Part I simultaneously mating with the topic type of described examination knowledge point, the mistake answer of described target is obtained from background information storehouse Topic, and judge whether described Part I exercise question is mated with described version, subject and grade simultaneously, if mated simultaneously, will Described Part I exercise question simultaneously recommends described user;
Obtain the Part II exercise question matching with described examination knowledge point the described storehouse from background information and recommend described use Family, comprising:
Obtain, from background information storehouse, the Part II exercise question matching with described examination knowledge point, and judge described Part II Whether exercise question is mated with described version, subject and grade simultaneously, if mated simultaneously, by described Part II exercise question and recommend To described user.
6. a kind of exercise question recommends method it is characterised in that including:
Initiate exercise question to service equipment and obtain request, described exercise question obtains request and includes the autonomous theme attribute selecting of user, institute State theme attribute and at least include knowledge point of taking an examination, so that whether described service equipment is inquired about in described user corresponding mistake answer storehouse There is the target mistake answer matching with described examination knowledge point, if it does, by described service equipment from background information storehouse Obtain the Part I exercise question simultaneously mating with the topic type of described examination knowledge point, the mistake answer of described target;
Receive the described Part I exercise question that described service equipment is recommended.
7. exercise question according to claim 6 recommends method it is characterised in that methods described also includes:
Receive the Part II exercise question that described service equipment pushes, described Part II exercise question is that described service equipment judges described When there is not, in user's corresponding mistake answer storehouse, the target mistake answer matching with described examination knowledge point, by described service equipment The exercise question matching with described examination knowledge point obtaining from described background information storehouse.
8. a kind of service equipment is it is characterised in that include:
Acquisition request unit, obtains request for obtaining Client-initiated exercise question, described exercise question obtains request and includes described user The autonomous theme attribute selecting, described theme attribute at least includes knowledge point of taking an examination;
Wrong answer query unit, whether there is and described examination knowledge point phase for inquiring about in described user corresponding mistake answer storehouse The target mistake answer of coupling;
First exercise question recommendation unit, is to exist and described examination knowledge point for the Query Result in described mistake answer query unit During the target mistake answer matching, obtain the topic type with described examination knowledge point, the mistake answer of described target from background information storehouse The Part I exercise question that simultaneously mates simultaneously recommends described user.
9. service equipment according to claim 8 is it is characterised in that also include:
First answer acquiring unit, the user for obtaining each exercise question in the described Part I exercise question that described user submits to answers Case;
First answer scoring unit, for the model answer according to each exercise question in described Part I exercise question, to described first In part exercise question, user's answer of each exercise question is scored, and obtains user's answer of each exercise question in described Part I exercise question Score value;
First exercise question adding device, whether the user's answer score value for judging each exercise question in described Part I exercise question is low In specified score value, if being less than, the described user's answer score value in described Part I exercise question being less than described specifying and comments The exercise question of score value is as wrong answer, and adds to described user corresponding mistake answer storehouse.
10. service equipment according to claim 8 or claim 9 is it is characterised in that also include:
Second exercise question recommendation unit, is not exist and described examination knowledge for the Query Result in described mistake answer query unit During the target mistake answer that point matches, obtain the Part II exercise question matching with described examination knowledge point from background information storehouse And recommend described user.
11. service equipments according to claim 10 are it is characterised in that also include:
Second answer acquiring unit, the user for obtaining each exercise question in the described Part II exercise question that described user submits to answers Case;
Second answer scoring unit, for the model answer according to each exercise question in described Part II exercise question, to described second In part exercise question, user's answer of each exercise question is scored, and obtains user's answer of each exercise question in described Part II exercise question Score value;
Second exercise question adding device, whether the user's answer score value for judging each exercise question in described Part II exercise question is low In specified score value, if being less than, the described user's answer score value in described Part II exercise question being less than described specifying and comments The exercise question of score value is as wrong answer, and adds to described user corresponding mistake answer storehouse.
12. service equipments according to claim 11 it is characterised in that described theme attribute also include version, subject with And grade;Described first exercise question recommendation unit obtains and described examination knowledge point, the mistake answer of described target from background information storehouse The topic type Part I exercise question simultaneously mating and the mode of recommending described user particularly as follows:
Described first exercise question recommendation unit obtains the topic with described examination knowledge point, the mistake answer of described target from background information storehouse The Part I topic that type mates simultaneously, and judge described Part I exercise question whether with described version, subject and grade simultaneously Coupling, if mated simultaneously, by described Part I exercise question and recommend described user;
Described second exercise question recommendation unit obtains the Part II topic matching with described examination knowledge point from background information storehouse Mesh and recommend described user mode particularly as follows:
Described second exercise question recommendation unit obtains the Part II topic matching with described examination knowledge point from background information storehouse Mesh, and judge whether described Part II exercise question is mated with described version, subject and grade simultaneously, if mated simultaneously, will Described Part II exercise question simultaneously recommends described user.
A kind of 13. mobile devices are it is characterised in that include:
Transmitting element, obtains request for initiating exercise question to service equipment, described exercise question acquisition request includes user and independently selects Theme attribute, described theme attribute at least include take an examination knowledge point so that described service equipment inquire about described user corresponding Whether there is the target mistake answer matching with described examination knowledge point in wrong answer storehouse, if it does, by described service equipment The Part I topic simultaneously mated with the topic type of described examination knowledge point, the mistake answer of described target is obtained from background information storehouse Mesh;
Receiving unit, for receiving the described Part I exercise question that described service equipment is recommended.
14. mobile devices according to claim 13 it is characterised in that:
Described receiving unit, is additionally operable to receive the Part II exercise question that described service equipment pushes, described Part II exercise question is Described service equipment judges not existing the target mistake matching with described examination knowledge point in described user corresponding mistake answer storehouse During answer, the exercise question matching with described examination knowledge point that obtained from described background information storehouse by described service equipment.
A kind of 15. exercise question commending systems it is characterised in that include any one of claim 8~12 described in service equipment and Mobile device described in the arbitrary project of claim 13~14.
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CN108831229A (en) * 2018-03-30 2018-11-16 上海乂学教育科技有限公司 A kind of Chinese automatic grading method
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