Atlantis Highlights in Computer Sciences
2261 articles
Proceedings Article
Ontology-Based Knowledge Modeling of Muli-factors for Severe Weather Risks in Snow Sports
Shuangfeng Wei, Xiaobo Sun, Shaobo Zhong
With the frequent occurrence of severe weather events in winter snow sports, it is important to ensure the agility of response to meteorological emergencies and the intelligence of decision making. To solve the semantic heterogeneity of risk information and insufficient knowledge representation related...
Proceedings Article
Consumers’ Preference Factors for Choosing Homestays: A Study on Coping Strategies Based on Big Data
Yutong Wang, Ziyu Deng
With the advent of the era of big data, the massive data created by Internet users makes online reviews an important network reference factor. This paper uses PYTHON to collect the evaluations of related consumers on homestay websites and analyzes their evaluations using NVIVO. The main conclusions are...
Proceedings Article
A WeChat Application Combined with Convolutional Neural Network for Skin Cancer Recognition
Junlin Wu
The skin cancer detection process is complex and time-consuming. The rise of machine learning led to the invention of skin detection models. However, the models are rarely used in the real world and the few implementations are slow and not lightweight. This paper sought to solve the issue by developing...
Proceedings Article
Economic Analysis and Simulation of Carbon Capture Projects in the Power Industry
Fei He, Ye Liu, Pengyang Zhou, Shengchang Lu, Jieyun Cai, Yundong Zhao
The power industry is a major contributor to CO2 emissions in China, and hence its low-carbon development plays an important role in the nation’s initiatives to build a low-carbon economy and reach the goal of emissions reduction. Based on the analysis of existing carbon capture technologies in the power...
Proceedings Article
Empirical Research on the Improvement of College English Speaking Skills Grounded in the Production-Oriented Approach Theory in a Blended Context
Yandong Deng
The research utilizes the “Production-Oriented Approach” developed by Professor Qiufang Wen as the theoretical framework. Utilizing the online resources of “Practical University English Speaking” on the “Cool Learning Liaoning” top-quality course platform, it employs a blended learning model that combines...
Proceedings Article
A Discourse Study on the Strategies of Corporate Identity Construction Between China and the United States in the Context of Commercial and Public Welfare
——Based on Discourse-Historical Analysis (DHA) and Python
Zizhen Geng, Xiaoyan Li, Sisi Ning
The organizational identity construction of enterprises in commercial and public welfare scenarios affects their reputation, image, and commercial performance. The identity construction strategy of cross-cultural enterprises in two scenarios has become a key factor affecting the international image of...
Proceedings Article
Comparative Study of Pragmatic Failures in English-Chinese Communicative Interaction Based on Data Analysis
Hang Dai, Qianguang Cheng, Jingjing Guan, Xinxin Chen, Qingjie Li, Tianyu Zhao, Junming Xiao
In cross-cultural communication, due to the different social norms, values, and thinking patterns of communicators, pragmatic failures will inevitably occur, which will affect the smooth progress of cross-cultural communication. Using data analysis method, this paper makes a comparative study on English...
Proceedings Article
Exploration and Research of Curriculum Ideological and Political Education into College Physics
Xiaomin Zhang, Xiyang Gao
Ideological and political education (IPE) is the fundamental task for colleges to implement moral education, and teachers should integrate it into the college physics curriculum education. The college physics is an important course for science and engineering majors in universities, which is theoretical...
Proceedings Article
Analyze The Intelligent Information Processing Model of Ideological and Political Teaching Material Management System in "Three-Stage Gradual" Teaching
Guolan Liu, Siyu Cai, Li Zhang, Sujuan Hu
Analyze the intelligent information processing model of ideological and political teaching material management system is a new teaching structure. Through the ingenious combination of theoretical model and intelligent system, the teaching effect of Ideological and political education has been developed...
Proceedings Article
Project Development Course Analysis and Data Security Research of Software Technology Major Based on Broken Line Chart
Aihua Wang
This paper takes the survey data of software technology teachers in many higher vocational colleges as samples, the data analysis results are displayed in the form of broken line chart, so as to illustrate the urgency of curriculum ideological and political construction. Then, the paper takes the syntax...
Proceedings Article
Research on Innovative Thinking of Intangible Cultural Heritage Textile Patterns Under the Background of Big Data
Ning Liu, Yu Qin
With the continuous development of China’s comprehensive national strength, the country’s economic level has undergone earth-shaking changes, especially the impact on the entire spiritual and cultural life has undergone major changes. The country is currently vigorously developing the construction of...
Proceedings Article
A Decomposition and Reconstruction-based Approach to Power User Demand Analysis
Ying Zhang, Kejia Pan, Dongguo Liu, Bingyan Deng, Chengcheng Yao
To address issues such as the continuously expanding electricity demand and worsening environmental conditions, extensive research on demand-side management methods has emerged, aiming to optimize the allocation of electricity resources by leveraging demand-side factors. However, in the context of the...
Proceedings Article
Research on the Coordination Degree of Higher Education and Economy under the Background of Information Education--Based on the Panel Data of 31 Provinces and Cities from 2010 to 2019
Peng Wu, Yechuan Fan, Qunxi Gong
Based on the development trend of informatization education, the coupling coordination degree and spatial effect of higher education and economic development are studied by using the coordination degree evaluation model and Moran scatter diagram. Even though the level of educational informatization in...
Proceedings Article
Study on the impact of tourism poverty alleviation effect perception on resident participation in old revolutionary areas
Dan Huang, Ling Guo
As a key task in the management and development of rural revitalization, tourism poverty alleviation requires scientific data analysis to promote the management and development of residents in poor areas. Taking Wangcang Red Army City as a case study, this paper constructs a research model from the relationship...
Proceedings Article
A Study on the Network Effects of Risk Contagion Among Global Stock Markets Under the Impact of COVID-19
Xiu Zhang, Jiaman Song, Shan Lu, Qian Wang
How the risk contagion network of the global stock markets changes under the impact of COVID-19 has always been a hot issue in academic circles. In this paper, the generalized variance decomposition method is used to construct the stock market risk spillover network of 11 countries in the world, and...
Proceedings Article
Research on Epidemic Prevention Design for Coping with Public Health Emergency in the Guangdong-Hong Kong-Macao Greater Bay Area—Taking COVID-19 Epidemic Prevention as an Example
Qianwen Hu, Hai Fang, Jingjiao Wu
Under the background of the normalized COVID-19 epidemic, the Guangdong-Hong Kong-Macao Greater Bay Area (hereinafter referred to as “Greater Bay Area”) needs to improve its ability to cope with public health emergency. In view of this situation, this paper analyzes the regional particularity of the...
Proceedings Article
The Application of Artificial Intelligence in Tourist Characteristic Town
Sha Lu
The use of AI is necessary for many tourist destinations to remain competitive and attract visitors. Augmented reality (AR) is a cutting-edge technology that is increasingly being used in public Spaces. In order to investigate the needs of tourists for AR application in the process of tourism, the main...
Proceedings Article
Exploration of Trends and Future Under the Intersection of Music and Sports Disciplines Research
Ying Han, Tong Zhou
The development of integration between the disciplines of music and sports has not been resolved, since both the impact of music on sports and the impact on music under sports intervention are of high research value. This is in accordance with the relevant laws of bibliometrics and the connection between...
Proceedings Article
Intelligent Wearable Elderly Service Platform Design Based on Big Data
Yuntong Zhong, Kehong Chen, Jiaqi Chen
China has now entered the stage of rapid aging and urgently needs to develop a new model of senior care. Smart wearable senior care platform not only can effectively solve the current aging problem in China, but also can make full use of big data and other technologies to innovate the mode of traditional...
Proceedings Article
Construction of A Virtual Simulation Experimental Platform for Children’s Drama Creation
Cuiping Shan, Weiying Wu, Xiaoqian Shi
In the era of informatization, in order to make up for the defect of repeated rehearsals, long learning cycles, and insufficient environmental resources in the current children’s drama education, a virtual simulation experiment platform for children’s drama creation has been designed. With the help of...
Proceedings Article
Data Modelling and Visualisation of UK Government Open Data Based on the State of Business in the Post-COVID-19 Era
Yue Li
The emergence of the big data age and the movement toward open data have been driven by the Internet’s quick development. UK is the country with the highest degree of government data openness in the world. With the development of open data, the UK government’s open data has been in a leading position...
Proceedings Article
Study on Incentive Cooperation Mode of Petroleum Engineering from the Perspective of Oil Company
Jian Sun
The demands for cooperation between oil companies and oil service companies have undergone tremendous changes in the past few decades. In particular, on the basis of low oil prices, the two sides have gradually realized that only by strengthening cooperation and establishing a relationship of mutual...
Corrigendum
Correction to: WebSnapse Reloaded: The Next-Generation Spiking Neural P System Visual Simulator using Client-Server Architecture
Mutya Gulapa, Jarred Sueño Luzada, Francis George C. Cabarle, Henry N. Adorna, Kelvin Buño, Daryll Ko
Proceedings Article
Investigations and Considerations of the Current Energy Development in Our Country
Kang Zhang, Gaoyan Han, Lijian Wang, Xuecheng Guo, Xutao Guo, Guangyao Ying, Hongkun Lv
In order to implement the new strategy of national energy security, carbon peak will be realized during the 15th Five-Year Plan period and strive to basically achieve the strategic goal of carbon neutrality by 2050. A clean, low-carbon, safe and efficient energy system is needed to be built. This paper...
Proceedings Article
Research on the Impact of Digital Inclusive Finance Development on Urban Economic Resilience
Jiaqi Liang
Based on a sample of 189 prefecture-level cities from 2011 to 2019, this paper studies the impact of digital inclusive finance on urban economic resilience. This paper expands the relevant mechanism of urban economic resilience from the perspective of digital inclusive finance, and provides new evidence...
Corrigendum
Correction to: Retro-Projected Virtual Agent: A Simple yet Advanced Social Robot
Ahmed Salem, Kaoru Sumi
Proceedings Article
The Evaluation Model of the Higher Education System Based on AHP and Entropy Method
Nan Zhang, Zhihao Lin, Zhengyu Shi
This paper uses the entropy weight method and analytic hierarchy process (AHP) to establish a model to evaluate the health status of higher education in various countries, calculate the score, and obtain its corresponding health status. The model sets up three inner circle evaluation indexes and three...
Proceedings Article
Innovation and Entrepreneurship Education (IAEE) Driven by Artificial Intelligence (AI)
Jing Wu, Ying Zhang
With the continuous development and progress of society, the value of scientific and technological innovation and entrepreneurship is becoming more and more obvious;In the process of innovation and entrepreneurship, schools have created a lot of social wealth for the society, and there is an urgent need...
Proceedings Article
Construction of Consulting Resource Platform of Ideological and Political Theory Course in Universities Under the Background of Internet Plus
Xiaowen Song
In order to build a team of high-quality ideological and political teachers in colleges and universities and promote the development of ideological and political education in colleges and universities, this paper focuses on ideological and political education teaching, and develops a consultation resource...
Proceedings Article
A Study on the Challenges and Opportunities of Blockchain Technology Application in Cross-border Payment
Jiahui Liang, Sisi Luo
Compared with the traditional foreign trade model, cross-border e-commerce businesses using blockchain technology brings a broader development space for foreign trade. With the booming development of cross-border e-commerce in China, issues such as cross-border payment, cross-border logistics, and product...
Proceedings Article
Research on Software Course Reform and Practice Across Different Architectures
Ruizhi Wu, Huayou Cui, Jiaqi Yu, Menghui Niu
LoongArch and Kunpeng architectures show good performances compared to X86 architectures. Considering the innovation in the information technology industry in China, we think deeply about the course reform of software engineering training and further explore the implementation results and existing problems...
Proceedings Article
An Empirical Investigation into the Influence of Big Data Technology on the Profitability of China’s City Commercial Banks
Jiadong Luo, Jie Yang, Guo Wu
Big data technology has led to significant changes in the banking industry. This study aims at evaluating the current applications of big data technology in the China’s banking sector empirically using the STATA 15 software with the data from the iWind database between the year 2013 and the year 2019....
Proceedings Article
Research on the Design and Application of Earthen Sites Information Modeling Under the Background of GIS Practical Course in Shanxi
Ruihua Shang, Yibin Lei, Meijun Jin, Zhiguo Li
To enrich the practical content of the course of GIS, this paper introduces the design and application of earthen sites information modeling from the perspectives of information collection, database designing, information input and processing, information analysis, information display, etc. in Shanxi....
Proceedings Article
The Diversified Informationized Blended Teaching Reform of Internet of Things Course under the New Situation
Wei Li, Qinghua Yang
Under the new situation of vigorous development of emerging technologies such as big data, artificial intelligence and Internet of things, the cultivation of compound, innovative and engineering talents is the mainstream requirement of new engineering education, which makes the information-based teaching...
Proceedings Article
Public Sports Services in Community Sports Parks Based on the KANO Model Demand Hierarchical Analysis
Yuanting Chen, Changmao Li
In order to solve the problem of contradiction between the supply and demand of public sports resources and to improve the efficiency of sports resources, the study is based on the theory of customer satisfaction, taking the public sports services of community sports parks as the object of study, and...
Proceedings Article
Using Origin Correlation Analysis to Study the Training Mode of Applied Talents Under the Background of “New Engineering”
Zhuangzhuang Qu, Baojun Liu, Chuanxun Che
With the continuous development of the information age, higher requirements are put forward for talent training. In order to better meet the development needs of the times, this paper takes the talent training of Application-oriented Undergraduate Colleges as the research theme, tests the effectiveness...
Proceedings Article
Research on the Influencing Factors and Countermeasures of the Formation of “Clique” in College Students’ Dormitory Based on Binary Logistic Analysis
Xiaoying Zhang, Xing Tan
Dealing with dormitory interpersonal relationships is a complex problem of college life. The emergence of “clique” phenomenon has become one of the most important reasons for the intensification of contradictions and the formation of lousy dormitory interpersonal relationships. To explore the cause and...
Proceedings Article
Construction of Practical Teaching Platform for Business Administration Major Under the Background of Educational Informatization
Dong Zhang
After entering the information age, the country has invested more and more human, material and financial resources in people's educational level and educational content, which is helpful in improving the education level in China. For colleges and universities, the increase of education and teaching...
Proceedings Article
Research and Application of Data Structure and Algorithm of Vision Module Based on Intelligent Car
Xueling Long, Xin Dai
This paper is based on the intelligent car controlled by Raspberry PI 4B as the carrier, based on the Python language, the mainstream Jupter Lab as the software development tool. We analyzed the data structure and algorithm of the four core vision modules and discussed the application of the development...
Proceedings Article
Predictive Model for Chinese Excavated Glass Based on Least Squares Method and BP-Neural Network
Junyi Song
The ancient glass excavated in China proves that at least in the Warring States period more than 2,000 years ago, it was already possible to manufacture glass products with exquisite patterns. The antique Chinese lead-barium glass and potassium glass represent China's indigenous glass technology...
Proceedings Article
A Study on the Problem of Grassroots Staff Turnover in Property Companies and Countermeasures
—— An Example of Enterprise X
Jiale Du, Zengpeng Liu, Junhong He
China's property services industry has experienced more than 40 years of development since 1981, and the issue of human resources is one of the most important issues for companies to improve their service quality as well as their service brand. However, in recent years, the loss of grassroots staff...
Proceedings Article
Photoelectric Design Competition Test Questions Analysis and Students Comprehensive Ability Cultivation
Yuan Lu, Houbing Lu, Yunsong Feng, Youcai Chen, Xin Du
In 2021, China held the 9th National University Optoelectronic Design Competition. One of the questions in the competition was nondestructive testing of apple sugar content based on smart phone. We coached a group of students to take part in the competition of the test question and analyzed it. The measuring...
Proceedings Article
Measurement of Environmental Sustainability in China: Based on Global Malmquist-Luenberger Model
Yi Qu, Hai Xie, Xing Liu
Environmental sustainability is related to the sustainable development of economy and society. The green total factor productivity (GTFP) is very suitable to measure environmental sustainability. Based on the panel data of 30 regions in China from 2010 to 2019, this paper uses super-SBM and Global Malmquist-Luenberger...
Proceedings Article
Quality Evaluation of College Students Based on Moran Index Analysis
Liang Ye, Shun Ding, Jin Lu
Current studies on student quality are mainly based on college entrance examination results or rankings, without considering the differences in exam content and difficulty, which makes it difficult to compare matriculate quality horizontally and longitudinally. To solve the above problems, this paper...
Proceedings Article
Exploration and Analysis of Digitization of Ideological and Political Education in Colleges and Universities
Xinran Wang
In recent years, the strategic action of education digitization has achieved remarkable results. Under the continuous promotion and implementation of the strategic action of education digitization, the Ideological and Political Education in colleges and universities is also facing opportunities and challenges....
Proceedings Article
Research on Tourism Competitiveness Evaluation of the Wanjiang City Belt Based on SPSS Analysis
WenYan Wang, JinSheng Fang, XueXia Wu, Ying Xiong, Yang Liu, XinWang Xu
According to the connotation and influencing factors of urban tourism competitiveness, the urban tourism competitiveness evaluation system is constructed from the dimensions of resource support, environmental support, economic support, service support and performance development, based on the 2019 data...
Proceedings Article
Development History and Theoretical Basis of Distance Education
A Discussion on Teachers’ Information Literacy Based on the TPACK Model
Jingshu Gu
With the development of modern science and technology, a new type of learning community has emerged, that is, the practical learning community constructed on the platform of network. This community is not limited by time, space, professional age and other factors. Members voluntarily participate in discussions,...
Proceedings Article
Research on the Construction and Analysis Method of Investment Benefit Evaluation Model of Distribution Network Project Adapting to the Reform of Transmission and Distribution Electricity Price
Dan Wang, Juntao Yang, Yan Zeng, Junyang Lu, Xin Hong, Yanbo Li
Post-evaluation of power grid infrastructure projects plays an important role in front-end investment management decisions. As an important part of infrastructure project investment, distribution network investment is evaluated in terms of granularity in counties. The evaluation method is relatively...
Proceedings Article
Application of Virtual Reality Technology in Ideological and Political Practice Teaching in Colleges and Universities Under the Background of Internet Plus
Dongping Xu
With the rapid development of science and technology, the digital society has gradually formed, which makes the ideological and political practice teaching in colleges and universities also have a digital evolution. In order to explore the digital teaching mode of ideological and political practice in...
Proceedings Article
Analysis of Multi-level Collaborative Relationships in Bibliometrics
Based on Cross-Author, Cross-Region and Cross-Discipline
Fengyuan Mai, Zhichao Xu
Bibliometrics studies the distribution structure, quantitative relationship, and change the rule of information of different disciplines, and then obtains the development status and research level of the research field. Based on a total of 1959 pieces of bibliometrics literature in China National Knowledge...
Proceedings Article
Research on Detecting Credit Card Fraud Through Machine Learning Methods
Shunning Dai
The heavy use of credit cards inevitably leads to the escalation of fraud technology and a surge in fraudulent behavior. Machine learning, a multi-interdisciplinary discipline with numerous algorithms, can effectively detect and prevent financial fraud. This study focuses on several common machine learning...
Proceedings Article
An Analysis on the Influencing Factors of Teacher Education Satisfaction in Comprehensive Universities Based on SPSS
Guang Ma, Peng Hou
As an important way to train teachers, teacher education plays a key role in the development of national education. The study of teacher education satisfaction is helpful to understand the state of teacher education and timely correct the problems in the process of teacher education, which has important...
Proceedings Article
Analysis of the Distribution Characteristics of Journal Disciplines
Yan Ma, Yingkun Han, Jiangtao Xu, Qian Chen, Shilin Zhao, Zaiyi Zhang
This paper analyzes the interdisciplinary characteristics of academic journals from the perspective of the classification number in the reference, and expands the application of the classification number in the research of academic journals.Taking a variety of journals with strong interdisciplinary as...
Proceedings Article
Framework Design of Expression Concentration Feedback System in the Online Classroom
Xinyi Zhou, Shengrong Gong, Wenhao Ying
The advancement of Internet technology has provided development space for online education. Catalyzed by the global epidemic, online education has been further promoted and has become the core proposition of education. However, teachers and students in the online classroom are separated in time and space,...
Proceedings Article
From Third Person to First Person: The VR Education Systems
Fu Yang, Yu Xiao, Tang Lin
Based on VR technology, the core task of VR education system – system simulation is reviewed. This paper analyzes the formation framework of VR education system, discusses the current development status of VR education system based on field difference classification, and compares the key problem solving...
Proceedings Article
Mainstream Big Data Parallel Computing System Performance Optimization
Yarong Lv
In recent years, with the widespread application of the Internet and information technology in people's production and life, the amount of data generated by all walks of life every day has shown a geometric and explosive growth trend, and the real-time nature of data analysis has become increasingly...
Proceedings Article
Research on Power Purchase Optimization Strategy Under Power Carbon Coordinated Transaction Mode
Zhiyi Wang, Yutao Lu, Zhenyu Ma, Bo Zhang, Jun Luo, Xuqian Lu, Kaifeng Lin
With the development of carbon trading pilot work in various regions, as a major carbon emitter, the power industry bears the brunt. Carbon emission will become a factor that power enterprises do not ignore enough and have an impact on the power purchase of the power grid. Based on the way of objective...
Proceedings Article
The Impact of COVID-19 on Students’ Class Experience
Boen Ding
The COVID-19 pandemic impact on almost the whole world, also had a significant impact on students, who experienced changes in the way they attended classes, from offline face-to-face instruction to online distance learning. To explore the influential factors affecting students' classroom experience,...
Proceedings Article
Research on 3D Virtual Simulation Experiment Teaching of Principles of Computer Organization
Li Xu, Sanrong Liu, Zhihao Cao, Yong Wang
In the study of the course of principles of computer organization, experiment plays a crucial role in understanding and mastering theoretical knowledge. Offline experimental teaching by operating the experimental box is often limited by time and venue, and it is difficult to correct errors after students...
Proceedings Article
Research on the Construction Model and Relevant Technology of Energy Big Data Center in New Energy-Centred Energy Digital Ecosystem
Weixuan Meng, Guodong Zhang, Haonan Yu
With the rapid development of Internet Economy and Sharing Economy, Energy Internet Ecosystem promotes extensive aggregation of industrial resource elements, financing innovation and value creation, and provides support for the implementation of the strategic objectives of Power Grid enterprises in the...
Proceedings Article
A Visual Analysis of Hotspots and Trends in Retirement Model Research Based on Citespace and Netdraw
Xin Wu
By using visualization tools such as citespace and netdraw to sort and analyze the research literature related to elderly care models in CNKI from 2010 to 2019, we present the research methods, research hotspots, and research trends of elderly care models in form of a visualization mapping. The research...
Proceedings Article
Higher Education Digital Platform Development: Challenges and Recommendations
Hongyang Ji, Boya Liao, Xinyue Li
The integration of digital technology and education has changed the traditional way of education and become an important breakthrough in shaping a new advantage of education development in China. To build a strong education country, the leading one is higher education, so the construction of digital...
Proceedings Article
Development of University Ideological and Political Practice Management Platform based on Computer Technology
Jiali Zhou
The evaluation of the teaching quality of ideological and political courses is an important part of ideological and political education in colleges and universities. Its goal is to strengthen the teaching quality of ideological and political education in colleges and universities and promote the comprehensive...
Proceedings Article
Blended Learning Reform of Virtual Instrument Technology Course Based on CDIO Concept
Weiquan Chen, Bin Zhang, Shufen Huang, Huangfei Chen
In the background of new engineering construction, we focus on cultivating students’ practical ability, innovation ability and comprehensive quality ability, and combine the current situation and problems faced by the practical courses of engineering majors in our university. In this paper, we analyze...
Proceedings Article
Research on Blockchain-Based Distributed Power Trading Technology
Ning Xu, Bo Zhou, Nan Xu, Jing Nie, Yongli Wang, Yanan Wang, Yiran Liu
With the continuous promotion of the energy revolution strategy, the supply side and demand side of energy is changing dramatically, especially the large-scale access to distributed power sources such as wind turbines and photovoltaics, which brings a great impact on the operation and transaction of...
Proceedings Article
Dynamic Penalty Evolutionary Game and Computer Simulation of Cooperative Promotion in Supply Chain
Yongjie Tian
“Management dilemma” is frequent in supply chain cooperation promotion. By constructing an evolutionary game model with the manufacturer and the retailer as the game players, the above-mentioned problem is dynamically analyzed, and the evolution path is simulated by MATLAB. The results show that no stable...
Proceedings Article
The Path and Problem of Big Data Intervening Non-legacy Protection
Songqi Gui
With the development of information technology, all industries have been inseparable from the support of big data. Big data plays an important role in information transmission, screening, storage and so on. At the same time, the protection of intangible cultural heritage has been attached great importance...
Proceedings Article
Design and Implementation of Automatic Examination Scoring System Based on Natural Language Processing
Wenyan Yang
Based on natural language processing and the development method of Python Web in the Flask framework, this paper completes the design and implementation of the automatic examination scoring system. The key algorithms such as lexical analysis, syntactic dependency analysis, and knowledge extraction under...
Proceedings Article
Analysis of Classroom Behavior in Vocational Education with Human-Computer Collaboration
Dongjie Xiao, Ran Ma
With the development of Chinese education informatization, the human-computer collaborative education model has been deeply developed and widely applied. The application of human-computer collaborative education model in vocational education has shown positive changes in learning atmosphere, students'...
Proceedings Article
Microblog Public Opinion Dynamic Evolution with SIRL Model in the Background of Micro-era
Based on Multi-agent Modeling and Simulation
Xiaoting Yang, Baosheng Zhang
In the context of the micro-era, microblog public opinion has become a new field of network public opinion. Correctly grasping the trend of microblog public opinion is helpful for governance of public opinion. Based on the perspective of multi-agent modelling and simulation, this paper adopts an interdisciplinary...
Proceedings Article
Research on Information Security Management Strategies in Universities from the Perspective of Level Protection 2.0
Yuhui Wu
The Network Security Level Protection System 2.0 standard puts forward higher requirements for information security construction. Through research on the information security construction of some universities in Gz Province, it was found that there are difficulties in implementing the new standards....
Proceedings Article
Controlling Shareholder Pledging and Firm’s Default Risk — Evidence from China
Kun Wang, Hailong Chen, Jun Liu
Using a unique setting of Chinese A-share listed companies, we investigate the relationship between controlling shareholder pledging and firm’s default risk. We find that both the existence of controlling shareholder pledging and the proportion of pledges in listed companies have a significant negative...
Proceedings Article
Financial Aid Segmentation in Universities Based on CLS-RFM Model and Cluster Analysis
Zhongqiang Sun, Wenhao Ying, Qing Xu
At present, colleges and universities have established more comprehensive financial aid systems for poor college students, but due to the traditional poverty identification methods are subjective, poverty indicators are difficult to quantify and other factors, making the identification of poor students...
Proceedings Article
Research on Rural Tourism Precision Marketing Path Based on Big Data Application
Lei Zhao, Yang Cai, Yongling Ding
Now China has ushered in the era of big data. In this context, data has begun to show its importance in all daily life. China’s rapidly developing tourism industry has begun to realize the importance of data as a resource in market competition. The application of big data, Internet and other technologies...
Proceedings Article
Application of Data Science in Food Recipe Optimization
Hui Ding
Data science is very important for food product experiments, fusing data science technology into the field of modern food science can continuously optimize the formula or process, and improve product quality. This paper through potato chicken balls as a case, and aims to attract more artificial intelligence...
Proceedings Article
Bibliometric research on brand reputation and brand crisis theory
Siruo Fang, Gangping Feng, Xiaolu Liu
This paper uses visual software such as Price law and Citespace to search for brand reputation topics, brand reputation and brand crisis keywords, the relationship between brand reputation and brand crisis, and the relationship between the two and other fields were analyzed by quantitative statistical...
Proceedings Article
Model Essay Recommendation Method Based on Constant Evaluation of Writing Ability and Preference
Li Li
Model Essay Recommendation (MER) is one of the most important steps in teaching writing. However, most of the MER, especially for English writing teaching in China, still faces two problems to be solved. First, the difficulty in the recommended model essay doesn’t match the real level of student, Second,...
Proceedings Article
Whole-process Cost Management of Green Building Projects
Ting Fang
Carrying out full-process management of green building projects is of positive significance to effectively control project costs and help enterprises improve economic benefits. The article studies this. First, a scientific and accurate index evaluation system is established to evaluate cost management...
Proceedings Article
Analysis of Influencing Factors of Geological Disaster Risk Based on Big Data
Xin Lu, Huanghuang Lu, Xun Wang, Jiao Yuan
Geological disaster risk is affected by many internal and external factors. It is very necessary to understand the influence relationship of these internal and external factors for the prevention and control of geological disasters. This paper combines Apriori correlation analysis method with data statistical...
Proceedings Article
Research on Winter Sports Promotion Based on the Dissemination System of Chinese Science and Technology Museum
Zhe Kong, Jingjing Du, Jun Xie
During the Beijing Winter Olympics, winter sports were widely promoted and popularised in China. Snow and ice science education is an innovative fusion of science education and winter sports based on the science dissemination system of the China Science and Technology Museum, which promotes and popularises...
Proceedings Article
Teaching Reform for the Optimized Design Theory and Method Course Based on the OBE Concept and Power Index Method
Weishi Peng
The essential requirement of the OBE concept is to focus on the overall development of students and the needs of their jobs. Therefore, this paper proposed a brief analysis of the teaching reform for the optimized design theory and method course based on the Outcomes-Based Education concept and power...
Proceedings Article
Prediction of Students' Academic Learning Performance Based on Big Learning Data
Jing Sun
With the development of computer technology and network technology, intelligent teaching platform is gradually applied to the field of education, such as classroom on rainy days. It collects and records a large amount of classroom data, such as student attendance, classroom interaction and classroom...
Proceedings Article
Factors influencing housing consumption of urban residents in China
based on principal component analysis
Jing Yang
With the completion of a moderately prosperous society in China, the 14th Five-Year Plan of China and the proposal of the 2035 vision highlight the need to solidly promote common prosperity, while housing consumption is a fundamental requirement for achieving common prosperity. Therefore, it is of practical...
Proceedings Article
Corporate Transparency and Investors’ Perception of Risk with Big Data Mining
Wen Mu, Jing Zhang, Ziyang Li
To reveal the factors impacting investors’ perception of risk in stock market, this paper studied the performance of stocks with different corporate transparency under the shock of a futures hedging contingency. Through big data mining and further analysis, including crawling down announcements of listed...
Proceedings Article
Design and Implementation of an Educational Game for Visual Impairment: A Study Based on the Experiential Gaming Model
Yang Gao, Yang Shen
In China, approximately 1 in every 100 individuals is visually impaired. Traditional media often fall short of conveying the complexities associated with visual impairment, and can inadvertently propagate stereotypes. Addressing this knowledge gap requires an innovative medium facilitating a deeper understanding...
Proceedings Article
Exploring the Factors Influencing the Psychological Conditions of College Students with Financial Difficulties Based on Structural Equation Modeling
Yanhui Huang, Xuyan Cai, HongYan Li, Zhicheng Niu, Xing Cai
This paper aims to explore the factors influencing the psychological status of students with financial difficulties in colleges based on a Structural Equation Modeling (SEM), and a questionnaire survey was conducted among 1218 students with financial difficulties in colleges of China. SEM was used to...
Proceedings Article
Research on Government Informatization: A Crisp-Set Qualitative and Comparative Analysis (csQCA) Based on 31 Province Government APP in Mainland of China
Xing Wang, Fanbo Li
With social progress and technological development, government informatization is an effective way for the government to provide public services to the public. The government APP is a typical product of government informatization. This study constructs a government APP evaluation system from the availability,...
Proceedings Article
Risk Management Analysis of Chinese Securities Companies Based on the 8.16 Incident of China Everbright Securities Company
Jiaqi Lyu
Today, securities firms are exposed to a wide range of risks. Therefore, the ability to effectively manage risks has become an important factor, which affects the survival and development of the company. Some securities companies are lagging behind in risk management and internal control, and the resulting...
Proceedings Article
Development of Online Learning Platform for College Ideological and Political Education Based on SSH Architecture
Linying Li
Aiming at the problems of single traditional classroom teaching form and limited time and space in ideological and political education, the author of this paper develops and designs an online learning system of ideological and political education based on SSH framework. In this paper, the SSH architecture...
Proceedings Article
Research on Practical Teaching Mode of Software Technology Major Based on Innovative Talents Training
Guohua Xiong, Bo Gong
In the traditional teaching of software technology major in higher vocational colleges, the classroom teaching is mainly based on basic theoretical knowledge, supplemented by a few practical knowledge, and does not pay attention to the cultivation of students’ comprehensive practical ability, which makes...
Proceedings Article
Research on the Intelligent Pension Model Based on Big Data Algorithm
Yan Ke, Yuxin Lan
In recent years, the aging situation is becoming more and more serious, and traditional family pension model cannot adapt to today’s society. As an innovative development idea of the elderly care model, the intelligent elderly care model can more accurately grasp the needs of the elderly group by connecting...
Proceedings Article
Insider Share-Pledging, Implicit Guarantees and Financing Constraints: Based on CSMAR Database
Yuxi Liu
Financing constraint has always been an important factor hindering the healthy development of China’s real economy. Share pledging is the common financing method in the current mainland capital market, and the implicit guarantees affect the difficulty of financing. This paper is to investigate the impact...
Proceedings Article
Development and Nurture System: Development and Its Application
Qunfang Zhou, Gaoxia Wei, Dandan Zhang
Innovative talents are crucial for China's transformation into an innovation-driven nation. To develop innovative talents with modern core competencies, the educational evaluation system should transition from focusing solely on “scores and promotions” to a diversified system that values moral character,...
Proceedings Article
Optimization Design and Realization of English Language and Literature Teaching Management System
Ying Yu
The rapid development of information technology is revolutionizing and changing the current education. In recent years, with the further deepening of the reform of English education in colleges and universities, “student-centered” has become the main form respected by colleges and universities. English...
Proceedings Article
Trend Analysis of Innovative Talents Based on the Data Visualization Using the Chinese Social Science Data
Xiaoling Yu, Takaya Yuizono
In this study, we analyzed the literature data of innovative talents recorded in Chinese Social Sciences Citation Index using the KH Coder software and examined the academic development, research contents, and research trends of the innovative talents research in China. By analyzing the changes in the...
Proceedings Article
The Effect of Board Characteristics on Capital Structure—Evidence from UK, France, Germany, and China
Fujun Li, Yichi Gong, Yushan Tang
This study uses a new data set to assess the effect of board characteristics on capital structure. The panel data is used to analyze the board characteristics and capital structure choices of firms in the listed companies from UK, Germany, France, and China during 2009-2021. And this paper empirically...
Proceedings Article
Carding and Countermeasures Research on Rural Physical Education and Fitness Service in Guangdong Province Under the Background of the New Era
Yili Li
This study uses literature, mathematical statistics, logical analysis and other research methods to sort out the situation of rural physical education and fitness services in Guangdong Province under the background of the new era, and analyze the reasons that restrict the slow and unbalanced development...
Proceedings Article
Research on the Evaluation System of Interior Design Curriculum in Response to Industrial Circles Expectations of Technology Capabilities
Shih-Yuan Liu, Chih-Hua Wang
Globally competitive market environment, interior design students will face a challenging environment after graduation. Therefore, the best strategy of high professional quality manpower requirements is enhancing self-competitiveness and create unique competitive advantages. However, learning achievements...
Proceedings Article
Development of College Entrance Examination Voluntary Application Assistant System Based on Big Data Technology
Haidong Yang
The reform of college entrance examination is a major measure of the reform of talent selection mechanism. It not only pays attention to the comprehensive quality of students and respects the right of students to choose independently, but also brings difficulties for examinees and families to fill in...
Proceedings Article
Investigation on the Current Situation of Information Technology Education in Rural Primary Schools in Hainan
Haowei Tao
The paper is to explore the development status of rural primary schools in Hainan Province under the background of information education. The significance of this study is to understand the existing problems in the information education of rural primary schools in Hainan Province, analyze the causes...