CN112163027B - Django and LaTeX-based mathematical test question and paper combining system and method - Google Patents

Django and LaTeX-based mathematical test question and paper combining system and method Download PDF

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CN112163027B
CN112163027B CN202011059783.2A CN202011059783A CN112163027B CN 112163027 B CN112163027 B CN 112163027B CN 202011059783 A CN202011059783 A CN 202011059783A CN 112163027 B CN112163027 B CN 112163027B
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CN112163027A (en
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于祥雨
韩丹夫
孙敏娟
沈宇晶
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Huayuan Computing Technology Shanghai Co ltd
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
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    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/25Integrating or interfacing systems involving database management systems
    • G06F16/252Integrating or interfacing systems involving database management systems between a Database Management System and a front-end application
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/25Integrating or interfacing systems involving database management systems
    • G06F16/258Data format conversion from or to a database
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/28Databases characterised by their database models, e.g. relational or object models
    • G06F16/284Relational databases
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    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F21/00Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F21/60Protecting data
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Abstract

The invention provides a simple and efficient Django and LaTeX-based mathematical test paper composition system and method. The utility model provides a mathematics examination questions group paper system based on Django and LaTeX, includes interconnect's data center and output platform, data center includes storage module, management module, group paper module, backstage module and access interface module, output platform includes teacher end output module and student end output module. The invention fully utilizes the advantages of the Django framework, combines a Python script program to connect Django and LaTeX, constructs a set of reasonable, normative and scientific mathematical test question paper-making system, realizes scientific storage, standardized display and intelligent paper-making of mathematical test questions, and ensures that the implementation process of the mathematical test question paper-making is simpler and the implementation effect is more standard.

Description

Django and LaTeX-based mathematical test question and paper combining system and method
Technical Field
The invention relates to a test question and paper combining system and a method, in particular to a Django and LaTeX based mathematical test question and paper combining system and a method.
Background
Django is an open source code Web application framework developed based on Python, and a safe and maintainable website can be quickly developed by adopting an MTV framework mode. LaTeX is a typesetting system developed based on TeX, can generate a plurality of printed matters or typesetting standard articles with book quality in a short time, and has remarkable advantages in the aspect of generating mathematical formulas.
With the development and application of big data technology and artificial intelligence algorithm, the high and new technology is continuously deepened in the education field, and can effectively assist teachers in teaching at any lesson to a certain extent, and the individual education or the self-adaptive education can accurately assist students and can effectively help the students to improve the score. At the present stage, with the continuous development of internet technology, different fields show a phenomenon of massive information, the education field is no exception, mathematics is taken as one of important cultural courses, and the quantity of mathematic problems of different grades, different provinces or regions is increased year by year.
At present, a great number of repeated phenomena exist in the mathematical test questions on the Internet, so that not only are inferior test questions in a certain proportion exist, but also the presentation forms of the mathematical test questions are quite non-standard. How to search for the required mathematics examination questions in a short time and download or store the questions in a standard form so as to assist teachers in teaching at will or help students to learn mathematics knowledge in a targeted manner, and at present, no appropriate paper software is available to realize the functions. Even though some mathematical volume software exists at present, certain normative is lacked, and the technical implementation is tedious. Therefore, research and development of a simple and efficient combined information technical scheme for scientific storage, standardized display and intelligent paper formation of the mathematical test questions are of great significance to the development of the field.
Disclosure of Invention
The invention aims to provide a simple and efficient Django and LaTeX-based mathematical test question paper-making system, which solves the problems in the background technology.
The invention also aims to provide a Django and LaTeX-based mathematical test paper composition method.
The technical scheme adopted by the invention for solving the technical problems is as follows:
a mathematics test paper making system based on Django and LaTeX comprises a data center and an output platform which are connected with each other, wherein the data center comprises a storage module, a management module, a paper making module, a background module and an access interface module, and the output platform comprises a teacher end output module and a student end output module;
the storage module is used for storing the received LaTeX-format data into a built-in MySQL database and accessing the LaTeX-format data according to a user request;
the management module is used for connecting the storage module and adding, modifying, deleting or inquiring data in the storage module;
the volume combining module is used for connecting the storage module and the output platform and connecting a MySQL database built in the storage module with a LaTeX typesetting system environment through a Python script program;
the background module is used for managing the operation authority of data management personnel, teachers and authentication experts and managing mathematical test questions;
the access interface module is used for providing a communication interface for the output platform and transmitting LaTeX format data;
the teacher end output module is used for receiving constraint conditions specified by a teacher, transmitting the constraint conditions to the paper combining module and receiving a mathematic test question paper combining file generated by the paper combining module;
the student end output module is used for receiving the registration and login information of students, transmitting the personal information of the students to the data center and receiving the mathematic test question paper combining file generated by the paper combining module.
Preferably, the background module comprises an authority management module, an expert authentication module and a test question management module, wherein the authority management module is used for managing the operation authority of data management personnel, teachers and authentication experts, the expert authentication module is used for performing authentication management on experts entering, creating and auditing mathematical test questions, and the test question management module is used for performing operations of adding, modifying, classifying and setting difficulty levels on the mathematical test questions.
Preferably, the access interface module comprises a Web data interface module, and the Web data interface module is used for transmitting data in the LaTeX format by using a Web Service message protocol.
A mathematic test question paper combining method based on Django and LaTeX specifically comprises the following steps:
(1) creating a mathematical test question group paper item by using a Django framework, building a MySQL database link, and designing a database table according to the form of the mathematical test question, wherein the attribute value of the database table comprises grade, knowledge point, test question content, test question grade, test question answer, test question type and test question analysis;
(2) developing a mathematical test question template by using LaTeX, connecting the template with a Python script program, operating any field in LaTeX format data by the Python script program and calling a LaTeX command;
(3) collecting or creating different types of mathematical test questions, screening or re-editing the mathematical test questions, classifying the mathematical test questions, and inputting the mathematical test questions into a MySQL database in a standard format conforming to LaTeX;
(4) the operation authority of the teacher and the authentication expert is given by the background module, so that the teacher and the authentication expert can perform operations of adding, modifying, classifying and setting difficulty degrees on the mathematical test questions by the background module;
(5) the teacher end output module receives the constraint conditions provided by the teacher, the MySQL database is screened by executing a paper-making algorithm according to the constraint conditions through a Python script program of the paper-making module, the screened mathematical test question groups are extracted and injected into a mathematical test question template, and meanwhile, a LaTeX command is called to generate a mathematical test question paper;
(6) the student end output module receives the registration and login information and exercise instruction conditions of students, extracts and injects the mathematical test questions in the MySQL database which accords with the exercise instruction into a mathematical test question template through a Python script program, and meanwhile invokes a LaTeX command to generate a mathematical test question paper.
Preferably, in the step (5), the execution policy of the Python script program executing the volume group algorithm according to the constraint condition is as follows: when the attribute values of the constraint conditions are grade, knowledge points, test question grade and test question types, executing a collaborative filtering algorithm based on the articles to screen a MySQL database to obtain a screened unit knowledge point mathematical test question group; when the attribute values of the constraint conditions are grade and test question grade, executing a collaborative filtering algorithm based on articles to screen a MySQL database, and introducing manual intervention screening to obtain a screened end-term (middle-term) mathematical test question group; and when the attribute value of the constraint condition is of the test question type, executing a collaborative filtering algorithm based on the user to screen the MySQL database to obtain a screened middle (high) test question group.
Preferably, in the step (6), the exercise instruction conditions include a knowledge point exercise and a simulated set exercise.
The invention has the beneficial effects that:
the Django and LaTeX-based mathematical test question grouping system and method provided by the invention fully utilize the advantages of a Django framework, combine a Python script program to connect Django and LaTeX, construct a set of reasonable, normative and scientific mathematical test question grouping system, realize scientific storage, standardized display and intelligent grouping of mathematical test questions, enable the implementation process of the mathematical test question grouping to be simpler, realize the effect to be more standard, are not limited to be applied to the mathematical test question grouping, and can also process the grouping of physical test questions, chemical test questions and other similar test questions.
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In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly described below, it is obvious that the drawings in the following description are only embodiments of the present invention, and for those skilled in the art, other drawings can be obtained according to the provided drawings without creative efforts.
FIG. 1 is a system framework diagram of an embodiment of the present invention;
FIG. 2 is a flow diagram of a method of an embodiment of the invention;
FIG. 3 is a flow chart of the teacher output module operation of the present invention;
fig. 4 is a flow chart of the student side output module work of the present invention.
In the figure: 1. the system comprises a data center, 2, an output platform, 3, a storage module, 4, a management module, 5, a volume-combining module, 6, a background module, 7, an access interface module, 8, a teacher-side output module, 9 and a student-side output module.
Detailed Description
The technical solution of the present invention is further specifically described below by way of specific examples in conjunction with the accompanying drawings. It is to be understood that the practice of the invention is not limited to the following examples, and that any variations and/or modifications may be made thereto without departing from the scope of the invention.
In the present invention, all parts and percentages are by weight, unless otherwise specified, and the equipment and materials used are commercially available or commonly used in the art. The methods in the following examples are conventional in the art unless otherwise specified. The components or devices in the following examples are, unless otherwise specified, standard parts or parts known to those skilled in the art, the structure and principle of which are known to those skilled in the art through technical manuals or through routine experimentation.
Example (b):
as shown in fig. 1, the mathematic test paper composition system based on Django and LaTeX comprises a data center 1 and an output platform 2 which are connected with each other, wherein the data center comprises a storage module 3, a management module 4, a paper composition module 5, a background module 6 and an access interface module 7, and the output platform comprises a teacher-side output module 8 and a student-side output module 9.
The storage module is used for storing the received LaTeX format data into a built-in MySQL database and accessing the LaTeX format data according to a user request.
The management module is used for connecting the storage module and adding, modifying, deleting or inquiring data in the storage module.
And the volume-combining module is used for connecting the storage module and the output platform and connecting a MySQL database built in the storage module with the LaTeX typesetting system environment through a Python script program.
The background module is used for managing the operation authority of data management personnel, teachers and authentication experts and managing math test questions. The background module comprises an authority management module 10, an expert authentication module 11 and a test question management module 12, wherein the authority management module is used for managing the operation authority of data management personnel, teachers and authentication experts, the expert authentication module is used for performing authentication management on experts entering, creating and auditing mathematical test questions, and the test question management module is used for performing operations of adding, modifying, classifying and setting difficulty levels on the mathematical test questions.
The access interface module is used for providing a communication interface for the output platform and transmitting LaTeX format data. The access interface module comprises a Web data interface module 13, and the Web data interface module is used for transmitting LaTeX format data by a Web Service message protocol.
And the teacher output module is used for receiving the constraint conditions specified by the teacher, transmitting the constraint conditions to the paper combining module and receiving the mathematic test question paper combining file generated by the paper combining module.
The student end output module is used for receiving the registration and login information of students, transmitting the personal information of the students to the data center and receiving the mathematic test question paper combining file generated by the paper combining module.
As shown in fig. 2, a mathematic test paper composition method based on Django and LaTeX specifically includes the following steps:
(1) deploying one or more cloud servers as a data center, wherein the operating system of the cloud server is Linux, building a development environment on the cloud server, installing a Python programming language, a MySQL database and a LaTex typesetting system, and installing a Django development framework and related dependency modules Django-mathjax, pylatex and pymysql by using a pip module manager of Python;
(2) creating a mathematical test question group paper item by using a Django framework, building a MySQL database link, and designing a database table according to the form of the mathematical test question, wherein the attribute value of the database table comprises grade, knowledge point, test question content, test question grade, test question answer, test question type and test question analysis;
(3) developing a mathematical test question template by using LaTeX, connecting the template with a Python script program, operating any field in LaTeX format data by the Python script program and calling a LaTeX command;
(4) collecting or creating different types of mathematical test questions, screening or re-editing the mathematical test questions, classifying the mathematical test questions, and inputting the mathematical test questions into a MySQL database in a standard format conforming to LaTeX;
(5) the operation authority of the teacher and the authentication expert is given by the background module, so that the teacher and the authentication expert can perform operations of adding, modifying, classifying and setting difficulty degrees on the mathematical test questions by the background module;
(6) the teacher end output module receives the constraint conditions provided by the teacher, the MySQL database is screened by executing a paper-making algorithm according to the constraint conditions through a Python script program of the paper-making module, the screened mathematical test question groups are extracted and injected into a mathematical test question template, and meanwhile, a LaTeX command is called to generate a mathematical test question paper; the working flow chart of the teacher output module is shown in FIG. 3;
(7) the student end output module receives the registration and login information and exercise instruction conditions of students, extracts and injects the mathematical test questions in the MySQL database which accords with the exercise instruction into a mathematical test question template through a Python script program, and meanwhile invokes a LaTeX command to generate a mathematical test question paper. The working flow chart of the student end output module is shown in fig. 4.
The reason why the Django framework is selected to create the mathematical test question and paper project in the step (2) is that compared with other similar development frameworks, Django adopts an MVC mode, has strong database functions, complete functions and strong background functions, and the template system is simple in design and easy to expand. Django is developed based on Python, and the code and the style of Django are designed separately, so that the Django is easier to maintain. The MySQL database link can be easily built in the project settings.
In the step (6), the execution policy of the Python script program executing the volume group algorithm according to the constraint condition is as follows: when the attribute values of the constraint conditions are grade, knowledge points, test question grade and test question types, executing a collaborative filtering algorithm based on the articles to screen a MySQL database to obtain a screened unit knowledge point mathematical test question group; when the attribute values of the constraint conditions are grade and test question grade, executing a collaborative filtering algorithm based on articles to screen a MySQL database, and introducing manual intervention screening to obtain a screened end-term (middle-term) mathematical test question group; and when the attribute value of the constraint condition is of the test question type, executing a collaborative filtering algorithm based on the user to screen the MySQL database to obtain a screened middle (high) test question group.
The article-based collaborative filtering algorithm is the prior art, and the basic steps of the algorithm are that firstly, the similarity among test questions is calculated, and a similarity matrix is established; and screening out test question groups according to the similarity of the test questions and the historical behaviors of the user.
The collaborative filtering algorithm based on the users is the prior art, and the basic steps of the algorithm are that a user set similar to the user interest is found firstly, and then test question groups which meet the user constraint conditions and are not received by target users are screened out.
In the step (7), the exercise instruction conditions include a knowledge point exercise and a simulated set exercise.
In the step (6), the LaTeX file is called through an os module of Python to be compiled to generate a pdf file, the file link of the pdf is output to a teacher and stored in a database table, and the teacher clicks the link to download or print on line.
The above-described embodiments are only preferred embodiments of the present invention, and are not intended to limit the present invention in any way, and other variations and modifications may be made without departing from the spirit of the invention as set forth in the claims.

Claims (1)

1. A mathematics test paper system based on Django and LaTeX, its characterized in that: the Django and LaTeX-based mathematical test question and paper grouping system comprises a data center and an output platform which are connected with each other, wherein the data center comprises a storage module, a management module, a paper grouping module, a background module and an access interface module, and the output platform comprises a teacher-side output module and a student-side output module;
the storage module is used for storing the received LaTeX-format data into a built-in MySQL database and accessing the LaTeX-format data according to a user request;
the management module is used for connecting the storage module and adding, modifying, deleting or inquiring data in the storage module;
the volume combining module is used for connecting the storage module and the output platform and connecting a MySQL database built in the storage module with a LaTeX typesetting system environment through a Python script program;
the system comprises a background module, an expert authentication module and a test question management module, wherein the background module is used for managing the operation authority of data managers, teachers and authentication experts and managing mathematical test questions, the background module comprises an authority management module, an expert authentication module and a test question management module, the authority management module is used for managing the operation authority of the data managers, the teachers and the authentication experts, the expert authentication module is used for performing authentication management on experts entering, creating and auditing the mathematical test questions, and the test question management module is used for performing operations of adding, modifying, classifying and setting difficulty levels on the mathematical test questions;
the access interface module is used for providing a communication interface for the output platform and transmitting LaTeX format data, and comprises a Web data interface module which is used for transmitting the LaTeX format data by a Web Service message protocol;
the teacher end output module is used for receiving constraint conditions specified by a teacher, transmitting the constraint conditions to the paper combining module and receiving a mathematic test question paper combining file generated by the paper combining module;
the student end output module is used for receiving registration and login information of students, transmitting personal information of the students to the data center, and receiving mathematic test question paper combining files generated by the paper combining module;
the Django and LaTeX-based mathematical test paper system is used for executing the following steps,
(1) creating a mathematical test question group paper item by using a Django framework, building a MySQL database link, and designing a database table according to the form of the mathematical test question, wherein the attribute value of the database table comprises grade, knowledge point, test question content, test question grade, test question answer, test question type and test question analysis;
(2) developing a mathematical test question template by using LaTeX, connecting the template with a Python script program, operating any field in LaTeX format data by the Python script program and calling a LaTeX command;
(3) collecting or creating different types of mathematical test questions, screening or re-editing the mathematical test questions, classifying the mathematical test questions, and inputting the mathematical test questions into a MySQL database in a standard format conforming to LaTeX;
(4) the operation authority of the teacher and the authentication expert is given by the background module, so that the teacher and the authentication expert can perform operations of adding, modifying, classifying and setting difficulty degrees on the mathematical test questions by the background module;
(5) the teacher end output module receives constraint conditions provided by a teacher, the MySQL database is screened by executing a paper-making algorithm according to the constraint conditions through a Python script program of the paper-making module, the screened mathematical test question groups are extracted and injected into a mathematical test question template, meanwhile, a LaTeX command is called to generate a mathematical test question paper, and the execution strategy of executing the paper-making algorithm according to the constraint conditions by the Python script program is as follows: when the attribute values of the constraint conditions are grade, knowledge points, test question grade and test question types, executing a collaborative filtering algorithm based on the articles to screen a MySQL database to obtain a screened unit knowledge point mathematical test question group; when the attribute values of the constraint conditions are grade and test question grade, executing a collaborative filtering algorithm based on articles to screen a MySQL database, and introducing manual intervention screening to obtain a screened interim or end-term mathematical test question group; when the attribute value of the constraint condition is of the test question type, executing a collaborative filtering algorithm based on a user to screen a MySQL database to obtain a screened mathematical test question group of the middle or high school entrance examination;
(6) the student end output module receives the registration and login information of students and exercise instruction conditions, the exercise instruction conditions comprise knowledge point exercise and simulation set exercise, the mathematics test questions in the MySQL database conforming to the exercise instructions are extracted and injected into the mathematics test question template through a Python script program, and meanwhile, a LaTeX command is invoked to generate the mathematics test question test paper.
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