CN117711229A - Practical training system based on computer science and technology programming control technology - Google Patents

Abstract

The invention discloses a practical training system based on programming control technology based on computer science and technology, relates to the technical field of teaching systems, and includes a programming module, a project training module, a distributed programming and simulation module, an evaluation module, a login management module, and a feedback module. with a monitoring module and a safety assurance module; among them, the programming module is used to provide a system environment for learning and practicing programming; the project training module is used to provide project requirements and application scenarios; the present invention helps students understand their programming skills in a timely manner by providing real-time feedback errors in the process, and make corresponding modifications and adjustments, so that students can better understand and master programming knowledge. This training system has strong interactivity, allowing students to learn and master programming technology in actual operations, and also According to each student's learning needs and level, personalized learning resources and learning methods are provided to help each student better learn and master programming technology.

Description

Practical training system for programming control technology based on computer science and technology

Technical field

The invention relates to the technical field of teaching systems, specifically a practical training system based on programming control technology based on computer science and technology.

Background technique

The practical training system based on computer science and technology is a system used for teaching and practice to help students understand and master the basic concepts and skills of programming and control technology. It usually includes components such as programming environment, hardware equipment, experimental teaching materials and teaching resources.

The existing practical training system cannot provide real-time feedback and guidance when students conduct practical learning, which makes it difficult to eliminate errors in time in understanding and applying the wrong parts during the process, and each student's learning ability and The progress is different, and the existing training system often cannot provide personalized learning paths and guidance, so we proposed a training system based on computer science and technology programming control technology to solve the problems raised above. .

Contents of the invention

The purpose of the present invention is to provide a practical training system based on programming control technology based on computer science and technology, so as to solve the current problems in the market raised by the above-mentioned background technology.

In order to achieve the above objects, the present invention provides the following technical solutions:

A practical training system based on programming control technology based on computer science and technology, including: programming module, project training module, distributed programming and simulation module, evaluation module, login management module, feedback and monitoring module, and safety assurance module;

Among them, the programming module is used to provide a system environment for learning and practicing programming;

The project training module is used to provide project requirements and application scenarios;

The distributed programming and simulation module is used to provide a simulation environment to enable practical training in simulated distributed systems;

The assessment module is used to evaluate students’ learning and practical operation levels and provide feedback and suggestions;

The login management module is used to manage login accounts on the platform and record learning history and progress;

The feedback and monitoring module is used to provide real-time login status and progress monitoring, and record students’ activities on the platform;

The security module is used to ensure the privacy of student data and the security of the platform.

As a further optimization solution of the present invention, the programming module includes an integrated development environment unit, a code editor and a debugger;

Among them, the integrated development environment unit is used to provide an online integrated development environment;

The code editor is used to write, modify and organize code, and the debugger is used to provide a debugging environment.

As a further optimization solution of the present invention, the project training module includes a project library unit and a project navigation unit;

Among them, the project library unit is used to store project cases of different difficulties and subjects;

The project navigation unit is used to provide specific project navigation and guidance.

As a further optimization solution of the present invention, the distributed programming and simulation module includes a distributed programming unit and a simulation environment unit;

Among them, distributed programming technology is learned and practiced through the distributed programming unit;

The simulation environment unit is used to provide a virtual distributed system environment.

As a further optimization solution of the present invention, the evaluation module includes an automated code evaluation unit and a project evaluation unit;

Among them, the automated code evaluation unit is used to monitor the code written by students in real time and provide feedback and error prompts;

The project evaluation unit is used to evaluate the quality and implementation effect of the code completed by students.

As a further optimization solution of the present invention, the login management module includes an account login unit and an item recommendation unit;

Among them, the account login unit is used to register, log in and manage account information;

The project recommendation unit is used to provide corresponding project recommendations based on learning history and error rate.

As a further optimization solution of the present invention, the feedback and monitoring module includes a real-time monitoring panel and a log recording unit;

Among them, the real-time monitoring panel is used to view students’ learning status and progress in real time;

The logging unit is used to record error logs of student code.

As a further optimization solution of the present invention, the security module includes a data protection unit and a security protection unit;

Among them, encryption and identity verification are used in the data protection unit to ensure data privacy and security;

In the security unit, ensure the security of the platform by implementing firewalls and security updates.

Compared with the prior art, the beneficial effects of the present invention are:

By providing real-time feedback, the present invention helps students promptly understand their mistakes in the programming process and make corresponding modifications and adjustments, so that students can better understand and master programming knowledge. This practical training system has an interactive function, which allows students to better understand and master programming knowledge. Students learn and master programming technology in practical operations. We also provide personalized learning resources and learning methods according to each student's learning needs and level to help each student better learn and master programming technology.

The above summary is for illustration purposes only and is not intended to be limiting in any way. In addition to the illustrative aspects, embodiments and features described above, further aspects, embodiments and features of the invention will be readily apparent by reference to the drawings and the following detailed description.

Description of the drawings

Figure 1 is a module block diagram of the practical training system of the present invention.

Detailed ways

The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some of the embodiments of the present invention, rather than all the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by those of ordinary skill in the art without creative efforts fall within the scope of protection of the present invention.

Embodiment 1

Please refer to Figure 1. The training system of programming control technology based on computer science and technology includes: programming module, project training module, distributed programming and simulation module, evaluation module, login management module, feedback and monitoring module, security Assurance module;

The programming module is used to provide a system environment for learning and practicing programming; the programming module includes an integrated development environment unit, code editor and debugger;

Among them, the integrated development environment unit is used to provide an online integrated development environment;

The code editor is used to write, modify and organize code, and the debugger is used to provide a debugging environment.

Furthermore, the integrated development environment unit has code writing, syntax highlighting and auto-completion functions;

The code editor has text editing, line number and code folding, find and replace functions;

The debugger has breakpoint setting, variable monitoring and stack tracing functions.

Specifically, in the integrated development environment unit, first install and configure the IDE software on the server side, set environment variables, and configure the parameters of the IDE; run the IDE on the server side, and transmit the IDE user interface to the client through the network , the client accesses and operates the IDE through the browser and special client software, and sends it to the server through the network, which is processed by the IDE, and the operation results are sent back to the client through the network through the IDE for the client user to view and further operate. , during this process, the IDE software provides functions such as automatic code completion, syntax highlighting, and error prompts.

The project training module is used to provide project requirements and application scenarios; the project training module includes a project library unit and a project navigation unit;

Among them, the project library unit is used to store project cases of different difficulties and subjects;

The project navigation unit is used to provide specific project navigation and guidance.

Further, the project cases in the project library unit include completed projects and ongoing projects. Each project case contains detailed information about the project, such as the goal of the project, the steps of the project, and the difficulty of the project.

The project library unit is completed through MySQL. The information of project cases is stored in tables in the database. Each table contains multiple fields, such as project ID, project name, project description, and project difficulty.

The project navigation unit provides students with an interface to provide specific project navigation and guidance. Students use the project navigation unit to find and select the projects they need to carry out, and then follow the project guidance to complete the project.

HTML, CSS and JavaScript are used to create web pages in the project navigation unit, which is the user interface of the project navigation unit. There are all project cases in the web page. You can find the required projects by searching or filtering. When students select a project, they The web page displays the detailed information of the project and the corresponding guidance, and students can complete the project according to the guidance.

The distributed programming and simulation module is used to provide a simulation environment to conduct practical training in a simulated distributed system; the distributed programming and simulation module includes a distributed programming unit and a simulation environment unit;

Among them, distributed programming technology is learned and practiced through the distributed programming unit;

The simulation environment unit is used to provide a virtual distributed system environment.

Furthermore, the distributed programming unit provides API through Apache Hadoop and writes distributed programs. By writing and running distributed programs, distributed programming technology is practiced.

The simulation environment unit uses Docker to create multiple virtual distributed system environments, and each environment has its own operating system and network configuration. Finally, the written distributed program can be run and tested in the virtual distributed system environment.

Combine the distributed programming unit and the simulation environment unit to create a virtual distributed system environment in the simulation environment unit, and run the distributed programs written in the distributed programming unit in the environment, that is, learning in a close to real environment and practice distributed programming techniques without having a real distributed system.

The evaluation module is used to evaluate students' learning and practical operation levels and provide feedback and suggestions; the evaluation module includes an automated code evaluation unit and a project evaluation unit;

Among them, the automated code evaluation unit is used to monitor the code written by students in real time and provide feedback and error prompts;

The project evaluation unit is used to evaluate the quality and implementation effect of the code completed by students.

Further, the automated code evaluation unit is implemented through the interpreter or compiler of the programming language. When the code is submitted, it automatically runs the code and captures any runtime errors or exceptions, and checks the quality of the code through static code analysis, such as checking the code format, naming convention, whether there are unused variables or functions, and finally feedback this information.

The project evaluation unit is implemented through artificial intelligence and machine learning technology. It first trains a model to evaluate new projects based on past project results and other people's project results. The evaluation criteria include code quality, project completion, and innovation. At the same time, Incorporate human assessments to provide additional feedback and suggestions.

The login management module is used to manage login accounts on the platform and record learning history and progress; the login management module includes an account login unit and a project recommendation unit;

Among them, the account login unit is used to register, log in and manage account information;

The project recommendation unit is used to provide corresponding project recommendations based on learning history and error rate.

Further, the account login unit is responsible for student registration, login and account information management. When students register, they need to enter the student name, password and other information, and verify this information, such as checking whether the student name has been registered and whether the password meets security requirements. After the account is successfully registered, the student can use the student name and Password to log in.

When students log in, the system will verify the user name and password they entered. If they match, the system will allow them to log in. Otherwise, an error message will appear. After logging in, students can view and modify their account information.

In the project recommendation unit, corresponding projects are recommended based on the students' learning history and error rate. The project recommendation unit records each project studied by the students, including the learning time, completion progress, wrong questions, and finally analyzes the information, such as Analyze the user's error rate on each project, find out the corresponding weaknesses, and then recommend corresponding projects to help students improve their skills. When the error rate on a certain project is high, the project recommendation unit will recommend related projects to Help students strengthen their learning in this area.

The feedback and monitoring module is used to provide real-time login status and progress monitoring, and record students' activities on the platform; the feedback and monitoring module includes a real-time monitoring panel and a logging unit;

Among them, the real-time monitoring panel is used to view students’ learning status and progress in real time;

The logging unit is used to record error logs of student code.

Furthermore, the real-time monitoring panel is implemented through the real-time data push of the back-end server and the data display of the front-end. The back-end server obtains the students' learning status and progress data through scheduled tasks and event-driven methods, and then uses HTTP long polling to obtain the student's learning status and progress data. The data is pushed to the front end in real time. After the front end receives the data through JavaScript, it processes the data and displays it on the monitoring panel.

The logging unit is implemented through the logging function of the back-end server and the log display of the front-end. When the back-end server runs the student code, it will record the error log of the code running through the logging module, and store it in the database through the error log. In the file system, when the front-end needs to view the log, it obtains the error log data through HTTP requests, and then displays the data on the front-end log viewing interface.

The security assurance module is used to ensure the privacy of student data and the security of the platform; the security assurance module includes a data protection unit and a security protection unit;

Among them, encryption and identity verification are used in the data protection unit to ensure data privacy and security;

In the security unit, ensure the security of the platform by implementing firewalls and security updates.

Furthermore, the data protection unit is implemented through encryption technology and authentication mechanisms. When students register or log in, the password used will be encrypted through a hash function and then stored in the database. When the database is attacked, the attacker cannot directly obtain it. to the student's password. At the same time, in order to prevent the session from being hijacked, the HTTPS protocol is used for communication to ensure the security of the data during transmission, and brute force cracking is prevented by setting a limit on the number of failed logins and a verification code.

The security protection unit is implemented through firewalls and regular security updates. The firewall blocks unauthorized access and protects the security of the internal network. Regular security updates can repair known security vulnerabilities in a timely manner to prevent them from being exploited by attackers and set access through Control lists restrict only specific IP addresses from accessing specific services, further improving security.

It should be understood that various parts of the present invention may be implemented in hardware, software, firmware, or a combination thereof. In the above-described embodiments, various steps or methods may be implemented in software or firmware stored in a memory and executed by a suitable instruction execution system. For example, if it is implemented in hardware, as in another embodiment, it can be implemented by any one or a combination of the following technologies known in the art: a logic gate circuit with a logic gate circuit for implementing a logic function on a data signal. Discrete logic circuits, application specific integrated circuits with suitable combinational logic gates, programmable gate arrays (PGA), field programmable gate arrays (FPGA), etc.

Those of ordinary skill in the art can understand that all or part of the steps involved in implementing the methods of the above embodiments can be completed by instructing relevant hardware through a program. The program can be stored in a computer-readable storage medium. When the program is executed, , including one of the steps of the method embodiment or a combination thereof.

In addition, each functional unit in various embodiments of the present invention can be integrated into a processing module, or each unit can exist physically alone, or two or more units can be integrated into one module. The above integrated modules can be implemented in the form of hardware or software function modules. If the integrated module is implemented in the form of a software function module and sold or used as an independent product, it can also be stored in a computer-readable storage medium.

Although the embodiments of the present invention have been shown and described above, it can be understood that the above-mentioned embodiments are illustrative and should not be construed as limitations of the present invention. Those of ordinary skill in the art can make modifications to the above-mentioned embodiments within the scope of the present invention. The embodiments are subject to changes, modifications, substitutions and variations.

Claims (8)

1. The practical training system based on the programming control technology of computer science and technology is characterized by comprising: the system comprises a programming module, a project training module, a distributed programming and simulation module, an evaluation module, a login management module, a feedback and monitoring module and a safety guarantee module;

the programming module is used for providing a system environment for learning and practicing programming;

the project training module is used for providing project requirements and application scenes;

the distributed programming and simulation module is used for providing a simulation environment so as to realize practical training in a simulation distributed system;

the evaluation module is used for evaluating the learning and actual operation level of the students and providing feedback and advice;

the login management module is used for managing login accounts on the platform and recording learning history and progress;

the feedback and monitoring module is used for providing real-time login state and progress monitoring and recording activities of students on the platform;

the safety guarantee module is used for guaranteeing the privacy of student data and the safety of the platform.

2. The training system based on the computer science and technology programming control technology of claim 1, wherein: the programming module comprises an integrated development environment unit, a code editor and a debugger;

the integrated development environment unit is used for providing an online integrated development environment;

the code editor is used to write, modify and organize code, and the debugger is used to provide a debug environment.

3. The training system based on the computer science and technology programming control technology of claim 1, wherein: the project training module comprises a project library unit and a project navigation unit;

the project library unit is used for storing project cases with different difficulties and subjects;

the project navigation unit is used for providing specific project navigation and guidance.

4. The training system based on the computer science and technology programming control technology of claim 1, wherein: the distributed programming and simulation module comprises a distributed programming unit and a simulation environment unit;

wherein the distributed programming technique is learned and practiced by the distributed programming unit;

the simulation environment unit is used for providing a virtual distributed system environment.

5. The training system based on the computer science and technology programming control technology of claim 1, wherein: the evaluation module comprises an automatic code evaluation unit and an item evaluation unit;

the automatic code evaluation unit is used for monitoring codes written by students in real time and providing feedback and error prompt;

the project evaluation unit is used for evaluating the quality of the code completed by the students and the realization effect.

6. The training system based on the computer science and technology programming control technology of claim 1, wherein: the login management module comprises an account login unit and an item recommendation unit;

the account login unit is used for registering, logging in and managing account information;

the project recommending unit is used for providing corresponding project recommendation according to the learning history and the error rate.

7. The training system based on the computer science and technology programming control technology of claim 1, wherein: the feedback and monitoring module comprises a real-time monitoring panel and a log recording unit;

the real-time monitoring panel is used for checking the learning state and progress of the students in real time;

the log recording unit is used for recording error logs of student codes.

8. The training system based on the computer science and technology programming control technology of claim 1, wherein: the safety protection module comprises a data protection unit and a safety protection unit;

the data protection unit adopts encryption and authentication modes to ensure the privacy and safety of the data;

in the safety protection unit, the safety of the platform is ensured by implementing a firewall and safety updating.