Atlantis Highlights in Computer Sciences
2295 articles
Proceedings Article
Research on the Empowerment of Smart Community Development through Artificial Intelligence
Borong Xu
The artificial intelligence (AI) community is the product of the iterative upgrading of intelligent communities with the emergence of AI technology. Within the specific scope of applications, AI technology mainly emphasizes three major scenarios—public safety, public management, and public services—to...
Proceedings Article
Research on Machine Learning-Based Multi-source Precipitation Data Fusion
Hengliang Guo, Yu Fu, Yaohuan Yang, Yuanyuan Yue, Menggang Kou, Wenyu Zhang
With the development of artificial intelligence (AI) in recent years, meteorological departments have also begun to improve algorithms and revise short-term forecasts via AI, expecting to timely capture meteorological clues in massive weather data, to “prevent meteorological disasters”, and “calculate...
Proceedings Article
Research on Situational Prevention of Drug Crimes from the Perspective of Big Data Based on SPSS Software
Cheng Bo
Due to the complexity, concealment, and intelligence of drug crimes, traditional social prevention, penalty prevention and other measures are difficult to effectively deal with. The advent of the era of big data has brought opportunities for the prevention and control of drug crimes. The track, record,...
Proceedings Article
Application of Information Technology in Woodcut Prints
Wei Huang
The traditional woodblock printing plate has certain limitations. Because of the lack of accuracy of manual processing, the picture effect is weakened. Under the background of the diversification of modern art styles, woodblock prints are easily impacted by other art forms. The application of information...
Proceedings Article
Development of Online Dance Teaching System Based on Computer Technology
ShuiLiang Xu
With the development of higher education in China and the development of computer technology, most of the courses in colleges and universities have begun to use computer technology to improve the efficiency of course teaching. Traditional teaching methods can no longer meet the needs of current college...
Proceedings Article
Research on Enterprise Risk Prediction Path Based on Knowledge Graph
Zi Ye, Shengchun Ding
Identifying risk information from enterprise big data is the top priority of enterprise risk management. Based on the literature research of enterprise risk early warning, the task of risk identification and risk evaluation in early warning research is summarized as enterprise risk prediction, and its...
Proceedings Article
Click It! How the Features of Educational Video and Influencer Impact the Digital Consumer Engagement
Yiren Long
The educational short video has emerged as a practical approach for influencers to connect with digital customers through social media platforms. However, there is a lack of empirical studies that use a mathematical modeling approach from social media data to focus on educational short videos. The present...
Proceedings Article
Construction and Application of Investment Benefit Evaluation Model for Differential Distribution Network Project
Peng An, Caiyang Yue, Lili Zhang, Shibiao Zhang, Guanlei Dong, Kai Huang, Kai Wang
In recent years, with the continuous improvement of the economic level of China’s power grid, power grid enterprises have shown high enthusiasm for investment, which undoubtedly increases the investment benefits of enterprises, making the investment scale of power grid enterprises show a growing trend....
Proceedings Article
Research on Risk Evaluation of Whole Process Cost Consulting Service Based on Set Value Method
Huili Zhang
Carrying out the whole process of cost consulting services may face risks such as long business cycle and many uncontrollable factors. If these risk factors cannot be effectively identified and prevented, it will not only bring serious economic losses to the owner, but also affect the market reputation...
Proceedings Article
Ideological And Political Classroom Teaching in Colleges and Universities Under the Background of The New Era
Min Jiang, Yujia Song
The construction of socialism with Chinese characteristics has entered a new era, and the Party Central Committee has put forward higher requirements for the improvement of the main channel status and role of ideological and political theory courses in moral education work in colleges and universities....
Proceedings Article
Predicting the Trend of Rental Housing Prices in Shenzhen Based on Stacking Regression Models
Hongzhan Li, Hao Lin, Yuntao Jia
Rent price prediction is an important research direction because it can help tenants, landlords, and real estate companies better understand market dynamics and formulate strategies. In this paper, we obtained and preprocessed the Shenzhen rent information from the Chain Home and Shell websites, and...
Proceedings Article
Research on the Framework and Path of Smart Community Construction Based on ANP-SWOT Model Analysis
Defa Cai, Jiaqian Li
The community is the basic unit of urban residents’ life, and the smart community is the basic unit of the smart city. The smart community is the use of new generation information technologies such as 5G, Internet of Things, big data, artificial intelligence, and blockchain, guided by the wisdom, green...
Proceedings Article
An Analytical Research on Current Development Situations of Social Organization Standards of Guangdong Province on the Basis of Big Data Analysis Method
Tingjun Huang, Youhong Yang, Zhengyuan Wang, Jingyang Mao, Hanying Zhi
People from all walks of life are paying more and more attention to social organization standards, which play an important role in meeting market and innovation demands. This paper uses the clustering analysis method and the entropy weight method based on big data to analyze the current development situations...
Proceedings Article
Traffic Sign Detection Based on Deep Learning Methods
Xiqing Huang, Fan Wang, Shibin Yang, Hongfei Zhang
This article gives a brief overview of a few current research on traffic signs detection, which briefly reviews the concept and structure of traffic signs detection in the last decade. The methodology varies in different ways which is generally separated into two exact dimensions. The first one is the...
Proceedings Article
Analysis on Spatial Characteristics and Influencing Factors of Inter-provincial Population Migration Based on Multiple Linear Regression Model
Fei Su, Xiaoqian Zhu, Lei Tong, Yuhua Zhong, Liangmin Cheng
Using the concept of migration preference index, this paper first calculates the comprehensive out-migration indexes, the migration preference indexes of outside Anhui province from 2014 to 2018, then conducts a multiple linear regression to model the migration preference indexes, and puts forward the...
Proceedings Article
Mechanism and Path of the Technical Innovation Driven Transformation of China’s Foreign Trade Development-- From the Point of View of Social Reproduction Process
Xiaodong Bo, Honglei Liu
Over 40 years after China’s open-up, China’s foreign trade has developed dramatically. However, there is a big gap between China’s foreign trade development and that of western developed countries, especially in terms of quality benefit and competitive edge. In 2015, Chinese government proposed the implementation...
Proceedings Article
Multivariate Analysis of Employee Emotional Labor on Customer Reuse Intention of Express Delivery Enterprises
Wei Li
At present, scholars have put forward many theoretical and empirical studies that affect customer intention. Taking express delivery enterprises as an example, this paper collects 217 valid questionnaire data from customers, uses structural equation model and Bootstrap interval estimation and other statistical...
Proceedings Article
Research on the Blended Course Teaching Design of C Programming
Sai Li, Guolin Zhai
The current "mainstream education" includes traditional classroom teaching and online teaching. Traditional teaching can no longer meet the needs of application-oriented undergraduate education. Although online teaching has made up for the shortcomings of traditional teaching to a certain extent,...
Proceedings Article
Human Resource Management System for Small and Medium-Sized Enterprises based on SSM Frameworks
Haohai Fu, Jinmei Liu
With the development of information technology and the arrival of the era of big data, the traditional employee management can no longer meet the needs of modern enterprises, and the informatization, automation and intellectualization of enterprise human resource management has been the trend. Therefore,...
Proceedings Article
Study on the airflow signal model of voiceless plosive in Xiahe Tibetan based on Glottal MS110
Jing Zhang, Yonghong Li
This paper takes Xiahe dialect as the research object, writes a Matlab program to extract the airflow signal parameters of the voiceless plosive initial, and establishes the airflow model of the plosive on the basis of more than 200 monosyllabic corpus, and describes the characteristics of different...
Proceedings Article
Study on Influencing Factors of College Students’ Entrepreneurial Intention Based on Logistic Model
Yuanyuan Xu
Based on the survey data of 600 college students from 7 colleges in the city of Wuhu China, a logistic model was used to empirically analyze the influencing factors of the entrepreneurial willingness from four dimensions: individual characteristics, self perception of entrepreneurship, family environment,...
Proceedings Article
Exploring the Combined Elements of Hotel Short Video Marketing Influencing Consumers' Purchasing Decisions
Fenghai Zhang, Yuhang Sun
With the development of the Internet and electricity industries, short video drainage pattern emerging in disguised forms, and also caused the attention of many academics and industry. How to use the short novel video marketing to attract consumers, to achieve product sales become a new trend in the...
Proceedings Article
A Research on the Development of Resource-Based Cities by Using the Big Data to Realize the Economic Transformation
Taking Jining City of Shandong Province as an Example
Shengye Tao, Zhen Li
The technological revolution, based on the big data, has exerted a huge impact on people’s work and life styles. Currently, China has to simultaneously deal with the slowdown in economic growth, make difficult structural adjustments, and absorb the effects of previous economic stimulus policies, namely...
Proceedings Article
Japanese Mainstream Media’s Stance on China’s Efforts in Poverty Alleviation Based on Big Data
An Informatization Study of News Report
Wenyu Zhang
Big data technology has a huge impact on the patterns and structures of international relations as well as triggering changes in traditional research methods. Poverty governance is an important part of global governance and an essential step in promoting human development. In recent years, China has...
Proceedings Article
Research on the Solution of Vocational English Online Education Based on Artificial Intelligence
Qiren Wang, Ziming Zeng
With the rapid development of mobile Internet, vocational English online vocational education has won the favor of a large number of users for its strong practicality and convenience. Students can make up for the limited amount of professional class hours in schools by learning relevant courses. However,...
Proceedings Article
Research on the Spatial Evolution of the Coordination Degree Between Basic Public Services and Economic Development
Xinyu Zhang, Xiaoshen Cai
With the in-depth development of intelligent society, providing high-quality public services has become an important topic in the modernization of national governance system and governance capacity. In order to investigate the quality of public services in China, this paper selects the relevant data...
Proceedings Article
Lightweight YOLOv7 Real-Time Insulator Power Equipment Defect Detection Based on Attention Improvement
Tao Wang, Jingfeng Xiao, Xinxin Meng, Wenzhong Yang
efective faults in insulator power equipment can affect transmission equipment's normal operation and electricity consumption in the service area. To reduce or avoid transmission faults caused by defective insulator power equipment failures, structural defects of insula-tors need to be detected....
Proceedings Article
Research on The Construction of College Students' Network Ideological and Political Education Platform Based on Artificial Intelligence Technology
He Zhang
Digital technology has been widely used in all walks of life in our country, and its role is becoming more and more significant. University educators are also turning their attention to emerging science and technology. In the context of artificial intelligence technology, advanced artificial intelligence...
Proceedings Article
Quantifying the difficulty of word guessing based on lexical categorization
Shuhan Liu, Shuhan Xu, Yanqi Huang
This article focuses on the Wordle game, a word puzzle game that has become extremely popular on social media. To improve the user’s gaming experience, three models have been proposed to solve the problem: a model for predicting the number of players, a model for predicting the number of attempts, and...
Proceedings Article
Research on the Influencing Factors of Online Video Danmaku Watching and Participation
Junfeng Liao, Rundong Li, Huizhong Liao, Junkai Huang
This study attempts to explore the internal mechanism of how the characteristics of danmaku affect users’ sense of video-watching experience and then affect users’ behavior. This study puts forward seven dimensions that describe the characteristics of danmaku. Then the research model is established based...
Proceedings Article
Research on Policy Evaluation of College Ideological and Political Education based on PMC Index Model
—— Take the 100 Policies Published Since the New Era
Sijie Zhu, Jia Wang
The policy of ideological and political education in universities is an important bridge connecting the theory and practice of ideological and political education in universities. After quantitative evaluation based on PMC index model, it is found that since the new era, the 100 ideological and political...
Proceedings Article
Research on Digital Management of Whole Process of Science and Technology Planning Project in Shandong Province Based on Internet Technology
Zhengqian Feng, Wang Li, Zhongwei Chen, Xikai Ding, Ning Dang
To implement the party central committee stressed the "deepening the reform of science and technology system, enhance the vitality of science and technology innovation", "form the dynamic management and operational mechanism of science and technology", this study took 100 major science...
Proceedings Article
Market Mechanism Design to Stimulate the Value of Energy Internet
Zechen Wu, Menghua Fan, Gao Zhang, Shijun Tian
In recent years, with the deep integration of energy revolution and digital revolution, the power grid is accelerating its transformation and upgrading to Energy Internet with a higher level of intelligence and interaction, stronger resource allocation and value creation capabilities. The construction...
Proceedings Article
Research on policy cognition, government trust and members' sense of acquisition -- An empirical study based on Farmers' Cooperatives in Yunnan Province
Hui-Min Shao, Qing Jin, Sheng- Zhe Qin
Farmers' cooperative is a powerful catalyst to promote rural development, improve the living standard of rural residents and build a new countryside. However, due to the remote location of many farmer cooperatives and the low educational level of the members, their cognition level of the government's...
Proceedings Article
Research on the Application of Informatization Teaching Mode Based on Computer Live Broadcast Technology Under the Background of Internet Big Data
Le Chen, Xiao Xiao
Objective: To explore the application effect of the informatization teaching mode based on computer live broadcast technology in medical nursing. Methods: 200 nursing students who participated in online teaching courses in 2020 were selected as the experimental group, and 210 nursing students who participated...
Proceedings Article
Coupling Effect of Digital Economy and Agricultural Modernization
Yuhang Sun
A mutually reinforcing link may be seen in the rapid expansion of the digital economy and agricultural modernisation in recent years. This essay uses China’s time-related data series from 2011 to 2019 as its analysis object. The coupling degree model is used to gauge the degree of coupling between China’s...
Proceedings Article
Development of Education Management System Based on ArcGIS Technology
Xiaoling Liu
Big data thinking and big data technology has brought unprecedented opportunities to education career, big data environment makes the traditional teaching method is gradually improving, student-centered discussion, interactive learning can let students learn anywhere on campus, online combination of...
Proceedings Article
Create a Curriculum Reform and Practice Mode of Integration of Production and Education Based on Virtual Simulation Resources
Taking the Course “Cold Chain Logistics Management” as an Example
Yanling Fan, Wei Yao
Cold chain logistics involves many links such as picking, packaging, storage and transportation, and sales, and it is difficult to carry out traditional experimental teaching. Based on this, this paper integrates the principles of 3T, 3P and 3C of cold chain logistics, and uses 3D modeling, animation,...
Proceedings Article
Analysis of the Domestic Cultural and Creative Product Field from the Perspective of Knowledge Graph
Rao Jian, Dingyan Guo, Yuyan Tan
The aim of this work is to visually sort out the current status and hotspots of museum research in China, summarise the current development dilemmas, and analyse the future development trends through knowledge graph.The method is to use CiteSpace literature data visualisation software and select CNKI...
Proceedings Article
Application of IoT and Big Data Technology in Digital Testing Platforms
Xin Wang, Liwei Yang, Dejun Liu, Bowei Chen
With the advancement of Internet of things and big data technologies, they have been introduced to the traditional experiment testing industry. This paper introduces the composition and functions of digital testing platforms, elaborates the purposes and objectives of these platforms, and analyzes its...
Proceedings Article
Research on the Coupling and Coordinated Development of Digital Economy and Rural Revitalization
Chunhuang Lv
AS a new driving force of China's economic development, digital economy is a vital path to make rural revitalization come true. In order to promote the coordinated development of rural revitalization and digital economy, the evaluation index system of rural revitalization and digital economy is...
Proceedings Article
Research on Standardization Construction of Emergency Supplies Management
Wan Wang, Jun Wei, Tingxin Qing, Chao Zhang, Qian Zhou, Fengjiao Xu
In recent years, with the development of China's economy and society, China's emergency supplies management and standardization has also had a certain development. In the early stage of novel Coronavirus (2019-NCOV) epidemic response, there was a shortage of emergency supplies in China, which...
Proceedings Article
New Drug Research Hotspots and Frontier Visualization Analysis in China
Yufang He, Zhen Gong, Chengye Zhang, Fang Xia
Objective To explore the status, hot spots and frontiers of new drug research in China through visual maps. Methods Using CNKI as the literature source and using CiteSpace software, the quantitative tool CiteSpace software was used to visually analyze the literature related Chinese to new drugs in China...
Proceedings Article
Exploration and Application of 3D Modeling Software in Practical Teaching
Guangdong Han, Weirong Luo, Shenghai Wang, Baojun Wang, Jie Yang
The practice of traditional auxiliary engine comprehensive training mainly focuses on equipment disassembly, key component introduction and theory description. The training content also lacks equipment structure design and engineering software use. Due to the COVID-19, students can not enter the laboratory...
Proceedings Article
Deep Learning in Chinese Text Recognition Program: Exploring the Influence of Program Parameters on Recognition Accuracy
Zhengyu Peng
Deep learning (DL), a class of pattern analysis methods for learning the intrinsic patterns and levels of representation of sample data, has gained more and more attention in recent years. However, deep learning still faces many problems. The difference of various parameters when deep learning is performed...
Proceedings Article
The Exploration and Application Research of The Leading Mode of “Two Creation” in Shandong Province With Strong Culture
Xue Wang
With the blessing of digital technologies such as blockchain, artificial intelligence and virtual reality, the integration of cultural tourism industry and meta-universe is getting closer, and the era of cultural tourism meta-universe is quietly coming. From the national to the local, the meta-universe...
Proceedings Article
Research on the Influence of Information Technology on China’s Higher Education in the Post-epidemic Era
Yan Chen, Hang Zhang
The development of information technology has added new vitality to the teaching work of colleges and universities. This article mainly discusses the influence of information technology on higher education in the post-epidemic era and proposes relevant countermeasures. In the post-epidemic era, information...
Proceedings Article
Design of Intelligent Grading System for College English Translation
Chuan Zhou
At present, the currently used intelligent scoring system for college English translation has the following defects in practical application: the running time is too long, and the final scoring result deviates greatly from the actual one. In view of this situation, in order to further reduce the manual...
Proceedings Article
Research on Enterprise Cost Management Decision-Making Information System Based on BI Intelligent Information Flow
Jiangzhi Yu, Junmin Wu, Jianbo Cui
To address the shortcomings of current enterprise cost management, this paper innovatively proposes an enterprise cost management decision-making system based on BI intelligent information flow, gives the corresponding implementation steps, combines the attribute reduction algorithm, extracts important...
Proceedings Article
What makes Ultra-low-price tour agencies survive in China tourism market?
Zhou Wang, Ying Wang
Economic relationships between business units based on geographi Ultra-low-price tour (ULPT) is a trap that some travel agencies use to attract cost-sensitive travelers by offering an extremely low price and making them spend much more money during the trip. Government has taken measures to decrease...
Proceedings Article
The Impact of Agricultural Product Traceability Information on Consumer Online Purchasing Behavior
——Mediating Effects of Perceived Environmental Information Transparency
Xiaolin Li, Yilun Xie
The purpose of this study is to investigate the quick trust generated by traceability information of agricultural products in consumer purchasing behavior and its impact on purchasing behavior. The results show that traceability information promotes consumers' perception of environmental information...
Proceedings Article
Analysis of RV Marketing Strategy in North China Based on Big Data
Minhui Zhou, Xuefeng Yang
With the development of Chinese economy, the improvement of people’s income level, the change of travel mode, climate conditions, natural and cultural resources and huge market, the RV industry in China has developed rapidly. In this study, 341 questionnaires were obtained, and the RV sales data were...
Proceedings Article
Evaluation Method of Vocational Undergraduate Practice Teaching Quality Based on Fractal Dimension
Yongping Xiong
To improve the evaluation system of vocational undergraduate practical teaching and promote the sustainable development of practical education, an evaluation method of vocational undergraduate practical teaching quality based on fractal dimension is studied. This paper extracts the multi-dimensional...
Proceedings Article
Research on the Influence of National Education on the Development of Pension Industry Based on Binary Logistic Regression Model
Shu Yu, Xiaomeng Qu
Population aging is a basic national condition that runs through the 21st century in China. Actively dealing with population aging is a long-term strategic task of the country. Through a questionnaire survey, statistical analysis and other methods, this paper discusses the public's understanding...
Proceedings Article
Research on the Impact of Artificial Intelligence on Government Public Service Quality
Take Hangzhou as an Example
Fuyan Hong, Wenlin Dou, Shuai Chen
With the in-depth development of “promoting the modernization of national governance system and governance capacity”, governments at all levels try to use artificial intelligence technology to improve the quality of government public services, which has attracted the attention of all sectors of society....
Proceedings Article
Practice of energy visual management system in energy saving and efficiency improvement of enterprises
Ya WANG
With the rapid development of modern economy, the enterprise management mode is also changing. In the process of enterprise management, the energy visualization system can be used to control the energy consumption of enterprises. In order to better coordinate the relationship between economic development...
Proceedings Article
Information Technology Based Forestry Information Technology Application Professional “Post Course Certificate Competition” Curriculum Reform
Yueming Chen, Hualong Cai, Xu Luo, Yiyan Zhuang
Forestry Information Technology Application is a composite major based on forestry, which organically combines computer technology, measurement technology, geographic information technology and forestry technology. The national forestry and grass industry is in urgent need of a large number of professional...
Proceedings Article
Sematic Search Augmented Conversation for Enhanced Dialogue Generation
Yibo Yao, Azlan Mohd Zain, Kai-Qing Zhou
Although advanced conversational models like ChatGPT are capable of generating rich and coherent content, the generated responses often contain fictional facts and knowledge hallucinations. A mainstream approach to addressing this problem in the past has been fine-tuning or retraining models by injecting...
Proceedings Article
A Measurement and Treatment Method of Bond Default Risk Based on Monte Carlo Simulation Technology
Chunyan Xue
In the scenario of bank bond risk measurement, due to the scarcity of bond default sample data and feature information, the model after machine learning modeling is not enough to represent the past and predict the future, which affects the accurate measurement of bond default risk. The system uses Monte...
Proceedings Article
The Prediction of Stock Prices
Dingwei Bai
The prediction of stock prices has consistently captured the attention of numerous analysts and researchers. Due to the influence of various variables such as economics, politics, investment psychology, and trading techniques on the price trends of stocks, forecasting stock prices inherently presents...
Proceedings Article
Forest Land Surface Area Computation in Jing-Jin-Ji region based on DEM
Shilun Kang, Qian Li, Mianmian Cheng, Yaxin Zhai, Yilan Lou
With increasing attention to environmental protection, forests, as the main body of terrestrial ecosystems, have increasingly become the focus of environmental engineering research. In order to improve the effectiveness of forestry engineering construction, the use of remote sensing technology to cover...
Proceedings Article
An Evaluation and Analysis of University Curriculum Support Effectiveness in Public Security Colleges for Public Security Joint Examination
Jun Shen, Fan Li, Xia Zhong, Fan Kong
In order to explore the relationship between students’ scores in the public security joint examination and the allocation of professional courses in schools, and to realize the design of professional courses to serve the practical needs of the joint examination of public security more accurately, a new...
Proceedings Article
Empirical Study on Work Pressure, Regional Differences and Audit Quality Based on Big Data
Haihong Li, Yuanyuan Yang
As an important monitoring mechanism for company management, the quality of audit affects the achievement of audit business objectives. In this paper, we selected A-share listed companies in China from 2015–2019 as the research sample, used the analysis method of multiple linear regression, and conducted...
Proceedings Article
Big Data-Driven Computer Teaching Effect Evaluation Model
Yongjian Yu
With the continuous progress of information technology and the continuous development of science and technology, the concept of big data is gradually infiltrating into every corner of social life. The opportunity of big data to promote the reform and development of modern education in China is one of...
Proceedings Article
Research and Prediction of Health Expenditure Factors in China Based on Machine Learning Methods
Xiaoqin Zhang, Xiaowen Wan
Objective
To analyze the influencing factors of China's total health expenditure and predict the development trend of China's total health expenditure in the next five years based on historical statistics and provide some theoretical basis for formulating relevant policies. Methods:...
Proceedings Article
Dynamic Research on Housing Purchasing Power in China’s Major Cities
Houqing Wei
Housing prices have always been a concern for the Chinese people. Some scholars have conducted in-depth studies on China’s real estate bubble and housing purchasing power in a few cities. Still, few have conducted analytical studies on the changes in housing purchasing power in China and major cities....
Proceedings Article
A Survey of Cybersecurity Awareness Among Undergraduate Students at Yunnan University of Finance and Economics in China
Xiaoyu Du, Thippaya Chintakovid
In 2022, more than 55% of internet users have encountered cybersecurity problems, which makes it have negative impact on public security. The group under the age of 20 is mainly students at school or young people just entering society. Because of their low financial resources and lack of security awareness,...
Proceedings Article
Research on the Development Strategy of Community Embedded Elderly Care Services Under the Empowerment of Information Technology
Based on the Perspective of Integrated Services
Li Li, Shuoyi Zhu
With the aging trend becoming more and more severe, the community-embedded elderly care service model provides a new idea for solving the problem of caring for the elderly. However, problems such as imperfect institutional planning and poor resource integration ability plague the development of community-embedded...
Proceedings Article
Influence of Empathy Fatigue on Medical Students' Implicit Absenteeism in Ethnic Minority Areas
Lei Lei, Bin Chai, Hong Li, Xinggui Xu
With the arrival of the post-epidemic age, many new aspects of the influence of empathic fatigue on covert absenteeism among medical students have surfaced. In this paper, we investigated the data of 600 medical students in schools in minority areas of Yunnan using the Social Connection Scale Revised...
Proceedings Article
Statistical Analysis of Factors Influencing the Per Capita Disposable Income of Urban Residents in Anhui Province
Jiangshuang Huang
With rapid social and economic development, the living standard of residents is also rising. The disposable income per urban resident, which is one of the indicators of the living standard of the residents, is also attracting more and more attention. Therefore, it is of great significance to China's...
Proceedings Article
Collaborative Filtering of Learning Resources Recommendation Based on Learners’ Viewing Behavior
Chong Wang, Ziyao Wang, Yongzhe Zhao, Yixuan Zhao
With the popularity of online education and the development of information technology, the number of learning resources on the Internet has increased geometrically, making it often impossible for learners to obtain more accurate learning resource recommendations. The main form of online learning for...
Proceedings Article
Research on the Impact of Manufacturing Digital Innovation Resources on Knowledge Creation Based on SmartPlS: The Mediation Effect of Digital Innovation Ecosystem
Yan Wang, Shuo Liu, Yu Liu, Jieru Wu
Executing digital innovation activities and creating a digital innovation ecosystem are critical engine for effectively promoting knowledge creation in the manufacturing industry, advocating deep integration of the digital economy and manufacturing industry, and achieving high-quality manufacturing industry...
Proceedings Article
Themes, Trends, and Influence: A Preliminary Study of the International Academic Discourse Power of Big Data Research in the Field of Chinese Social Sciences
Xue Meng, Tang Jingqian
Taking the big data-related literature included in SSCI as the data source, this paper applies the WoS analysis function and knowledge graph tool Citespace III to conduct bibliometric and visual analysis in social sciences. Quantitative and qualitative analyses are performed to uncover the international...
Proceedings Article
Network Teaching Evaluation of Aesthetic Education in Colleges and Universities From the Perspective of Cognitive Science
Zhenhong Li
From the perspective of cognitive science, aesthetic education(AE) research will focus on the cognitive dimension of AE research. From the actual situation, the online teaching evaluation of AE in CAU has a unique role of feedback, diagnosis, guidance and intervention, which is an important measure to...
Proceedings Article
Ethical Study on Problems and Development of the Online Crowdsourcing Translation Platform Yeeyan Based on Big Data
Xiuying Lu, Jia Li
The emerging crowdsourcing translation industry, originating from the practice of enterprise crowdsourcing, driven by the urgent needs of the increasingly diversified translation market, effectively integrates the scattered translation resources and public wisdom. Online crowdsourcing translation platforms...
Proceedings Article
Research on the Influence of Knowledge Hiding on the Subsequent Altruistic Behavior of the Hider -- A Dual Mediation Model Based on Compensatory Ethics
Jingwen Liu
Previous research on knowledge hiding has mostly focused on its negative effects, however, the hider might also make up for their mistakes by using their skills. This study is based on the compensatory ethics, aiming to explore the generation mechanism of subsequent altruistic behavior of knowledge hiders...
Proceedings Article
Trend-Based K-Nearest Neighbor Algorithm in Stock Price Prediction
Shengtao Gao
This paper introduces a trend-based stock price prediction method that employs the K-nearest neighbors (KNN) algorithm for trend forecasting. Experiments were conducted using a historical stock price dataset, and the prediction performance was evaluated. Experimental evidence suggests that, in relation...
Proceedings Article
Establishment and Research of Ecological Environment Assessment Method in Mining Area -- Taking Anshan Open-pit Mine as an Example
Zhi-wen Hu, Shun-bao Liao, Yu-na Qi
In the process of obtaining natural resources, human beings will inevitably destroy the environment and affect the ecological balance of nature. The establishment of ecological environment evaluation method for mining area and surrounding area can protect the environment of mining area and realize the...
Proceedings Article
Analysis of the ways to improve the teaching effect of live marketing courses
Mandan Cao, Zhihua Gan, Juan Cheng
Based on the current situation of live broadcast marketing course, this study takes teachers and students in vocational colleges as the survey object, and uses principal component analysis (PCA) method to analyze the key factors affecting the satisfaction of live courses in higher vocational colleges...
Proceedings Article
Quantitative Analysis of China's New Drug Policy Based on Text Mining Perspective
Yufang He, Ruoyao Jia, Wenjing Duan, Zhen Gong, Chengye Zhang, Kaiyue Shen, Fang Xia
This paper focuses on the vital domains and developmental trends of new drug-related policy. A total of 98 policy texts from 2010–2021 were subjected to cluster analysis and strategic coordinate analysis. The results showed that the number of new drug policies is fluctuating upward, the coordination...
Proceedings Article
A Comparative Study of International and Chinese New Generation Staff Research from the Perspective of Knowledge Domains Mapping
Ting Zhai, Yanru Cui, Kangxin Yan, Wencheng Zhou
It has become a common phenomenon that the intergenerational shift occurs all over the world. What do they care most about at work? What happiness and annoyance does work bring to them? These are the hot issues concerned by the practice community in recent years. Therefore, it is necessary to conduct...
Proceedings Article
Design and Development of University Teacher Management Information System Based on ASP.NET Technology
Chunlin Yang
The information management of teachers plays an extremely important role in the quality management of talents in colleges and universities, but there are many problems in practice, such as untimely information processing and difficulty in information sharing. Therefore, it is very necessary to construct...
Proceedings Article
Construction of Mobile Platform for Youth Sports Training Based on Big Data Thinking
Yongjun Xiao
The arrival of the era of big data has profoundly affected the changes of human society and culture, Scientific and technological progress has made the Internet reshape the sports industry, and the Internet has gradually expanded the resource boundaries of the sports industry, breaking the monopoly of...
Proceedings Article
Research on the Improvement Method of Electricity Marketing Management
Ning Wei, Yaoyu He
With the rapid development of science and technology and economy in China, the living environment of electric power enterprises has undergone earth-shaking changes. In order to adapt to the current economic and social development situation, electric power enterprises have carried out corresponding reforms...
Proceedings Article
Research on the Auxiliary Teaching of Classroom Demonstration Experiment in University Physics Class
Gang Song
In University physics class, classroom demonstration experiments play an important auxiliary role to help the student understand physics theories. Based on the classroom teaching of university physics, this paper analyzes the auxiliary role of classroom demonstration experiments in university physics...
Proceedings Article
Design and implementation of microwave transmission courses based on virtual reality and oriented towards future education
Wei Liu, Huaijun Zhou, Han Liu
"Fundamentals of Microwave Technology" is a compulsory course for undergraduate majors in Electronic Science and Technology, playing a connecting role in the microwave series of courses. The course aims to face future education, and is designed and implemented based on virtual reality systems...
Proceedings Article
Design and Implementation of Web-Based Remote Open College Teacher Training System
Wenyuan Ji
Colleges and universities have been looking for appropriate ways to improve teacher training, hoping to find a new way of teacher training through the Internet and emerging technologies. Firstly, the author analyzes the problems existing in the training of college teachers, and develops a long-distance...
Proceedings Article
Analysis of the role of “Online State Grid” in optimizing business environment and improving power supply service level
Yichi Zhang, Wei Zhang, Fei Lou, Qirui Chen, Ying Jiang
In order to promote China's economic development, improve the quality of power supply service, reduce power grid costs, and maximize the interests of enterprises, this paper discusses the role of "State Grid on the Internet" in optimizing the business environment and improving the level...
Proceedings Article
Construction of Information Evaluation System of College Education Management
Lei Chen
The construction of teaching management information is very important to the management level and teaching reform and innovation. However, due to external factors, the information construction of university education management has problems such as low utilization rate and lack of unified standards....
Proceedings Article
Research on the Extraction and Application of Vinegar Culture Elements in Zhenjiang Under the Background of Big Data
Gan Gao, Mingzhu Li
As one of the Four Famous Vinegars of China, Zhenjiang vinegar has a long cultural history and great cultural significance, which is a profound refinement in the lifestyle and cultural spirit of Zhenjiang people. In recent years, with the explosive growth of data resources, the channels of access to...
Proceedings Article
Analysis of The Use Data and Influencing Factor Model of Community Elderly Care Services for Empty-Nest Elderly
Mengdan Fan
Due to the deepening of aging and the change of family structure, the number of empty-nest elderly in my country has been increasing year by year, which is accompanied by serious pension problems. The community elderly care service has alleviated the old-age dilemma of the empty-nest elderly to a certain...
Proceedings Article
Development of Interactive Teaching System for Preschool Education Classroom
Junfang Zheng
With the advent of the Internet era, the rapid development of smart phones, ipads and other mobile handheld devices provides a suitable development platform for education. In the field of education, interactive teaching can enrich the teaching scene and enhance students' understanding of knowledge....
Proceedings Article
The Design and Implementation of Kinect-Based College Sports Auxiliary Evaluation Training System
Yue Jia
Based on Kinect equipment, the construction of college sports auxiliary evaluation training system was completed with the core of motion capture technology and ASP.NET architecture. Aiming at the problem of lack of scientific evaluation and feedback of teaching effect in the current physical education...
Proceedings Article
Analysis on the Spatial-Temporal Evolution of Zhaotong’s Industrial Structures Under the Background of Rural Revitalization
Huaying Qu, Rong Xu, Jinxiang Shen, Chuanqing Deng
In the context of rural revitalization, the application of big data can accurately provide data support for industrial revitalization and agricultural development. Based on the statistical data of Zhaotong City from 2006 to 2020, this paper adopts shift-share analysis, industrial structures conversion...
Proceedings Article
Research on the construction of role playing experiential teaching mode in TCM medical record training teaching based on virtual simulation technology
Huaxing Cai, Yunlong Xu, Qi Wen, Ying Liu
With the help of virtual reality technology, the role playing experiential teaching mode is applied to the practical teaching of TCM medical records. Through the immersive role experience in virtual reality environment, students are physically and mentally involved and feel the sense of career mission....
Proceedings Article
A Comparative Analysis of the Stackelberg Game Approach to Green Closed-Loop Supply Chains under Different Recycling Channels
Lifan Shen
In the face of rapid economic development and increasingly severe environmental challenges, today's society is more critical to creating sustainable green supply chains. The article explores the application of game theory in the green closed-loop supply chain by discussing and analyzing the green...
Proceedings Article
Project-Based Cyber Security Course Teaching Based on Digital Training Platform
Yang Li, Wenting Li
As cyber security issues are becoming obvious around the world, the training of cyber security professionals is particularly important. Educators are trying to find effective teaching ways for cyber security education. In order to help students develop both theoretical and practical abilities, project-based...
Proceedings Article
Research on the Construction of Technical Ethics Boundary and Responsibility Model in the Construction of Smart Campus
Changlong Hu, Rong Zhou
With the rapid development of information technology, the construction of smart campuses has gradually become an important direction in the field of education. However, in this process, ethical issues related to technology are becoming increasingly prominent[1]. This article aims to explore the boundaries...
Proceedings Article
The Practice of College English Teaching Reform with Intelligent Voice Evaluation in the Context of Artificial Intelligence Empowering Education
Yamei Zhang
Artificial intelligence (AI) technology empowers the digital transformation of education, which is gradually shaping a new form of education. Based on the theory of “computer-assisted language learning”, an overall teaching reform practice of human-machine collaborative education was conducted through...
Proceedings Article
A Method for Online Course Evaluation Based on Continuous Bag-of-Words Model and Semantic Analysis—A Case Study of Statistics
Yongjie Chu, Cengceng Liu
With the rapid development of the Internet and multimedia, online courses have become one of the main ways for students to learn. Online course reviews are the comments the learners or students published voluntarily based on their real learning experience of a course, which include diverse information....