CN106326417A - Test question data processing method and system - Google Patents
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- G06F16/30—Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
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- G09B—EDUCATIONAL OR DEMONSTRATION APPLIANCES; APPLIANCES FOR TEACHING, OR COMMUNICATING WITH, THE BLIND, DEAF OR MUTE; MODELS; PLANETARIA; GLOBES; MAPS; DIAGRAMS
- G09B7/00—Electrically-operated teaching apparatus or devices working with questions and answers
- G09B7/02—Electrically-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
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Abstract
The invention discloses a test question data processing method and system. According to the method, corresponding test questions can be obtained according to examination outline information, and duplicate checking can be performed on the test questions to delete repeated test questions to obtain a practice test question base. The method can be used to aim at the examination outline to obtain test question information and perform duplicate checking on the test questions, so that students can effectively o practice for examinations, answering the repeated questions is avoided, and the practice quality is improved. The method also can aim at the situations of the students, the test questions corresponding to knowledge points grasped by the students are avoided, the questions are given according to the situations of the students, the repeated questions are avoided, and the practicability of the method is strong.
Description
Technical field
The present invention relates to field of computer technology, be specifically related to a kind of examination question data processing method and system.
Background technology
In educational Publishing field, on-line study service platform has been increasingly becoming a kind of extremely important and typical product
Form.On-line study based on paper, test, learn again, be also the main learning style that provides of on-line study service platform it
One.At present, the paper of on-line study service platform is according to experience well-chosen examination question by teacher or professional editor personnel
Tissue, work efficiency is relatively low；Be additionally, since teacher or professional editor personnel is to set a question according to experience, by him
The Examination Papers ' Quality that provides can not be effectively for each student.Too many duplicate contents is had in being pushed to User,
Poor user experience；Study repetitive rate is high, and efficiency is low, and the personal considerations for student does not carries out test of setting a question.
Summary of the invention
The technical problem to be solved is to provide a kind of examination question data processing method and system, it is possible to effectively for
The situation of each student.
The technical scheme is that
According to one aspect of the present invention, it is provided that a kind of examination question data processing method, described method includes:
Each knowledge point information that S101, examination outline information list according to subject to be measured include, to be measured with described
The test item bank that subject is corresponding obtains and retries in exam pool to be checked with the examination question of described each knowledge point information matches storing；
S102, to be checked retrying according to preset rules exam pool extracts examination question obtain the topic that retries to be checked, and retry to be checked
Exam pool filters out and exceedes the examination question set of preset value with the described topic similarity that retries to be checked, obtain similar examination question set；
S103, respectively extract the described data characteristics retrying topic to be checked and in described similar examination question set the data of examination question special
Levy；
S104, in order be respectively adopted similarity algorithm calculate the data characteristics retrying topic to be checked with in similar examination question set
The similarity of the data characteristics of examination question, obtains and the described examination question retrying topic repetition to be checked according to similarity, and by it from described
The exam pool that retries to be checked is deleted, and obtains practising test item bank.
Beneficial effects of the present invention: the present invention provides a kind of examination question data processing method, it is possible to according to examination outline information
Obtain the examination question of correspondence, and examination question can be carried out duplicate checking, delete the examination question repeated, obtain practising test item bank.The present invention can pin
Examination outline is obtained test question information, and examination question is carried out duplicate checking, it is simple to student effectively practises for examination, and will not
Repeat to inscribe, improve exercise quality.
Further, described S101 specifically includes:
Obtain corresponding with each knowledge point information of described subject to be measured examination question storage address, and with described subject to be measured
The memory space that the address of examination question storage described in corresponding test item bank is pointed to obtains the examination corresponding with described each knowledge point information
Topic.
Use the beneficial effect of above-mentioned further scheme: obtain the examination question that the knowledge point of subject to be measured is corresponding, it is simple to for
The carrying out of property practises.
Further, described S102 specifically includes:
Using Boolean Model and the cosine law to calculate respectively, described to be checked to retry other examination questions in exam pool to be checked with described
Retrying the first Similarity value of topic, if described first Similarity value is more than presetting the first Similarity value, then this examination question is with described
The topic similarity that retries to be checked exceedes preset value, obtains similar examination question set.
Use the beneficial effect of above-mentioned further scheme: examination question is carried out duplicate checking, it is to avoid repeat to inscribe.
Further, described in described S103, data characteristics specifically includes the length of numeral, letter, Chinese character and Chinese character.
Use the beneficial effect of above-mentioned further scheme: judge similarity according to data characteristics.
Further, also include after described S104:
Obtain user's reply message to the examination question in described exercise test item bank, and detect described reply message whether with in advance
If the script of this examination question consistent, if unanimously, then by this examination question from described exercise data can delete and movement is to standby
Test item bank；If inconsistent, the most still this examination question is saved in described exercise test item bank.
Use the beneficial effect of above-mentioned further scheme: for the situation of student, the knowledge point after students is no longer
Occur, set a question according to the situation of student, it is to avoid repeat to inscribe.
According to another aspect of the present invention, it is provided that a kind of examination question data handling system, described system includes:
Coupling memory element, for each knowledge point information included according to the examination outline information list of subject to be measured,
In the test item bank corresponding with described subject to be measured, obtain the examination question with described each knowledge point information matches and store to treating duplicate checking
In test item bank；
Screening unit, for be checked retrying according to preset rules exam pool extract examination question obtaining the topic that retries to be checked, and from
To be checked retry exam pool filters out exceed the examination question set of preset value with the described topic similarity that retries to be checked, obtain similar examination question collection
Close；
Extraction unit, for extracting the described data characteristics retrying topic to be checked and examination question in described similar examination question set respectively
Data characteristics；
Computing unit, calculates the data characteristics retrying topic to be checked and similar examination for being respectively adopted similarity algorithm in order
The similarity of the data characteristics of examination question in topic set, obtains and the described examination question retrying topic repetition to be checked according to similarity；
Duplicate checking deletes unit, for deleting from the described exam pool that retries to be checked with the described examination question retrying topic repetition to be checked,
Obtain practising test item bank.
Beneficial effects of the present invention: the present invention provides a kind of examination question data handling system, it is possible to according to examination outline information
Obtain the examination question of correspondence, and examination question can be carried out duplicate checking, delete the examination question repeated, obtain practising test item bank.The present invention can pin
Examination outline is obtained test question information, and examination question is carried out duplicate checking, it is simple to student effectively practises for examination, and will not
Repeat to inscribe, improve exercise quality.
Further, described coupling memory element specifically for:
Obtain corresponding with each knowledge point information of described subject to be measured examination question storage address, and with described subject to be measured
The memory space that the address of examination question storage described in corresponding test item bank is pointed to obtains the examination corresponding with described each knowledge point information
Topic.
Use the beneficial effect of above-mentioned further scheme: obtain the examination question that the knowledge point of subject to be measured is corresponding, it is simple to for
The carrying out of property practises.
Further, described screening unit specifically for:
Using Boolean Model and the cosine law to calculate respectively, described to be checked to retry other examination questions in exam pool to be checked with described
Retrying the first Similarity value of topic, if described first Similarity value is more than presetting the first Similarity value, then this examination question is with described
The topic similarity that retries to be checked exceedes preset value, obtains similar examination question set.
Use the beneficial effect of above-mentioned further scheme: examination question is carried out duplicate checking, it is to avoid repeat to inscribe.
Further, described in described extraction unit, data characteristics specifically includes the length of numeral, letter, Chinese character and Chinese character.
Use the beneficial effect of above-mentioned further scheme: judge similarity according to data characteristics.
Further, described system also includes:
Unit is deleted in detection, for obtaining user's reply message to the examination question in described exercise test item bank, and detects institute
State reply message the most consistent with the script of this default examination question, if unanimously, then can from described exercise data by this examination question
Middle deletion is the most mobile to standby test item bank；If inconsistent, the most still this examination question is saved in described exercise test item bank.
Use the beneficial effect of above-mentioned further scheme: for the situation of student, the knowledge point after students is no longer
Occur, set a question according to the situation of student, it is to avoid repeat to inscribe.
Accompanying drawing explanation
Fig. 1 is a kind of examination question data processing method flow chart of the embodiment of the present invention one；
Fig. 2 is a kind of examination question data handling system schematic diagram of the embodiment of the present invention two.
Detailed description of the invention
Being described principle and the feature of the present invention below in conjunction with accompanying drawing, example is served only for explaining the present invention, and
Non-for limiting the scope of the present invention.
Embodiment one, a kind of examination question data processing method.The method provided the present embodiment below in conjunction with Fig. 1 is carried out in detail
Explanation.
See Fig. 1, a kind of examination question data processing method, said method comprising the steps of:
Each knowledge point information that S101, examination outline information list according to subject to be measured include, to be measured with described
The test item bank that subject is corresponding obtains and retries in exam pool to be checked with the examination question of described each knowledge point information matches storing.
Obtain corresponding with each knowledge point information of described subject to be measured examination question storage address, and with described subject to be measured
The memory space that the address of examination question storage described in corresponding test item bank is pointed to obtains the examination corresponding with described each knowledge point information
Topic.
S102, to be checked retrying according to preset rules exam pool extracts examination question obtain the topic that retries to be checked, and retry to be checked
Exam pool filters out and exceedes the examination question set of preset value with the described topic similarity that retries to be checked, obtain similar examination question set.
Concrete, described preset rules includes ergodic algorithm, it may be assumed that by examination question that ordinal number in exam pool is 1, first and ordinal number is 2
Examination question compares, it is judged that continues searching loop after completing and goes down and compare one by one.Boolean Model and the cosine law is used to calculate respectively
Go out described to be checked to retry other examination questions and described the first Similarity value retrying topic to be checked in exam pool, if described first similarity
Value is more than presetting the first Similarity value, then this examination question exceedes preset value with the described topic similarity that retries to be checked, obtains similar examination question
Set.
S103, respectively extract the described data characteristics retrying topic to be checked and in described similar examination question set the data of examination question special
Levy.
Concrete, described data characteristics specifically includes the length of numeral, letter, Chinese character and Chinese character.
S104, in order be respectively adopted similarity algorithm calculate the data characteristics retrying topic to be checked with in similar examination question set
The similarity of the data characteristics of examination question, obtains and the described examination question retrying topic repetition to be checked according to similarity, and by it from described
The exam pool that retries to be checked is deleted, and obtains practising test item bank.
Concrete, extract the described data characteristics retrying topic to be checked and each examination question in described similar examination question set respectively
Data characteristics, in order that the data characteristics of examination question in described similar examination question set is special with the described data retrying topic to be checked respectively
Levy input and preset the similarity algorithm calculating similarity using correspondence in decision-tree model, obtain according to similarity to be checked with described
Retry the examination question that topic repeats.
Concrete, if the described data characteristics retrying topic to be checked and the data characteristics of examination question in described similar examination question set
Do not comprise numeral and letter, use Jaro Distance algorithm to judge in described similar examination question set, whether examination question is treated with described
Duplicate checking examination question repeats, and obtains and the described examination question retrying topic repetition to be checked.
If the described data characteristics retrying topic to be checked does not comprises with the data characteristics of examination question in described similar examination question set
Numeral, comprises letter, and in described similar examination question set, whether examination question repeats with the described topic that retries to be checked to use Dice coefficient to judge,
Obtain and the described examination question retrying topic repetition to be checked.
If the described data characteristics retrying topic to be checked comprises number with the data characteristics of examination question in described similar examination question set
Word and Chinese character, and the length of Chinese character is less than preset length, extracts the described data characteristics retrying topic to be checked and described similar examination question
Numeral in the data characteristics of examination question in set, uses maximum common subsequence to calculate the second Similarity value of the two, and adopts
The two third phase is calculated like angle value, according to described second Similarity value and described third phase seemingly by Boolean Model and the cosine law
Angle value, obtains and the described examination question retrying topic repetition to be checked.
If the described data characteristics retrying topic to be checked comprises number with the data characteristics of examination question in described similar examination question set
Word, Chinese character and capitalization, the length of Chinese character is more than or equal to described preset length simultaneously, and capitalization is individual less than presetting
Number, extracts the described data characteristics retrying topic to be checked and the numeral in the data characteristics of examination question in described similar examination question set, makes
Calculate the 4th Similarity value of the two by maximum common subsequence, and use Dice coefficient calculations the 5th Similarity value, according to
Described 4th Similarity value and described 5th Similarity value, obtain and the described examination question retrying topic repetition to be checked.
If the described data characteristics retrying topic to be checked comprises number with the data characteristics of examination question in described similar examination question set
Word, Chinese character and capitalization, the length of Chinese character is more than or equal to described preset length simultaneously, and capitalization is more than or equal to pre-
If number, extract the described data characteristics retrying topic to be checked and the number in the data characteristics of examination question in described similar examination question set
Word, uses maximum common subsequence to calculate the 6th Similarity value of the two, according to described 6th Similarity value, obtains treating with described
The examination question that duplicate checking examination question repeats.
Described first presets Similarity value equal to 0.7；Described second preset Similarity value, the 3rd preset Similarity value,
Four preset Similarity value and the 6th presets Similarity value and is equal to 0.9；Described 5th presets Similarity value equal to 1.
It addition, obtain user's reply message to the examination question in described exercise test item bank, and detect described reply message and be
The script of this examination question that is no and that preset is consistent, if unanimously, then by this examination question from described exercise data can deletion movement
To standby test item bank；If inconsistent, the most still this examination question is saved in described exercise test item bank.
Embodiment two, a kind of examination question data handling system.The system provided the present embodiment below in conjunction with Fig. 2 is carried out in detail
Explanation.
In Fig. 2, a kind of examination question data handling system that the present embodiment provides, described system includes mating memory element, sieve
Menu unit, extraction unit, computing unit, duplicate checking delete unit and detection deletion unit.
Coupling memory element, for each knowledge point information included according to the examination outline information list of subject to be measured,
In the test item bank corresponding with described subject to be measured, obtain the examination question with described each knowledge point information matches and store to treating duplicate checking
In test item bank.
Concrete, described coupling memory element, for obtaining the examination corresponding with each knowledge point information of described subject to be measured
Topic storage address, and the memory space that examination question storage address is pointed to described in the test item bank corresponding with described subject to be measured are obtained
Take the examination question corresponding with described each knowledge point information.
Screening unit, for be checked retrying according to preset rules exam pool extract examination question obtaining the topic that retries to be checked, and from
To be checked retry exam pool filters out exceed the examination question set of preset value with the described topic similarity that retries to be checked, obtain similar examination question collection
Close.
Concrete, described screening unit, it is used for using Boolean Model and the cosine law to calculate described to be checked retry respectively
Other examination questions and described the first Similarity value retrying topic to be checked in exam pool, if described first Similarity value is more than presetting first
Similarity value, then this examination question exceedes preset value with the described topic similarity that retries to be checked, obtains similar examination question set.Described default rule
Then include ergodic algorithm, it may be assumed that first compared with the examination question that ordinal number is 2 by the examination question that ordinal number in exam pool is 1, it is judged that continue after completing
Searching loop goes down and compares one by one.
Extraction unit, for extracting the described data characteristics retrying topic to be checked and examination question in described similar examination question set respectively
Data characteristics.
Concrete, described data characteristics specifically includes the length of numeral, letter, Chinese character and Chinese character.
Computing unit, calculates the data characteristics retrying topic to be checked and similar examination for being respectively adopted similarity algorithm in order
The similarity of the data characteristics of examination question in topic set, obtains and the described examination question retrying topic repetition to be checked according to similarity.
Concrete, if described computing unit is specifically for the described data characteristics retrying topic to be checked and described similar examination question
In set, the data characteristics of examination question does not comprise numeral and letter, uses Jaro Distance algorithm to judge described similar examination question collection
In conjunction, whether examination question repeats with the described topic that retries to be checked, obtains and the described examination question retrying topic repetition to be checked；If it is described to be checked
The data characteristics retrying topic does not comprise numeral with the data characteristics of examination question in described similar examination question set, comprises letter, uses
Dice coefficient judges in described similar examination question set whether examination question repeats with the described topic that retries to be checked, obtains to be checked retrying with described
The examination question that topic repeats；If the described data characteristics retrying topic to be checked and the data characteristics bag of examination question in described similar examination question set
Containing numeral and Chinese character, and the length of Chinese character is less than preset length, extracts the described data characteristics retrying topic to be checked similar with described
Numeral in the data characteristics of examination question in examination question set, uses maximum common subsequence to calculate the second Similarity value of the two, and
And use Boolean Model and the cosine law to calculate the third phase of the two like angle value, according to described second Similarity value and the described 3rd
Similarity value, obtains and the described examination question retrying topic repetition to be checked；If the described data characteristics retrying topic to be checked and described phase
Comprising numeral, Chinese character and capitalization like the data characteristics of examination question in examination question set, the length of Chinese character is more than or equal to institute simultaneously
State preset length, and capitalization is less than predetermined number, extracts the described data characteristics retrying topic to be checked and described similar examination question
Numeral in the data characteristics of examination question in set, uses maximum common subsequence to calculate the 4th Similarity value of the two, and adopts
With Dice coefficient calculations the 5th Similarity value, according to described 4th Similarity value and described 5th Similarity value, obtain with described
The examination question retrying topic repetition to be checked；If the described data characteristics retrying topic to be checked and the number of examination question in described similar examination question set
Comprising numeral, Chinese character and capitalization according to feature, the length of Chinese character is more than or equal to described preset length, and capitalization simultaneously
More than or equal to predetermined number, extract the described data characteristics retrying topic to be checked and the data of examination question in described similar examination question set
Numeral in feature, uses maximum common subsequence to calculate the 6th Similarity value of the two, according to described 6th Similarity value,
The examination question repeated is inscribed to described to be checked retrying.
Duplicate checking deletes unit, for deleting from the described exam pool that retries to be checked with the described examination question retrying topic repetition to be checked,
Obtain practising test item bank.
Unit is deleted in detection, for obtaining user's reply message to the examination question in described exercise test item bank, and detects institute
State reply message the most consistent with the script of this default examination question, if unanimously, then can from described exercise data by this examination question
Middle deletion is the most mobile to standby test item bank；If inconsistent, the most still this examination question is saved in described exercise test item bank.
A kind of examination question data processing method of present invention offer and system, it is possible to obtain correspondence according to examination outline information
Examination question, and examination question can be carried out duplicate checking, delete the examination question repeated, obtain practising test item bank.The present invention can be for examination outline
Obtain test question information, and examination question carried out duplicate checking, it is simple to student effectively practises for examination, and will not repeat to inscribe,
Improve exercise quality, and can be for the situation of student, examination question corresponding to knowledge point after students no longer occurs, root
Set a question according to the situation of student, it is to avoid repeat to inscribe.
The foregoing is only presently preferred embodiments of the present invention, not in order to limit the present invention, all spirit in the present invention and
Within principle, any modification, equivalent substitution and improvement etc. made, should be included within the scope of the present invention.
Claims (10)
1. an examination question data processing method, it is characterised in that described method includes:
Each knowledge point information that S101, examination outline information list according to subject to be measured include, with described subject to be measured
Corresponding test item bank obtains the examination question with described each knowledge point information matches storing retry in exam pool to be checked；
S102, to be checked retrying according to preset rules exam pool extracts examination question obtain the topic that retries to be checked, and retry exam pool to be checked
In filter out and exceed the examination question set of preset value with the described topic similarity that retries to be checked, obtain similar examination question set；
S103, extract the described data characteristics retrying topic to be checked and the data characteristics of examination question in described similar examination question set respectively；
S104, it is respectively adopted similarity algorithm in order and calculates the data characteristics retrying topic to be checked and examination question in similar examination question set
The similarity of data characteristics, obtain according to similarity and described to be checked retry the examination question that topic repeats, and by it from described to be checked
Retry exam pool to delete, obtain practising test item bank.
2. a kind of examination question data processing method as claimed in claim 1, it is characterised in that described S101 specifically includes:
Obtain the examination question storage address corresponding with each knowledge point information of described subject to be measured, and corresponding with described subject to be measured
Test item bank described in the memory space that points to of examination question storage address obtains the examination question corresponding with described each knowledge point information.
3. a kind of examination question data processing method as claimed in claim 1, it is characterised in that described S102 specifically includes:
Use Boolean Model and the cosine law to calculate described other examination questions that retry in exam pool to be checked respectively to be checked to retry with described
First Similarity value of topic, if described first Similarity value is more than presetting the first Similarity value, then this examination question is to be checked with described
Retry topic similarity and exceed preset value, obtain similar examination question set.
4. a kind of examination question data processing method as claimed in claim 1, it is characterised in that data characteristics described in described S103
Specifically include the length of numeral, letter, Chinese character and Chinese character.
5. a kind of examination question data processing method as claimed in claim 1, it is characterised in that also include after described S104:
Obtain user's reply message to the examination question in described exercise test item bank, and whether detect described reply message with default
The script of this examination question is consistent, if unanimously, then by this examination question from described exercise data can delete and movement is to standby examination question
Storehouse；If inconsistent, the most still this examination question is saved in described exercise test item bank.
6. an examination question data handling system, it is characterised in that described system includes:
Coupling memory element, for each knowledge point information of including according to the examination outline information list of subject to be measured, with
The test item bank that described subject to be measured is corresponding obtains and the examination question of described each knowledge point information matches store and retry topic to be checked
In storehouse；
Screening unit, for extracting examination question according to preset rules obtain the topic that retries to be checked, and to be checked to be checked retrying exam pool
Retry exam pool filters out and exceed the examination question set of preset value with the described topic similarity that retries to be checked, obtain similar examination question set；
Extraction unit, for extracting the described data characteristics retrying topic to be checked and the number of examination question in described similar examination question set respectively
According to feature；
Computing unit, calculates the data characteristics retrying topic to be checked and similar examination question collection for being respectively adopted similarity algorithm in order
The similarity of the data characteristics of examination question in conjunction, obtains and the described examination question retrying topic repetition to be checked according to similarity；
Duplicate checking deletes unit, for by deleting from the described exam pool that retries to be checked with the described examination question retrying topic repetition to be checked, obtaining
Exercise test item bank.
7. a kind of examination question data handling system as claimed in claim 6, it is characterised in that described coupling memory element is specifically used
In:
Obtain the examination question storage address corresponding with each knowledge point information of described subject to be measured, and corresponding with described subject to be measured
Test item bank described in the memory space that points to of examination question storage address obtains the examination question corresponding with described each knowledge point information.
8. examination question data handling system as claimed in claim 6 a kind of, it is characterised in that described screening unit specifically for:
Use Boolean Model and the cosine law to calculate described other examination questions that retry in exam pool to be checked respectively to be checked to retry with described
First Similarity value of topic, if described first Similarity value is more than presetting the first Similarity value, then this examination question is to be checked with described
Retry topic similarity and exceed preset value, obtain similar examination question set.
9. a kind of examination question data handling system as claimed in claim 6, it is characterised in that data described in described extraction unit
Feature specifically includes the length of numeral, letter, Chinese character and Chinese character.
10. a kind of examination question data handling system as claimed in claim 6, it is characterised in that also include:
Unit is deleted in detection, for obtaining user's reply message to the examination question in described exercise test item bank, and answers described in detection
Complex information is the most consistent with the script of this default examination question, if unanimously, then by this examination question from described exercise data can delete
Remove and move to standby test item bank；If inconsistent, the most still this examination question is saved in described exercise test item bank.
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