bluuebunny/crossref_metadata_2025_split huggingface dataset:
Research on the Design of Online Teaching System of Basketball Basic Technology
Authors: Jin Zhixiang , Zou Wei 
Published: August 2021

Abstract
With the popularization and application update of multimedia teaching, the advantage of this information technology in teaching has become more and more prominent, and it has been continuously surpassing the pure application mode to the independent research and development mode. It is very obvious in higher education, and the new educational informationization development mode combining application and development is emerging constantly. Practice has proved that the education model of “Internet + education” is leading China into the era of educational informationization 2.0 [1]. It will be a necessary way to realize the high quality and balanced development of education to drive the modernization of education with informationization. This paper adopts the research methods of literature, questionnaire, mathematical statistics and software engineering, combines the teaching characteristics of technical courses and the learning rules of students majoring in physical education, analyzes and designs the online teaching of basic technical courses of basketball and studies the online teaching system of basic basketball teaching.
Design of Multimedia Assisted Teaching System for Basketball Theory Course
Authors: Li Jin , Li Sihua 
Published: August 2021

Abstract
With multimedia technology into the university classroom, changed the traditional way of teaching in modern teaching style, bring so many changes back to the classroom teaching, especially some more boring theory courses, chunks of text teaching was replaced by the multimedia way, become colorful, not only brought convenience to the teacher’s teaching, and for the students to improve the learning interest in basketball theory course, for example, this paper studies in which the design of the multimedia auxiliary teaching system.
Research on the Design of Computer Scoring System for Chinese College Students’ English Translation
Authors: Wang Qin , Pan Fang 
Published: August 2021

Abstract
In the current field of Chinese institute students’ English computer translation, for the subjective questions in the form of question and answer, the answer is often open and non unique, which makes it difficult for the computer system to accurately identify and judge the answer. The score result still has a large drift from the manual score, so the fitting degree and prediction rate need to be further improved. Based on this, this paper first analyzes the research status and progress of English translation computer scoring, and then studies the construction of the computer scoring system of English translation grammar for Chinese institute students, and gives the logical linear model, the algorithm of feature extraction of translated text and the construction process of the model.
Design of Rural E-commerce Customer Data Mining System
Authors: Huang Xiaowei 
Published: August 2021

Abstract
Customer relationship management based on data mining helps to strengthen the cultivation of high-quality customers and improve customer loyalty and loyalty. China’s e-commerce industry market is becoming more and more prosperous, with the data volume increasing exponentially. Mining the purchasing behavior data of e-commerce industry customers has become a major way for major e-commerce platforms to increase sales volume. Traditional mining algorithms cannot meet the needs of big data analysis. According to different purposes, we will combine mining algorithm and cloud computing platform to mine the potential information of these data and provide beneficial guidance for enterprise operation. This paper starts with the impact of big data on rural e-commerce customers. At the same time, this paper analyzes the current situation of rural e-commerce and proposes the design of rural e-commerce system based on data mining [1].
Research on the Application of AI in the Field of Education Big Data Mining
Authors: Zhao Wenzheng , Wang Zaiyun , Zhu Lianqing 
Published: August 2021

Abstract
With the global summit on AI and education Big data (hereinafter referred to as BD), the deep integration of AI and education will bring more opportunities. Among them, deep learning is a hot issue in the field of AI, which will also become the key to the development of education. The integration of AI and intelligent education has become the inevitable trend of the development of education informatization. With the rise of education BD, we can analyze and accurately predict education related problems through BD, which is a new topic in the era of AI. By integrating with machine learning, we can meet the needs of BD analysis and prediction in education. Therefore, AI has many applications in the field of education big data mining (hereinafter referred to as BDM). First of all, this paper analyzes the important role of AI in the field of education BDM. Then, this paper puts forward the relevant process. Finally, some suggestions are put forward.
Research on the Role of Computer Image Technology in Visual Communication Design
Authors: Fu Lin 
Published: August 2021

Abstract
Computer image came into being at the end of 1980s, and it has experienced more than 30 years of development. Image processing technology has been widely used and has become modern applied science. Computer technology is playing an increasingly important role in people’s daily life. The use of computer technology is becoming more and more extensive along with the construction and development of information society nowadays. People’s daily life and work are inseparable. Computer graphics has also been fully valued, which greatly improves the overall effect and level of visual communication design. Graphic image processing technology is also widely used in today’s society, the works designed with it can bring great impact on people’s vision. This paper analyzes the meaning of computer graphics and image technology and visual communication design, and on this basis, expounds the significance of computer graphics and image technology on the realization of visual communication design elements, hoping that the results can bring some help to the relevant leading city [1].
Analysis of Consumer Behavior and Computer Consumption Demand of Small Enterprises
Authors: Xiong Min , Li Yingxuan 
Published: August 2021

Abstract
Since the reform and opening up, China’s economy has been greatly developed, which has resulted in the gradual increase of the consumption rate of our country’s residents. With the improvement of residents’ income, the consumption level and consumption scale of residents are expanding, which requires us to analyze consumer behavior. However, China’s per capita GDP is still very low, which leads to different consumption levels in different economic regions compared with European and American countries. Due to the dual structure of urban and rural areas, there is a large gap in the consumption level between different regions, groups and industries in China, which has caused the analysis and research of consumer behavior in China. Then, with the popularity of e-commerce, consumer demand experience has become an important driving force to promote consumer behavior, which is an important role in the continuous development of consumers. By analyzing the characteristics of consumer behavior, we can analyze the potential demand. At present, small enterprises are still an important part of China’s enterprises, which requires us to constantly analyze the consumer behavior of small enterprises. This can be achieved through consumer information and consumer demand.
Research on Computer-Aided English Language Evaluation System
Authors: Tan Jinjin 
Published: August 2021

Abstract
With the rapid development of science and technology, computer-aided language teaching and testing has become an inevitable trend in the development of English language teaching and research. With the continuous popularization of online courses, all kinds of examinations have adopted computer-aided examinations, and CET-4 has also begun to implement computer tests. Computer aided teaching refers to the use of computers as a tutor, presenting information, providing students with opportunities for practice, evaluating students’ grades and providing additional teaching. With the development of multimedia technology and communication network technology, all individualized teaching technologies with computer as the core are called the application of information technology in education. It is dedicated to the establishment of a three-dimensional foreign language learning environment supported by modern educational technology, and aims to improve the quality of foreign language teaching in a more scientific and effective way. According to statistics, there are still few computer-based college English language testing systems. The existing systems are mainly designed and developed around the CET-4 examination, and the functions are monotonous, only serving the examination. It can not help and promote students’ learning. Testing and evaluation is a unity with different functions in teaching. Only test without evaluation, examination can not play a positive role in teaching. The test only determines the learning level of language learners, and the test results themselves can not fully reflect the specific problems, because if there is no information to explain the results, the examination can not be given for analysis and feedback. It is difficult to guide teachers’ teaching and students’ learning. In view of the above disadvantages, this study intends to establish a computer-aided English language evaluation system from the perspective of the combination of language testing and evaluation. The system has many similarities with the existing CET-4 examination system, and has more complete functions, can meet the needs of the development trend of foreign language teaching, and has great attraction to students and teachers. It can not only provide students with simulated examinations, but also help students analyze test results and check problems. The computer-aided language assessment system is fast, efficient, timely and objective.
Research on Application of Deep Learning Based on Artificial Intelligence in High-noise Image Denoising
Authors: Wang Sainan 
Published: August 2021

Abstract
Image denoising is to reduce or eliminate the influence of noise on the image to obtain the original image with less error. In order to remove the noise in the image more effectively, this article builds a convolutional neural network for image denoising based on the artificial intelligence-based deep learning method, and trains it through a high-noise image data set, and analyzes the training data set and model its own influence on the denoising effect, the results show that the increase in the number of layers is beneficial to denoising.
Research on the Present Situation and Prospect of Geopark Heritage Conservation Based on Computer Database Monitoring
Authors: Zhao Xiaowu , Li Shizhu , Li Song , Liu Bangzheng 
Published: August 2021

Abstract
Geopark heritage is a representative geological asset, and organically integrates human and natural landscape, so it has rich scientific research, natural and ornamental value. Based on this, this paper first analyses the purpose and value of Geopark heritage resources protection, then takes Xingyi World Geopark as an example to study the status and problems of Geopark heritage resources protection, and finally gives the design purpose, principle and specific process of computer monitoring database of geopark heritage resources protection and conservation.
Development and Implementation of Java Game Engine Based on Network Information Technology
Authors: Yue Xiaorui 
Published: August 2021

Abstract
With the development of computer technology and network technology, various digital learning methods have seriously impacted the traditional education and teaching mode, among which gameplay learning represented by teaching games has attracted wide attention of educators. It is considered to be the most effective way to stimulate learners’ learning motivation. Mobile game is an important part of mobile phone value-added service. The research of mobile game engine has extremely important application value for the development of mobile phone game. This paper mainly studies how to realize a high-performance mobile game engine. Through the analysis of mobile phone operating system, mobile game market, mobile phone game user needs, the technology selection and main function modules of the engine are determined. Through the research of java technology, the technical architecture of engine server and client is determined. Performance and algorithm optimization are the focus of this paper, because performance issues are the biggest bottleneck in developing games on java phones.
Research on Management Decision Optimization Algorithm Based on Information Entropy in Cloud Computing Environment
Authors: Sun Shiyun 
Published: August 2021

Abstract
In the cloud computing environment, information entropy is a false judgment on the composition of information and data inaccuracy and decision-making. By using information entropy to optimize the data information, under the Internet, the analysis of network user management data in the cloud computing environment can be Quickly identify clustered data objects and reorganize management data in a cloud computing environment to improve the effectiveness of management decisions.
Research on the Development and Application of Uml Modeling Technology Based on Software Engineering
Authors: Zhao Yecheng 
Published: August 2021

Abstract
Modern life style can be said to have been built on big data and computer science, is a new way of life, completely different from the past mechanical and electrical era of life. Among them, the application of software engineering has become an indispensable part in various fields, and the diversified development of its development technology is also an important reason for the popularization of computers. In this paper, computer software development technology under the background of big data is analyzed, and the importance and necessity of computer software development is discussed.
An Empirical Study on the Prediction of E-Commerce Sales by Optimizing Grey Neural Network Model
Authors: Wang Yini 
Published: August 2021

Abstract
E-commerce is the main component of the new economy. In recent years, with the rapid development of the Internet, e-commerce shows great vitality. According to the requirements of the 13th five year plan, China’s e-commerce needs to be fully integrated into all areas of the national economy, and the e-commerce transaction volume is planned to reach 40 trillion yuan by 2020. However, the transaction volume of e-commerce is an important embodiment of the development level of e-commerce. Therefore, through scientific and reasonable algorithm, we can predict the transaction volume of e-commerce, which will reveal the depth of e-commerce development. Through the prediction of e-commerce transaction volume, enterprises and governments will conduct quantitative supervision on market development, which has become an inevitable requirement of e-commerce development. This paper first analyzes the basic theory of grey neural network. Then, the neural network prediction model is optimized.
Research on the Application of Integrated Technology in Power Dispatching Automation System
Authors: Zhang Xi , Wan Huijiang , Ma Jianwei , Huang Yusong 
Published: August 2021

Abstract
In order to improve the effect of power dispatching, staff must constantly explore new technical theory, perfect technical means and improve the effect of power dispatching. It is also of great significance to apply the integrated technology to the electric power dispatching automation system and to explore and extend it continuously, which is also of great significance to the exploration of the application value of the integrated technology.
Research on Intelligent Control of Synchronous Generator Excitation System Based on Computer Technology
Authors: Leng Xuemei , Xu Suling 
Published: August 2021

Abstract
With the maturity and development of industrial technology, power system is continuously optimized and improved. And rely on the continuous innovation of the computer, the power system is also constantly improving and upgrading. In the power system, whether in thermal power plant, wind power plant, nuclear power plant or hydropower plant, the generator is always an indispensable part of the power system, has a pivotal position. There are many types of generators, including many internal systems. In the electric power system, the generator, without any doubt, is used to convert the mechanical energy into the electric energy, and finally transmits the electric energy to the electric network through the transformer, the main generating set and so on, thus realizing the ultimate goal of power generation. This paper studies the intelligent control of synchronous generator excitation system based on computer technology, which is of great positive significance. It has a great influence on the synchronous transformation of generator, performance improvement and power system optimization.
The Optimization of Hydraulic and Electric Power System Considering the Multi-Particle Swarm Optimization Algorithm
Authors: Luo Qingyuan , Wang Yuge , Liu Lina , Chen Nan , Wei Jie 
Published: August 2021

Abstract
Water conservancy and electric power planning is an important part of urban planning and construction. In order to realize the ecological development of the multi-particle swarm optimization algorithm and improve the quality of people’s living environment, it is necessary to carry out ecological planning for the multi-particle swarm optimization. Based on the problems existing in the current development of water conservancy and electric power planning in China, this paper explores the planning and design of river courses based on the collaborative optimization of ecological multi-particle swarm optimization, so as to promote the sustainable development of urban construction in China.
Research on Voltage Sharing Optimal Control Strategy of Modular Multilevel Converter Based on Computer
Authors: Fan Yusheng , Wang Shirong , Wu Jiaao 
Published: August 2021

Abstract
With the environmental protection requirements of smart grid in China, the power electronic technology has been developed rapidly, which greatly promotes the development of FACTS and HVDC. Based on the development requirements of facts and HVDC in China, modular multilevel converter (hereinafter referred to as MMC) has become the core component of high voltage converter, which has many advantages, such as modular design, high output waveform quality, active power troubleshooting control, high reliability, etc. MMC is a new type of voltage source converter, which is suitable for many occasions, such as new energy grid connection, island power supply, large city power supply, etc. With the continuous increase of voltage level in China, the requirements of MMC for power supply companies are gradually improved. At present, computer simulation analysis has been applied to the research of MMC, which can help designers to optimize the scheme better. Therefore, this paper analyzes the equalization control of MMC capacitor voltage (hereinafter referred to as CV). Through computer simulation and analysis of control parameters, the voltage sharing optimal control (hereinafter referred to as VSOC) of MMC is carried out, which solves the current flexible DC transmission system.
Research on User Oriented Benefit Evaluation Model of Power Demand Side Management Based on Computer Software
Authors: Wang Linxin , Luo Shigang , Ren Mingyuan , Yang Zhaoguang , Shao Juan 
Published: August 2021

Abstract
Power demand side management (hereinafter referred to as DSM) is an important part of smart grid construction in China, which can realize scientific energy saving and power saving. Through DSM, the power grid can dispatch power based on user demand, which can support the sustainable development of national power industry. At the same time, through DSM, the power grid can transmit power intelligently, which is of great significance to the energy conservation and emission reduction of the society. With the construction of smart grid, power DSM has formed an important management system, which can better expand the intelligent and scientific power grid. Through the continuous transformation to energy-saving management system, the traditional load management is no longer suitable for the needs of the society, which requires us to comprehensively review the development of smart grid. Through the DSM system, we can expand the load analysis management means in smart grid, which will better tap the demand side resource potential. Through the effective evaluation system, we can provide more comprehensive, scientific and accurate decision-making basis. Firstly, this paper presents the current load forecasting methods. Then, a model is proposed. Finally, some suggestions are put forward.
Research on Characteristics and Distribution of Audible Noise in UHV Converter Station Based on Artificial Intelligence
Authors: Xie Lianke , Ma Xingang , Zhang Guoying 
Published: August 2021

Abstract
Because of its unique advantages in long-distance line loss, UHV transmission is widely used in large capacity transmission projects. As an important part of power transmission system, high voltage converter station is of great value to ensure transmission stability, applicability and practicability. However, UHV converter station will bring great noise pollution, so it is necessary to analyze and study its noise characteristics by certain means, so as to lay a foundation for noise suppression. Based on this, this paper first analyzes the test method of the noise source in UHV converter station, and then gives the specific suppression measures of audible noise in UHV converter station.
Comparison of Modal Analysis Results of Data Center Cable RackBasedonOptistruct and Abaqus
Authors: Gao Yongqiang , Du Wenman , Zhang Shanshan , Li Qian , Zhang Xuezhong , Sun Guoliang 
Published: August 2021

Abstract
As an important infrastructure of the data center, the cable rack provides an important guarantee for the safe and reliable operation of the data center during and after an earthquake. In this paper, the data center cable rack is the research object, the cable rack structural beam unit is modeled, the dynamic characteristics are studied by the modal analysis method, and the frequency and mode shape are combined to initially evaluate its seismic performance, and the difference is made through Optistruct and Abaqus. Comparison of modeling methods, analysis methods, and analysis results between analysis software, compare their mode shape correlation and frequency consistency, ensure accurate modeling and reliable results, and provide data support for subsequent related dynamic analysis.
Analysis on the Application of Artificial Intelligence Technology in Electrical Automation Control
Authors: Ding Dawei , Zhang Zaizhen , Ding Qian 
Published: August 2021

Abstract
AI technology organically integrates the info and intelligent content of electronics, telecommunications, computer and other fields and disciplines, can achieve accurate control operation, reduce the dependence on human intervention, and greatly improve the intelligent level of these fields, so it has important research value. Based on this, this paper first analyses the AI automation control theory, then studies the electrical automation control based on AI technology, and finally gives the specific application strategy of AI in electrical automation control.