bluuebunny/crossref_metadata_2025_split huggingface dataset:
Application of Artificial Intelligence Algorithm in Electrical Automation Control
Authors: Fei You 
Published: August 2021

Abstract
With the development of computer tech, VR tech has made great progress. The application of VR tech makes oral experiment teaching better grasp the precautions, difficulties and key points of oral experiment work, and improve the overall effect of students’ oral experiment learning, so it has high research value. On account of this, this paper first analyzes the connotation and typical characteristics of computer VR experiment, and then studies the design of oral experiment teaching system on account of computer VR tech.
Study on the Electron Action Mechanism of Hydrogen Adsorption and Activation on Platinum Clusters with the help of Computer Software
Authors: Cao Peisen , Wang Haiqi 
Published: August 2021

Abstract
Cyclic aromatic hydrocarbons occupy a certain proportion in the high boiling point fractions of petroleum and are difficult to convert. Hydrocracking to lighten polycyclic aromatic hydrocarbons is currently an effective way of conversion. As the first step of catalytic reaction, the adsorption of polycyclic aromatic hydrocarbons (PAHs) on the surface of catalytic materials is of great significance to the subsequent reaction process. In this paper, molecular dynamics and density functional theory (DFT) were used as research tools, and Nano-sized PT clusters were selected as adsorption models [1-3]. Firstly, the adsorption mode of H2 on Pt clusters was analyzed from the frontier orbital point of view, and the changes of electron distribution of H2 on Pt clusters from physical adsorption to chemical adsorption were compared with the help of computer software.
Key Technologies and Analysis of Computer-based 5G Mobile Communication Network
Authors: Yuan Guimin 
Published: August 2021

Abstract
With the rapid increase in traffic in the Internet era, new services on 5G mobile communication networks are gradually facing many problems such as high return bandwidth and low latency. The use of computers can quickly solve the above problems. This article has sent a computer-based 5G mobile communication network architecture. According to the construction of the network architecture, it can be concluded that the 5G mobile communication network is a network of communication and multi-level computing. Virtualization technology can be used to achieve communication, computing, and storage. Efficient sharing of resources. Facing the collaboration of communication and computing, the main challenge of the 5G network that integrates computers in terms of basic theory is network capacity analysis.
Research on Digital Marketing Strategy of Telecommunication Service Based on Computer Complex Network Model
Authors: Fang Xianjie 
Published: August 2021

Abstract
With the emergence of the 2G, 3G, 4G, 5G, the business volume of telecom enterprises has grown rapidly, and at the same time, because services are lagging behind actual demand, they are also facing the risk of losing customers. This paper studies the close relationship between the complex network model and the digital marketing of telecom enterprises by using computer, and analyzes the customers of telecom business and puts forward the corresponding strategy of digital marketing.
Research on Anti Jamming Communication Transmission Computer System Based on Intelligent Beamformer
Authors: Qiu Jin 
Published: August 2021

Abstract
With the continuous improvement of communication technology, electronic communication technology has become an indispensable important technology in people’s life. Although communication technology provides great convenience for the society, it also brings a lot of signal noise interference, which will affect the application of a variety of high-precision equipment signals. Therefore, the research of communication interference and anti-jamming technology is gradually deepened in China. With the development of 5g services, millimeter wave has become the future direction of spectrum development. However, 5g millimeter wave has the characteristics of fading, high rate and delay, which requires the use of beamforming architecture for signal transmission. At present, the beam of digital analog hybrid structure will be restricted in many aspects, such as hardware constraints, poor adaptive ability, etc., which will be difficult to solve by traditional optimization theory. The hybrid beam will have poor adaptive ability, which needs to maintain good performance in a variety of communication scenarios. Therefore, this paper studies a kind of intelligent beam, which is a beam forming technology of neural network. Firstly, this paper analyzes the current beamforming classification. Then, the beamforming technology of neural network is developed. Finally, this paper presents the current anti-jamming technology.
Computer Flipped Classroom in Critical Reading of College English
Authors: Song Pei 
Published: August 2021

Abstract
With the continuous development of education, exploring new teaching models has become a concern of people. This research mainly explores the application of computer-based flipped classroom in critical reading of college English. A class of third-year college students is used as the research object. During the experiment, the teaching mode under the new mode is used to teach. After the experiment, the test scores before and after the experimental class are compared. After the experiment, through reading test questions and questionnaires, we can understand whether the flipped classroom teaching model is helpful for students’ performance improvement. And in terms of emotional attitude, acceptance, method feedback and effect evaluation, understand the students’ attitudes after using the model before and after the experiment. Both the experimental class and the control class take a critical reading comprehension test and a regular reading comprehension test. Through questionnaires and interviews, the changes in critical reading ability and critical thinking ability of experimental class students are analyzed. In the critical reading comprehension test, the highest average score of the experimental class was 45.6, and the pass rate was 74.5%. This research helps students develop critical thinking.
Research on Multi-level Extension Optimal Decision Analysis of Network Digital Library Resources
Authors: Xie Hui , Wei Li 
Published: August 2021

Abstract
Network digital libraries have exploded in recent years, with numerous and complicated evaluation indicators. The main body of evaluation is gradually showing the diversification characteristics of evaluation objects, and comprehensive evaluation standards. In order to better ensure the overall quality and construction level of network digital library resources, this research innovation incorporates multi-level extension optimization evaluation. Based on the network digital library, a multi-level extension optimization decision-making mechanism combining qualitative and quantitative is proposed. It has developed a new direction and provided new ideas for the resource quality and data evaluation of the future network digital library.
Research and Practice of MOOC Based Innovative Education in Universities under the Background of “Internet Plus”
Authors: Ding Tingting 
Published: August 2021

Abstract
Under the background of “Internet plus”, the emerging open education resource MOOC (Mogao) has increasingly become the focus of attention worldwide. The advantages of MOOC, the maturity of Internet and information technology, the strong attack of famous universities and the huge market demand have become the reasons for the rapid development of MOOC. Through the analysis, we can see that MOOC has certain influence on the improvement of teachers’ teaching methods, the change of students’ learning methods, the expansion of education objects and the improvement of higher education quality.
Management and Research of Enterprise Tax Planning under the Background of Information Age
Authors: Xue Lingqi 
Published: August 2021

Abstract
With the improvement of the tax law and the increase in the cost of tax evasion, taxpayers’ legal awareness is getting stronger and stronger. This article mainly discusses the management of corporate tax planning under the background of the information age. Use data mining technology to achieve diversification of access methods and transparency of information access. If the company responsible for sales is located in a country or region that levies high income taxes, in this case, in order to reduce the tax burden, the company can establish branches in other countries and regions with lower income tax rates, making it should The profits of companies in high income tax areas can be effectively transferred, so that the total income tax payable by the company will be reduced, reducing the cost of taxation for the company. Companies can use commercial discounts when carrying out sales activities to reduce the value-added tax burden that companies should pay. After the enterprise reformed its tax planning, the value-added tax rate changed from the original business tax rate of 5% to 6%. This research is helpful to the reasonable planning of corporate taxation.
Artificial Intelligence Technology to Mechanical Vibration Wireless Sensor Monitoring Terminal Design Research
Authors: Gao Yuehui 
Published: August 2021

Abstract
Mechanical vibrations have been noticed since they were discovered a long time ago. Because almost all machinery in the process of motion will produce vibration, some is due to the external force caused by vibration, and some external forces act on a substance to produce vibration caused by the resonance phenomenon, these will have an impact on the efficiency of the original machinery or internal performance. To solve these problems, scientists have been trying for many years to determine exactly why vibrations occur to achieve their goals by using vibrations or reducing them. Therefore, artificial intelligence technology is used to design and study the monitoring terminal of mechanical vibration wireless sensor. After querying the relevant data at home and abroad and carrying out a simple simulation experiment, this paper designs it by using a variety of algorithms, and finally selects a better algorithm to carry out the final fitting design and experiment. Finally, we chose the electronic tag image matching algorithm for system design. The experimental results show that the electronic label image matching algorithm is more accurate and the imaging speed is faster than other algorithms.
A Brief Talk about the Modern Application of Computer Software Technology and the Development Trend of Research
Authors: Yang Li , Liu Qiang 
Published: August 2021

Abstract
With the progress of the times, we find that with the development of high technology and the dawn of a new era of high technology, the modern society has become more and more dependent on computers, if suddenly lose computers, the world will be in a panic. Therefore, the development of computer software technology in the future is the trend, will get more attention and development. Therefore, the purpose of this paper is to explore the modern application of computer software technology and future development trends. After searching for the industry about the penetration of computer software technology and the annual growth of high-tech enterprises and network data on computer technology, this paper uses K NN algorithm to conduct comprehensive analysis and evaluation, and discusses the modernization of computer software technology and the future development trend of computer software technology. The experimental results show that the modern application of computer software technology in the future is the trend, which will get the key help and full development of the country.
RETRACTED: Diversification of Physical Education Teaching Resources in Universities under the Background of Computer Information Technology
Authors: Chen Wanjun 
Published: August 2021

Abstract
With the advent of the information age, physical education in universities around the world is facing brand new challenges and opportunities. Modern information technology represented by networking, digitization, multimedia and intelligence is changing people’s way of life, study and work more extensively and profoundly, and affects the content, methods and methods of college physical education. This article mainly introduces the research on the diversification of physical education teaching resources in universities under the background of computer information technology. This article uses computer information technology to study the actual curriculum of physical education teaching in colleges and universities, and explores the process of diversification of teaching resources. The experimental results of this paper show that the strengthening of the diversified management of college physical education resources has increased the efficiency of college physical education by 23%. Through the construction of college textbooks and high-quality curriculum content, the system and health of our students have been effectively improved.
How to Use Computer New Media Technology to Reform and Innovate the Integration Mode of Sports and Education in Colleges and Universities
Authors: Wang Huimin 
Published: August 2021

Abstract
With the development of the times, information technology has been a great improvement. Nowadays, computer technology is developing at a particularly fast pace, at the same time, the supporting software hardware is also gradually improving. With the development of science and technology, China’s economic level has been greatly developed, but because of the imbalance of physical education in domestic education, the reform of physical education in our country’s colleges and universities is inevitable. Therefore, the purpose of this paper is to use computer new media technology to reform and innovate the integration mode of physical education in colleges and universities. We first look up the new media technology of computer, and then use the algorithm construction system to simulate the fusion mode of physical education in colleges and universities, and calculate the results. Then carry on the offline experiment. By looking for the experimental group to carry out real experiments, we get the experimental data we need to infer the experimental results. The experimental results show that by using the new media technology of computer, some reform and innovation can be carried out on the integration mode of physical education in colleges and universities, and the resistance is small and easy to accept.
Application of VR Technology in the Construction of MOOC Resources
Authors: Huang Qian 
Published: August 2021

Abstract
In the context of the epoch-making development of science and the continuous improvement of the social system, VR technology has quietly emerged. With the rapid development of the Internet industry, various industries are also adapting to receive the collisions brought by new fields. VR is one example. In recent years, MOOCs have been continuously expanded, and the development of MOOCs has also attracted more and more attention. Through the analysis and discussion of the application status of VR technology, VR technology and MOOC resource construction are combined to discuss the effect of VR technology on MOOC resources. This article discusses and analyzes the effect and influence of VR technology on the cognitive psychology and thinking optimization of the Solfeggio and ear training courses in the MOOC. This paper uses two conservatories as experimental objects to analyze and compare the difference between the effect of using VR technology in the construction of MOOC resources and the original traditional teaching. The results of the experiment show that the average score of group B is 30.8 (standard deviation=4.2 ), is higher than the average of group A by 27.4 (standard deviation=2.5). Therefore, the introduction of VR technology can more effectively improve the cognitive psychology of learners, and it is also helpful to optimize learners’ musical thinking.
Intricate Face Recognition Based On Virtual Sample Generation
Authors: Tong Qionglin , Su Jinshan , Ma Lan , Wang Zhenhua 
Published: August 2021

Abstract
This paper mainly focuses on the problem of low recognition rate and making deep hidden features unable to learn caused by the lack of training samples in intricate facial recognition, a method of virtual image sample generation is proposed. The starGAN network based on style migration is used to generate the image that does not exist in the original database, and multiple images with different facial attributes are added to a single sample, combine the obtained virtual samples with the original database to build a larger face database for face recognition. Experiments on the CelebA face database show that the proposed method can effectively improve the face recognition rate in complex situations.
Multi-mode Controller for Hemiplegia Rehabilitation
Authors: Chen Sicheng , Yang Yunlong 
Published: August 2021

Abstract
Patients with hemiplegia should receive different therapeutic exercises at different stages. This paper proposes a multi-mode controller with three control strategies, namely PID control, impedance control, and admittance control. Depending on the muscle strength of patients, the multi-mode controller can automatically switch to the best mode. When the muscle strength is below the lower threshold, the controller will switch to PID control and achieve passive position control. When the muscle strength is above the upper threshold, the controller will switch to admittance control and achieve active force control. When the muscle strength is between two thresholds, the controller will switch to impedance control and achieve passive force control. These control strategies can meet the needs of patients with hemiplegia at different stages, and the use of the multi-mode controller can speed up the rehabilitation process, which has great practical significance.
Application of Computer Vision Media Simulation Technology in Distance Education of New Generation Labor Productivity
Authors: Zhao Qiulan , Li Zhuoya 
Published: August 2021

AbstractWith the rapid development of the information age, it has promoted the development of all sectors of society, including education, to a certain extent. It is no longer a problem to use modern educational technology in teaching. In the teaching of computer vision media simulation technology courses, the use of modern educational technology can effectively enhance the teaching effect. The purpose of this article is to study the application of computer vision media simulation technology in distance education of the new generation of labour productivity. This topic uses the data collection method and action research method to study the effect of multimedia education teaching in changing the learning style of high school students, and conducts questionnaire surveys of students before and after the experiment, and analyses the differences in the survey results. The analysis results it shows that computer vision media simulation technology has improved experimental skills to varying degrees. Among them, it is believed that the biggest improvement is the standardization of operation (26%). The second only to the operation skills is the expansion of students’ knowledge, accounting for 25%.
Study on the Era of Visual Communication Art Design
Authors: Zang Suran , Xu Lianjiang , Sun Haiyan 
Published: August 2021

Abstract
With the continuous popularization and innovation of network technology, China and the world have gradually entered the era of all-media, and the influence of visual communication art on industrial design in the era of new media has gradually increased. This paper analyzes the contemporary characteristics of modern visual communication art design from several aspects, such as design characteristics, expression and communication, and proposes that in the new era of art design creation, technology and art should complement each other, realize multi-dimensional interaction with visual information as the boundary, and realize the concept of innovation based on the pursuit of life substance, which provides a more a wide range of ideas.
Construction and Realization of University Student Information Management System Based on Big Data Technology
Authors: Feng Shuo , Zhan Ling , Zhao Hong 
Published: August 2021

Abstract
One of the important features of the “new information age” is “big data”. In the age of big data, with the introduction of student information management systems, colleges and universities are increasingly paying attention to systematically managing student information management and improving their efficiency, effective management of student information and innovative development to build a new model of management system. In studying the evolution of student information management, big data technologies emerging in the information age play an important role. By leveraging big data to improve systematic management of student information, colleges and universities can manage student information faster and more efficiently and make new contributions to the advancement of student information management. In this article, information management is considered as the theoretical basis for research, big data technology is used as the main search algorithm, and its important content is combined to analyze and study the possibilities of the student information management system. In this article, an information management system for university students is used as a research object, which is optimized and improved through big data technologies. Big Data technology can be seen as a kind of algorithm for analyzing and processing data. Therefore, it can be used to create a student information management strategy. The experimental results show that this research has a better impact on the creation and implementation of an information management system for students using Big Data technology and the application of Big Data technology in the information management system for students.
COVID-19 Epidemic Prediction Model and Prevention and Control Analysis
Authors: Fu Shaohua , Xiong Youwei , Yi Linfeng 
Published: August 2021

Abstract
COVID-19 infection was found in Wuhan area in early 2020. Because of the Data backlog in the initial period of Hubei province, it was not conducive to accurate establishment of the model. This article selected the number of diagnosed people in 40 districts and counties of Chongqing City near Hubei province for analysis and modeling. And the prediction model is divided into three stages. The first stage is the initial stage of prevention and control, and the virus transmission shows an exponential model growth. The second stage is the development period of prevention and control, the virus transmission shows a fluctuating state. In the third stage, which is in the mature stage of prevention and control, the virus spreads as a linear function. At the same time, the data curve of three stages and the reasons for its formation are analyzed. The laws revealed by this model have a certain theoretical basis for the prevention and control of new infectious diseases such as coronary pneumonia, which will have a certain guiding effect on the prevention and control of viruses in newly discovered countries and regions of the epidemic.