CN107784379A - A kind of application for studying abroad forecasting system and method - Google Patents
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Abstract
A kind of application for studying abroad forecasting system, including applicant's information module, with reference to student database, study abroad school's database, computing module, matching module, output module.A kind of application for studying abroad Forecasting Methodology, using foregoing application for studying abroad forecasting system, its content includes, and obtains the essential information of application for studying abroad student；According to the essential information of application for studying abroad student at this stage, the relating value for the reference student for studying abroad admission notice is calculated and possessed；According to application for studying abroad student and the relating value with reference to student, the relating value of school is calculated and studied abroad；The relating value obtained according to computing module, what matching application for studying abroad student was adapted to studies abroad school；School, output displaying are studied abroad by what matching module was drawn.According to the application for studying abroad forecasting system and method for the present invention, the degree of accuracy of analysis prediction result is improved, operating efficiency is high, can quickly provide the analysis prediction opinion of high quality.
Description
Technical field
The present invention relates to a kind of application for studying abroad forecasting system and method.
Background technology
At present, application for studying abroad prediction is matched by the former years enrollment score line of school, is learned when obtaining one
After raw essential information, recommend to show by filtering out the school met after each fractional matching, and to student.
Current existing application for studying abroad prediction scheme, essentially according to basic fraction and the school's former years enrollment fraction of student
Contrasted, situation about being met completely according to fraction is matched.Because without the addition of other factors, calculation is single,
The prediction result degree of accuracy may be caused to substantially reduce.And carry out application for studying abroad point often through artificial or simple accessory system
Analysis and prediction, operating efficiency is low, and reliability is relatively low, can not quickly provide the analysis prediction opinion of high quality.
The content of the invention
In view of situation above, in order to solve the problems, such as that above-mentioned technology is present, the present invention proposes a kind of application for studying abroad prediction system
System, including applicant's information module, for obtaining application for studying abroad student's essential information；With reference to student database, for including
Possess the information for the reference student for studying abroad admission notice；School's database is studied abroad, admission notice is studied abroad for including to have possessed
The information for studying abroad school where the reference student of book；Computing module, Shen is studied abroad for what is obtained according to applicant's information module
Please student essential information, with reference to student database and/or studying abroad school database association and calculating, obtain application for studying abroad student
With referring to student and/or studying abroad the relating value of school；Matching module, for the relating value obtained according to computing module, matching is stayed
What application student was adapted to studies abroad school；Output module, school is studied abroad for draw matching module, output, which shows, studies abroad
Apply for student, and enumerate each result for studying abroad school's matching.
In the application for studying abroad forecasting system according to the present invention, it is preferable that described applicant's information module is obtained and studied abroad
The essential information for applying for student is the essential information of application for studying abroad student at this stage.
In the application for studying abroad forecasting system according to the present invention, it is preferable that described applicant's information module and reference is learned
School, specialty, grade, subject fraction, practical experience where the information that raw database is obtained or included includes but is not limited to.
A kind of application for studying abroad Forecasting Methodology, using foregoing application for studying abroad forecasting system, its content includes, and Shen is studied abroad in acquisition
Please student essential information；According to the essential information of application for studying abroad student at this stage, calculate and possess and study abroad admission notice
Reference student relating value；According to application for studying abroad student and the relating value with reference to student, calculate with studying abroad associating for school
Value；The relating value obtained according to computing module, what matching application for studying abroad student was adapted to studies abroad school；Stayed what matching module was drawn
Learn school, output displaying.
According to the present invention application for studying abroad Forecasting Methodology in, it is preferable that it is described according to application for studying abroad student at this stage
Essential information, calculate and possess the relating value of the reference student for studying abroad admission notice, its content includes, according to studying abroad Shen
Please student all essential information fields, respectively from possessing the ginseng of identical information field with it with reference to filtering out in student database
Take an entrance examination life；According to the significance level of different information fields, weight setting is carried out；Calculate the reference related to application for studying abroad student
Student；By application for studying abroad student and the score with reference to student, their similarity is got；According to application for studying abroad student and ginseng
Take an entrance examination raw similarity comparison, be ranked up, obtain and the different degrees of association with reference to student；Student is referred to according to degree of association structure
Contingency table.
In the application for studying abroad Forecasting Methodology according to the present invention, it is preferable that described according to application for studying abroad student and reference
The relating value of student, the relating value of school is calculated and studies abroad, its content includes, according to application for studying abroad student with reference student's
Incidence relation, the related reference growth result with reference to student is associated with application for studying abroad student；By reference to student
With the degree of association of application for studying abroad student, reference growth result is calculated relative to the degree of association of application for studying abroad student；Pass through
The possible reference growth result of application for studying abroad student filters out same possessing from database and studies abroad admission notice once again
The extended reference student of book；Weight setting is carried out to extended reference student；By extended reference student with being stayed with reference to student
The school of studying abroad for learning notice is associated with application for studying abroad student；By extended reference student, the weight with reference to student and
The number for studying abroad school calculates and studied abroad the relating value of school.
In the application for studying abroad Forecasting Methodology according to the present invention, it is preferable that the association obtained according to computing module
Value, what matching application for studying abroad student was adapted to studies abroad school, and its content includes, according to application for studying abroad student and associating with reference to student
Value, by its possible growth curve and development track, a pixel is set；According to application for studying abroad student and the pass for studying abroad school
Connection value, and school's own situation is studied abroad, calculate a pixel number to study abroad school；According to the pixel number for studying abroad school
Combined with the pixel of application for studying abroad student and draw a picture element matrix；The position in picture element matrix according to where pixel,
What matching application for studying abroad student was adapted to studies abroad school, and school is studied abroad near pixel where obtaining application for studying abroad student.
In the application for studying abroad Forecasting Methodology according to the present invention, it is preferable that described to study abroad by what matching module was drawn
School, output displaying, its content includes, by matching module draw it is related study abroad school, by the size of the degree of correlation, study abroad
The influence factors such as the popularity in school, qualification carry out ranking；Individual character is carried out according to other influence factors outside above-mentioned influence factor
The sequence of change；Show ranking/ranking results output and to application for studying abroad student.
, being capable of basis according to the application for studying abroad forecasting system and method for the present invention after technology proposed by the present invention is taken
The essential information and demand of application for studying abroad student, calculate application for studying abroad student and study abroad the relating value of school, and according to relating value
School is studied abroad to application for studying abroad student displaying；In addition to according to application for studying abroad student's present case, also according to studying abroad Shen
Please the similar reference student data of student's essential information, get the development track of its possibility, realize intelligent, personalized
Application for studying abroad analysis prediction so as to application for studying abroad student show study abroad school can meet well different students development need
Ask.According to the application for studying abroad forecasting system and method for the present invention, because introducing application for studying abroad student, with reference to student and studying abroad
The related relation factor in school, by detailed reliable association and analysis, improve the degree of accuracy of analysis prediction result.Due to all
Analysis work is all performed in real time by system, and operating efficiency is high, and reliability is also high, can quickly provide the analysis prediction of high quality
Opinion.
Brief description of the drawings
Fig. 1 shows application for studying abroad forecasting system structural representation according to embodiments of the present invention
Fig. 2 shows application for studying abroad Forecasting Methodology flow chart according to embodiments of the present invention
Fig. 3 shows the side for calculating and possessing the relating value for the reference student for studying abroad admission notice according to embodiments of the present invention
Method flow chart
Fig. 4 shows the method flow diagram for the relating value for calculating and studying abroad according to embodiments of the present invention school
Fig. 5 shows the method flow diagram for studying abroad school that matching application for studying abroad student is adapted to according to embodiments of the present invention
Fig. 6 shows the method flow diagram for studying abroad school that output displaying matching module is drawn according to embodiments of the present invention
Embodiment
Each preferred embodiment of the present invention is described below with reference to accompanying drawings.There is provided referring to the drawings
Description, to help to the understanding of the example embodiment of the invention limited by appended claims and their equivalents.It includes side
Assistant solution various details, but they can only be counted as it is exemplary.Therefore, it would be recognized by those skilled in the art that
Embodiment described herein can be made various changes and modifications, without departing from scope and spirit of the present invention.Moreover, in order to
Make specification more clear succinct, will omit pair it is well known that function and the detailed description of construction.
As shown in figure 1, a kind of application for studying abroad forecasting system, including applicant's information module, for obtaining application for studying abroad
Raw essential information；With reference to student database, the information for the reference student for studying abroad admission notice has been possessed for including；Study abroad
School database, the information for studying abroad school studied abroad where the reference student of admission notice is possessed for including；Computing module,
For the essential information of the application for studying abroad student obtained according to applicant's information module, with referring to student database and/or studying abroad
School's database association calculates, and obtains application for studying abroad student and reference student and/or the relating value for studying abroad school；Matching module,
For the relating value obtained according to computing module, what matching application for studying abroad student was adapted to studies abroad school；Output module, for general
School is studied abroad with what module was drawn, output shows application for studying abroad student, and enumerates each result for studying abroad school's matching.
As shown in Fig. 2 using the application for studying abroad Forecasting Methodology of above-mentioned application for studying abroad forecasting system, obtained first in step S10
The essential information of application for studying abroad student is taken, these essential informations are inputted and are stored in applicant's information module, are application for studying abroad
The essential information of student at this stage, school, specialty, grade, subject fraction, practice where these essential informations include but is not limited to
Experience, and can as the case may be with need carry out adaptability extension.
In the processing of essential information data, after the current essential information of application for studying abroad student typing oneself and preservation, deposit
Store up in database, system assigns unique ID as mark, ID and name, contact method, school, specialty, grade, subject fraction
Contacted Deng foundation, by the ID for obtaining application for studying abroad student, you can obtain its essential information at this stage.With reference to student database
Also handled using the method with the information data for studying abroad school's database, subsequently no longer illustrated respectively, its letter of different databases
There are various ways in breath source, be not limited to student's typing, can also take other collection methods.Applicant's information module obtains
Information data and the system analyzing and processing after data can also subsequently take in reference to student database and studying abroad school's data
Among storehouse.
In order to it is accurate and it is personalized to application for studying abroad student displaying may meet study abroad school, meet different students
Demand, information data that applicant's information module obtains and with reference to student database and study abroad the information content of school's database
One or more than one same information contents be present, by the essential information of application for studying abroad student at this stage and refer to number of students
The reference student for having studied abroad admission notice according to having been taken present in storehouse is associated.
In step S20, computing module transfers the essential information of application for studying abroad student, root from applicant's information module
According to the essential information of application for studying abroad student at this stage, the essential information with reference to the reference student in student database is transferred, is calculated
Go out and possess the relating value for the reference student for studying abroad admission notice.This partial content as shown in figure 3, step S21 first according to
All essential information fields of application for studying abroad student, filtered out from reference student database possess identical information word with it respectively
The reference student of section；Then step S22 carries out weight setting, different letters here according to the significance level of different information fields
The significance level of breath field can be set according to the demand of application for studying abroad student, can also be according to different information fields to reference to
Raw smoothly application is set to the influence power for studying abroad school, can also be set according to the analysis of system developer or manager
It is fixed；Then step S23 calculates the reference student related to application for studying abroad student, i.e., exists with application for studying abroad student in identical
The reference student of the information field of appearance；By application for studying abroad student and the score with reference to student in step S24, them are got
Similarity, similarity mainly identified by information field, have more identical information field student similarity compared with
It is high；Step S25 is ranked up according to application for studying abroad student and the similarity comparison with reference to student, obtains referring to student from different
The degree of association；Student's contingency table is referred to according to degree of association structure in step S26, contingency table can according to the height of the degree of association that is,
Have with reference to student with application for studying abroad student's identical information field number sort, can also combining information weight carry out
Amendment, quoted with reference to student's contingency table data retention in database for subsequent analysis.
As shown in Figure 2 and Figure 4, computing module is in step s 30 according to the application for studying abroad student above calculated and reference
The relating value of student, the data message for studying abroad school is transferred from studying abroad in school's database, is calculated with studying abroad associating for school
Value.Its specific method includes step S31, according to application for studying abroad student and the incidence relation with reference to student, by related reference
The reference growth result of student is associated with application for studying abroad student；Then step S32 is by reference to student and application for studying abroad
The raw degree of association, to being calculated with reference to student with reference to growth result relative to the degree of association of application for studying abroad student；Step S33
Same possessing is filtered out from database by the possible reference growth result of application for studying abroad student once again and studies abroad admission
The extended reference student of notice；Step S34 carries out weight setting to extended reference student；Step S35 passes through extended reference
The school of studying abroad that student studies abroad notice with being obtained with reference to student is associated with application for studying abroad student；Step S36 passes through extension
Weight with reference to student, with reference to student and study abroad the number of school and calculate and study abroad the relating value of school.
As shown in Figure 2 and Figure 5, Shen is studied abroad in the relating value that matching module obtains according to computing module in step S40, matching
Please student be adapted to study abroad school.Its specific steps includes, and S41 presses according to application for studying abroad student and the relating value with reference to student
Its possible growth curve and development track, a pixel is set in matching module；Step S42 is according to application for studying abroad
Give birth to and study abroad the relating value of school, and study abroad school's own situation, a pixel number is calculated to study abroad school；Step
S43 is combined with the pixel of application for studying abroad student according to the pixel number for studying abroad school and is drawn a picture element matrix；Step S44
The position in picture element matrix according to where pixel, what matching application for studying abroad student was adapted to studies abroad school, obtains application for studying abroad
Where student school is studied abroad near pixel.
It should be noted that the function different instructions for performing calculating computing module and matching module are pressed in the present embodiment,
In fact, both modules can be set respectively, setting can also be integrated, the present invention does not restrict to it,
By it, separately elaboration is intended merely to the facility expressed, and does not represent and it is construed as limiting.
In step s 50, as shown in Fig. 2 output module studies abroad school, output displaying by what matching module was drawn.It has
Body includes, step S51 by matching module draw it is related study abroad school, by the size of the degree of correlation, study abroad the well-known of school
The influence factors such as degree, qualification carry out ranking；Step S52 carries out individual character according to other influence factors outside above-mentioned influence factor
The sequence of change；Step S53 is shown ranking/ranking results output and to application for studying abroad student.The analysis for exporting displaying herein is pre-
Result is surveyed, can be by the obtained results of step S51 or the result obtained by step S52, or perform simultaneously
Result obtained by both.
Application for studying abroad forecasting system according to embodiments of the present invention and method, can be according to the basic letter of application for studying abroad student
Breath and demand, calculate application for studying abroad student and study abroad the relating value of school, and stayed according to relating value to application for studying abroad student displaying
Learn school；In addition to according to application for studying abroad student's present case, also according to similar to application for studying abroad student's essential information
With reference to student data, the development track of its possibility is got, intelligent, personalized application for studying abroad analysis prediction is realized, makes
Study abroad school to what application for studying abroad student showed and can meet the growth requirement of different students well.According to studying abroad for the present invention
Apply for forecasting system and method, because introducing application for studying abroad student, with reference to student and the related relation factor for studying abroad school, lead to
Detailed reliable association and analysis are crossed, improves the degree of accuracy of analysis prediction result.Because all analysis work are all by system
Perform in real time, operating efficiency is high, and reliability is also high, can quickly provide the analysis prediction opinion of high quality.
The present invention is described in detail above, principle and embodiment party of the specific case used herein to the present invention
Formula is set forth, and the explanation of above example is only intended to help the method and its core concept for understanding the present invention；It is meanwhile right
In those of ordinary skill in the art, according to the thought of the present invention, change is had in specific embodiments and applications
Part, in summary, this specification content should not be construed as limiting the invention.
Through the above description of the embodiments, those skilled in the art can be understood that the present invention can be real
Apply.Certainly, above listed situation is merely illustrative, and the present invention is not limited to this.It should be appreciated by those skilled in the art root
According to other deformations or simplified of technical solution of the present invention, the present invention can be suitably applied to, and this hair should be included in
In bright scope.
Claims (8)
1. a kind of application for studying abroad forecasting system, including applicant's information module, for obtaining application for studying abroad student's essential information；Ginseng
Student database is examined, the information for the reference student for studying abroad admission notice has been possessed for including；School's database is studied abroad, is used for
Include the information for studying abroad school for having possessed and having studied abroad where the reference student of admission notice；Computing module, for according to application
The essential information for the application for studying abroad student that person's information module obtains, closed with referring to student database and/or studying abroad school's database
Online is calculated, and obtains application for studying abroad student and reference student and/or the relating value for studying abroad school；Matching module, for according to calculating
The relating value that module obtains, what matching application for studying abroad student was adapted to studies abroad school；Output module, for draw matching module
School is studied abroad, output shows application for studying abroad student, and enumerates each result for studying abroad school's matching.
A kind of 2. application for studying abroad forecasting system according to claim 1, it is characterised in that described applicant's information module
The essential information for obtaining application for studying abroad student is the essential information of application for studying abroad student at this stage.
A kind of 3. application for studying abroad forecasting system according to claim 1, it is characterised in that described applicant's information module
School, specialty, grade, subject fraction, practice where including but is not limited to the information for obtaining or including with reference to student database
Experience.
4. a kind of application for studying abroad Forecasting Methodology, using the application for studying abroad forecasting system any one of claims 1 to 3, its
Content includes,
S10 obtains the essential information of application for studying abroad student；
Essential informations of the S20 according to application for studying abroad student at this stage, calculate and possess the reference student for studying abroad admission notice
Relating value；
S30 calculates and studied abroad the relating value of school according to application for studying abroad student and the relating value with reference to student；
The relating value that S40 obtains according to computing module, what matching application for studying abroad student was adapted to studies abroad school；
S50 studies abroad school, output displaying by what matching module was drawn.
5. a kind of application for studying abroad Forecasting Methodology according to claim 4, it is characterised in that described according to application for studying abroad
Raw essential information at this stage, the relating value for the reference student for studying abroad admission notice being calculated and possesses, its content includes,
S21 is filtered out from reference student database gathered around with it respectively according to all essential information fields of application for studying abroad student
There is the reference student of identical information field；
S22 carries out weight setting according to the significance level of different information fields；
S23 calculates the reference student related to application for studying abroad student；
S24 gets their similarity by application for studying abroad student and the score with reference to student；
S25 is ranked up, obtained from different with reference to student's according to application for studying abroad student and the similarity comparison with reference to student
The degree of association；
S26 refers to student's contingency table according to degree of association structure.
6. a kind of application for studying abroad Forecasting Methodology according to claim 4, it is characterised in that described according to application for studying abroad
The raw relating value with reference to student, the relating value of school being calculated and studies abroad, its content includes,
S31 is according to application for studying abroad student and the incidence relation with reference to student, by the related reference growth result with reference to student
Student is associated with application for studying abroad；
S32 is by reference to the degree of association of student and application for studying abroad student, and result of growing up to reference is relative to application for studying abroad student's
The degree of association is calculated；
S33 filters out same possess from database once again by the way that application for studying abroad student is possible with reference to growth result
Study abroad the extended reference student of admission notice；
S34 carries out weight setting to extended reference student；
The school of studying abroad that S35 studies abroad notice by extended reference student with being obtained with reference to student is carried out with application for studying abroad student
Association；
S36 is by extended reference student, the weight with reference to student and studies abroad the number of school and calculates and study abroad the pass of school
Connection value.
7. a kind of application for studying abroad Forecasting Methodology according to claim 4, it is characterised in that described to be obtained according to computing module
The relating value obtained, what matching application for studying abroad student was adapted to studies abroad school, and its content includes,
S41, by its possible growth curve and development track, is set according to application for studying abroad student and the relating value with reference to student
One pixel；
S42 is according to application for studying abroad student and studies abroad the relating value of school, and studies abroad school's own situation, to study abroad school's meter
Calculate a pixel number；
S43 is combined with the pixel of application for studying abroad student according to the pixel number for studying abroad school and is drawn a picture element matrix；
Position in picture element matrixs of the S44 according to where pixel, what matching application for studying abroad student was adapted to studies abroad school, obtains
Where application for studying abroad student school is studied abroad near pixel.
8. a kind of application for studying abroad Forecasting Methodology according to claim 4, it is characterised in that described to draw matching module
Study abroad school, output displaying, its content includes,
S51 by matching module draw it is related study abroad school, by the size of the degree of correlation, the popularity for studying abroad school, qualification
Ranking is carried out etc. influence factor；
S52 carries out personalized sequence according to other influence factors outside above-mentioned influence factor；
S53 is shown ranking/ranking results output and to application for studying abroad student.
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Cited By (6)
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| CN109658296A (en) * | 2018-08-31 | 2019-04-19 | 北京沃达新创国际教育科技有限公司 | A kind of intelligence service for studying abroad platform |
| CN109670090A (en) * | 2018-12-24 | 2019-04-23 | 成都四方伟业软件股份有限公司 | A kind of data identification method and device |
| CN109919375A (en) * | 2019-03-01 | 2019-06-21 | 北京慧辰资道资讯股份有限公司 | A kind of method and device for predicting the crucial student of examination based on big data |
| CN109919343A (en) * | 2019-02-25 | 2019-06-21 | 南京庚商网络信息技术有限公司 | A kind of training teaching management method and management system |
| CN110688566A (en) * | 2019-09-06 | 2020-01-14 | 平安科技（深圳）有限公司 | Data pushing method, system, equipment and storage medium based on user portrait |
| CN110766047A (en) * | 2019-09-16 | 2020-02-07 | 平安科技（深圳）有限公司 | Data matching method, system, computer device and computer readable storage medium |
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