Atlantis Highlights in Computer Sciences
2261 articles
Proceedings Article
Design and Development of Online Simulation Training System for Marketing Specialty under Web Technology
Benyu Zhao, Hainian Zhang, Yan Hu
With the deepening of educational informatization, new educational concepts and technology applications are constantly integrated into the discipline system of marketing, which not only promotes the reform of traditional teaching mode, but also changes the training objectives of marketing professionals....
Proceedings Article
Research on Public Administration Based on Artificial Intelligence Technology
Wenxiu Wu
With the promotion of the fourth Industrial Revolution, artificial intelligence technology has been greatly developed. Artificial intelligence technology has been widely used in the field of public management. The development of the Internet has built a global village, the development of artificial intelligence...
Proceedings Article
Application of Correlation Analysis in Reconstruction College Curriculum System
Yuxiong Chen, Jianhua Zhang
This case takes IBM SPSS as a tool, takes the data of artificial intelligence courses and big data courses as samples, and uses the mathematical method of correlation analysis to process any of this information. According to the analysis results, a scheme of reconstructing artificial intelligence curriculum...
Proceedings Article
The Process and Measures of Reliability Data Management for Civil Products
Wenzao Zhou, Dong Zhang, Zhonghao Wu
Based on the characteristics of the entire lifecycle of civil aircraft products and the requirements of airworthiness authorities in recent years for the review of reliability data used in safety analysis, this article discusses the management of reliability data throughout the entire lifecycle of civil...
Proceedings Article
Research on the Influence of Network Management Capability and Knowledge Acquisition on Service Innovation Performance
— The Regulation of Environmental Dynamics
Meng Bo
In a rapidly changing business environment, service enterprises must meet the needs for service diversification and individualization by optimizing network relationships and resolving network conflicts. Although service innovation has attracted the attention of numerous scholars, the performance of service...
Proceedings Article
Research on Econometric Risk Assessment Method Based on Grey Clustering
Haochen Guo
Economy is a powerful driving force for the progress and development of human society. The close relationship between consumption and economic development has been widely concerned by scholars in various fields. Today, we focus on high-quality economic development, and exploring the impact of energy...
Proceedings Article
Quantitative Analysis of Educational Informatization Evaluation
Yuncheng Li
With the implementation of the “education informatization 2.0 action plan”, high-quality and continuous promotion of college informatization construction has become an inevitable requirement for deepening education reform. The social attention of online teaching has further condensed the consensus of...
Proceedings Article
Research on the Effect of Hybrid Training in Enterprises in the Digital Era
Yangyang Zhou
The arrival of the digital age forces enterprises to train high-skilled and innovative talents. It is a common training for all kinds of enterprises to adopt information-based blended learning In order to study the effect of enterprise hybrid training in the digital age, the evaluation model of enterprise...
Proceedings Article
Facilitating Online Collaborative Learning Through Affective Computing
Zhuting Sun
Affective Computing (AC) has immersed potential to improve the performance and experience for Collaborative Learning (CL) e-learners by inferring, recognizing and processing e-learners’ affective information. Exploring the online CL involves AC algorithm with two groups of identical activities supported...
Proceedings Article
Application of Big Data Analysis for Energy Consumption Standards Establishment of Oil Wells
Yun Liu, Tingting Liu, Xingping Cheng, Weiyi Xie, Runfang Miao, Shan Gao, Fengjiao Qu, Zhiyong Liu, Fei Zhao, Lihong Du
The big data analysis of oil wells uses the historical production data of the oilfield to find out the internal relationship between the data, to guide on-site production and to realize energy consumption reduction. Due to the huge of wells’ historical data the big data analysis methods such as descriptive...
Proceedings Article
Visualization Analysis of Customer Engagement in the Virtual Community by CiteSpace
Fei Qu, Lan Wang, Wentao Kou
Customer engagement is a hot spot in marketing, and it has also received attention in virtual communities. This research is based on 241 articles in the web of science database from 2010 to 2019 about customer engagement in virtual communities. It sorts out the research status in this field, summarizes...
Proceedings Article
Quantitative Analysis Technology of Classroom Teaching Based on Facial Expression Recognition Technology and Attention Analysis Technology
Bing Gong
As the first classroom teaching mode with thousands of years of development history, it is still an irreplaceable teaching form now and in the foreseeable future. In this paper, the smart education laboratory built by our school is used, and the quantitative analysis of classroom attention teaching based...
Proceedings Article
Virtual Reality in the Field of Education Research Hotspot Analysis Based on CiteSpace
Zhuo Wang
In recent years, virtual reality technology has been applied more and more widely in the field of education, and a lot of research results have emerged. In order to understand the research status of virtual reality in education field, explore its evolution path and hot trends. In this paper, CiteSpace...
Proceedings Article
Research on the Application of Blended Learning Mode Based on the OBE Philosophy --Taking “Artificial Intelligence-Graph Search Strategy” as an Example
Bingge Zhang, Xiuting Shao, Ziwen Song
With the rapid development of artificial intelligence (AI) technology, artificial intelligence education in secondary vocational schools has become imperative, however, at present, its educational philosophy and teaching methods are still in the exploration stage. What’s more, there are some problems...
Proceedings Article
How Information Technology Capabilities Drive Innovation in SMEs in The Context of the Sharing Economy
Ning Xu
Based on the resource-based theory and dynamic capability theory, this paper studies the mechanism of information technology capability on innovation of SMEs. The research divides information technology capabilities into two dimensions: information technology flexibility and information technology integration,...
Proceedings Article
Multiple Association Rule Mining Algorithms for Supply Chain Finance Risk Prediction
Yuezheng Yang
As China’s economy enters a new stage of development, the financial dilemmas faced by small and medium-sized enterprises, which are a major component of the national economy, are attracting more and more attention. In this paper, while reviewing a large amount of literature, the causes and correlations...
Proceedings Article
Analysis of Influencing Factors of Flexible Employment of Disabled People Based on Logistic Model
Lanzhi Zheng
Under the background of gig economy, the disabled can integrate into the society and realize their own value through flexible employment. Based on the questionnaire data of the disabled in China, a Logistic model was constructed for regression analysis, and the influence of social factors, platform factors,...
Proceedings Article
Design and Construction of Independent Training Management System for Innovative Talents in Colleges and Universities under the Background of Internet Plus
Yanru Ji
Under the form of "Internet+Education", the traditional teaching management mode can no longer meet the needs of independent training of innovative talents in colleges and universities. In this regard, this paper puts forward a set of construction scheme of network integrated management system,...
Proceedings Article
Exploration and Practice of Blended Teaching Mode Based on Information Technology in Civil Engineering Materials Experimental Teaching
Jie Zhang, Feng Wang, Tao Wu
This paper takes the civil engineering materials experimental course as the research object, uses the information platform and virtual simulation software to carry out the blended teaching, evaluates the learning effect and rule, explores the effect of mixed teaching in the experiment course, and discusses...
Proceedings Article
Effect of Edge Cues on Perceptual Advertising Marketing-- Based on SPSS Analysis
Jingjing Ye
With the development of mass media, the themes and forms of emotional advertising are increasingly enriched. Many advertisers want to expand publicity and enhance competitiveness. Advertising companies have launched a series of “flow war” and “topic war”, using the “star effect” of spokesmen to improve...
Proceedings Article
Research on Industry-Education Integration and Project Management Information System Based on Higher Vocational Education
Changyu Qian
China’s project management information system involves many aspects, with the reform of education, more and more efficient in the project management system and the integration of industry and education [12]. Because there are many differences between vocational colleges and universities in many teaching...
Proceedings Article
Design and Implementation of Online Teaching System for Ideological and Political Courses in University Environment Under Web Environment
Ying Ji, Na Li
This study aims to design and implement an online teaching system for university ideological and political courses in a web environment to adapt to the trend of modern educational informatization and the demand for efficient teaching. By adopting both B/S and C/S frameworks, combined with advanced network...
Proceedings Article
Study on the Dispatch Scheme of Power Emergency Materials Considering Road Failure
Dan Qie, ZhiQiang Wang, ZhongTao Dong
In recent years, large-scale power outages caused by major natural disasters have occurred from time to time, posing a challenge to the power grid disaster emergency response system. As a key link in the emergency response of power grid disasters, power emergency material dispatching needs to consider...
Proceedings Article
Rule-Based Cloud System for Performance Appraisal of Staff in Chinese Universities
Yongbin Zhang, Ronghua Liang, Yuansheng Qi, Xiuli Fu, Yanying Zheng
Data-driven policies have prevailed among universities globally. Universities hope that the outcomes of faculty members are high quality and in a large quantity. Therefore, universities motivate staff to work hard with annual remuneration bonuses. However, the tedious application process frustrates teachers...
Proceedings Article
Research on traffic travel time prediction based on machine learning
PeiTing Zhang
With the rapid development of economy, the pressure of traffic operation is increasing, and the improvement of intelligent transportation system is more urgent. In this paper, we focus our research on the topic of travel time prediction based on machine learning, and use the international data mining...
Proceedings Article
The Influence of Government Subsidy on Technological Innovation of Enterprises -- Based on The Empirical Analysis of Industrial Enterprises Above The Scale
Yan Xiong, Tingting Wu
With the arrival of the new generation of scientific and technological revolution, innovation has become an important starting point for each country and region to seize a strong position. Technological innovation has become an important driving force for China’s economic transformation and upgrading....
Proceedings Article
Competition Strategy of Crowdsourcing Logistics Service Quality Based on Big Data Technology
Haiwei Zuo, Aiqun Zhu, Shiman Li, Yanpin Zhu
“Big data” has become a century-old keyword and will comprehensively involve all aspects of economic and social life. Big data is a leap in data storage and processing capabilities in the Internet era. In the era of big data, logistics companies are listed as one of China's top ten emerging service...
Proceedings Article
Security Research and Solution of Data Exchange Platform
Xidong Liu
This paper first discusses the security of data exchange, and puts forward the security scheme design of data exchange platform based on XML. It specifically puts forward the problems of how to choose encryption algorithm, design of exchange key, encryption and decryption of data files, etc. This scheme...
Proceedings Article
Exploration on the Construction of Experimental Technical Team in Local Universities Under the Background of High Quality Development
Qing Zhang
“Building a high-quality education system” is a major strategic goal deployed by the Party Central Committee, and it is also the construction goal of local universities in the new stage of educational development. The experimental technical team is an important force to promote the high-quality development...
Proceedings Article
An Analysis of the Impact of Informal Digital Learning of Language on the Intercultural Communicative Competence of Chinese College Students
Baohua Yu, Jiana Liu
With the rapid advancement of information and communication technologies (ICT) and the pervasive digitization in all aspects of contemporary society, an escalating number of language learners are acquiring various languages, particularly English, the global lingua franca, not only within formal educational...
Proceedings Article
The Computer-Assistant Online Two-Wheel-Drive Teaching Increase Student Grade in College Political Courses
Yang Yang, Zhengfei Zhao
With the rapid development of the internet and online platforms, the adoption rate of online teaching is rapidly spreading to higher education, among which the rain classroom is a widely used methods. There are few studies demonstrate that how computer-assistant online rain classroom combined with other...
Proceedings Article
Dynamic Commercial Poster Design Based on AHP in Digital Media
Lanchuan Wang, Yanhao Chen
Based on AHP and the design theory of dynamic commercial posters, a set of dynamic commercial posters for Wahaha juice drinks is designed. Firstly, the dynamic commercial poster design system is constructed. Secondly, the key design elements and their hierarchical models of dynamic commercial posters...
Proceedings Article
The Impact of Transportation Delays on the Supply Chain — Using the Suez Canal as an Example
Ruihan Li
One of the world’s busiest shipping routes, the Suez Canal provides a vital link for ships traveling between Asia, the Middle East and Europe. Congestion in the Suez Canal can have a significant impact on global trade. The blockage of the canal would most notably hit the industrial and supply chains...
Proceedings Article
Digital Education and Dissemination of Cantonese Opera Culture in Guangfu under the Framework of Information Space Theory
Yuxiao Zeng, Yixuan Huang, Xin Xie
With the accelerating pace of globalization, the original ecological environment of the intangible cultural heritage has deteriorated sharply, and plenty of precious cultural treasures are dying out. Cantonese opera, as the representative of Lingnan intangible cultural heritage, has been declining since...
Proceedings Article
The Impact of CEO Risk Preference on Enterprise Digital Transformation
Xiaoqin Niu, Hongyan Zuo
This paper selects A-share listed companies from 2017 to 2020 as a sample to theoretically analyze and empirically test the impact of CEO risk preference on digital transformation of enterprises and its internal mechanism. The study found that the risk preference of CEO has significantly improved the...
Proceedings Article
An Empirical Study on the Optimization of MOOCs in Universities Based on Distributed Cognition
Xiaohan Yu, Ruilan Liu
MOOC is an important supplement to the teaching of universities, but there are still some defects in teaching resources and student participation. From the theoretical perspective of distributed cognition and Marxism's educational concept, this paper, on the basis of a large-scale questionnaire...
Proceedings Article
Application of Big Data and VR Technology in the Treatment of Acrophobia
Shoucheng Wang, Huajie Sui, Changze Wu
Under the background of the Internet, the application fields of big data processing technology, artificial intelligence technology and Internet of things technology are becoming more and more extensive. Creating a new form of VRET has become an inevitable trend in the treatment of acrophobia in the future....
Proceedings Article
Digital Protection of regional Guqin art and intelligent analysis of rhythm
Wei Zhou
In the current era of rapid digital informatization of the Internet, new requirements have been put forward for the cross-border dissemination of guqin culture and art. The performance of guqin is a spatial movement, and this article will mainly introduce its specific content from multiple aspects such...
Proceedings Article
Design of LAN Security Defense System Based on Honeypot Technology
Zhifang Yao, Hongyan Chen, Kaicheng Wang, Heng Dong, Junwei Wan, Li Zhang
Aiming at the problems that the existing network security protection system adopts traditional and passive defense, which cannot respond effectively to unknown attacks quickly and has poor defense capability, this paper designs and develops a LAN security defense system based on honeypot technology....
Proceedings Article
The Research of Study-Related Flow (WOLF-S) in China Private Undergraduate: An Evaluation of PLS-SEM
Lijun Li
A student is totally engaged and concentrated on study-related flow (WOLF-S), define as a positive state of mind for study activities, encompassing absorption, study delight, and intrinsic desire for study activities, an inner sense of pleasure would be experienced. Moreover, generate other benefits,...
Proceedings Article
Data center engineering project risk assessment based on risk matrix model
Ding Ting
With the rapid growth of the digital economy, data center construction will be in a high-speed period, data centers from the scale of investment and technical complexity compared to the traditional information infrastructure are quite different, each link involves economic and production safety risks,...
Proceedings Article
Research on Apprenticeship of Hyaluronic Acid Industry Chain in Biopharmaceutical Specialty Based on Big Data Statistical Analysis and SPSS Software
Xiangzhen Cui, Hongyu Shi, Limei Song
The apprenticeship teaching reform of biopharmaceutical specialty in Shandong Institute of Commerce and Technology was carried out based on hyaluronic acid industry. The self-developed hyaluronic acid industry chain data analysis and management platform is used for research The model processing was carried...
Proceedings Article
Intelligent Pet Product Design Based on Kansei Engineering Analysis
Runze Cao, Dongming Ma, Hao Qian
This paper guides intelligent pet product design by analyzing the needs of the pet-owning population with the research method of Kansei engineering and visualizing the abstract sensual expression into product design elements. Through the design method of Kansei engineering, the intelligent pet product,...
Proceedings Article
New Method for Precise Ideological Education for "post-00" Students in The New Media Era based on Big Data
Rongbin Wen, Weiqiang Wang
The diversification, fragmentation, openness, and complexity of information in the online society in the new media era are constantly impacting their values and even behavioural norms, which also brings new opportunities and challenges to education management and profoundly affects the change of education...
Proceedings Article
A predictive modeling study of international novice and skilled Chinese language teachers
Xinying Lv
Based on competency theory, evaluate and study international Chinese language teachers at different stages of development, establish predictive models of international Chinese language teachers at different stages of development, and analyze their competency characteristics. To establish predictive models...
Proceedings Article
The Application of Augmented Reality Technology in the Teaching of Global Integration of Production Chain
Huichen Zhang
As a branch of virtual reality technology, augmented reality technology has been widely used in aerospace, medical care, education and other fields. This paper analyzes the application of augmented reality technology and its application needs in the teaching of global integration of production chain,...
Proceedings Article
Evaluation of Stock Market Risk Model Based on Random Forest + Two-Way LSTM
Yunlan Xue, Jian Yao
In view of the fact that the traditional risk evaluation model has the problem of repeated indexes when evaluating the risk of stock exchange market, this paper uses random forest and two-way LSTM model to evaluate and study the risk model of stock exchange market. Firstly, random forest method is used...
Proceedings Article
Analysis of the Impact of the Parent-Child Relationship on Adolescents’ Negative Affect Based on SPSS: The Mediating Effect of the Peer Relationship
Xiaoyan Gu, Yuqing Zhang
This study adopts questionnaire online to survey parent-child relationships, peer relationships and emotional states of 320 junior school students at Grade 7 and Grade 8 in Nantong city, Jiangsu province, 276 valid questionnaires. The Standardized Depression-Anxiety-Stress Scale, Parent-Child Relationship...
Proceedings Article
Deep Learning Oriented “Large Unit” Teaching Study: Model Construction and Case Studies
Binghui Wan, Ying Yang
The educational changes in the 21st century require the cultivation of learners with lifelong learning ability, innovation spirit and problem-solving ability, while the above-mentioned ability and thinking development require deep learning as a means. The article analyzes the inner logic connection between...
Proceedings Article
Gamification and Students’ Creativity: Multivariate Linear Regression Method Based on SPSS Analysis on the Mediating Effect of Learning Immersion
Linlin Zhang
In this paper, the data of gamification, learning immersion and creative ability of 419 students are taken as samples, and the multivariate linear regression method is used to establish the mediating model and observe the multivariate linear regression relationship. The results show that: (1) there is...
Proceedings Article
Design of Mathematics Teaching Quality Evaluation System Based on Grey Correlation Analysis
Hanting Li
The current teaching quality evaluation method cannot meet the needs of college mathematics teaching quality evaluation, so a more efficient teaching quality evaluation system is in need. Based on teaching quality evaluation, this paper develops the teaching quality evaluation system, then uses hierarchical...
Proceedings Article
A Literature Analysis of Construction Workers’ Safety Training based on narrative review and Citespace
Yuhang Cai, Jing Lin, Qinyuan Li
The construction industry has a high incidence of safety accidents. To reduce the incidence of safety accidents and avoid the high casualty rate caused by safety accidents, safety training methods have been proposed. Research has proven that safety training plays an important role in reducing worker...
Proceedings Article
Construction and Optimization of an Artificial Intelligence-Assisted Kansei Engineering Product Design Mapping Model
Tianxin Li
This paper systematically summarizes the application of artificial intelligence technology in Kansei engineering research, mainly including three aspects: emotional imagery acquisition, product design feature extraction, and mapping model construction. AI technology can quickly and accurately obtain...
Proceedings Article
Research on the Innovation of Intangible Cultural Heritage Inheritance Based on Digital Technology
The Hakka Kirin is an Example
Yan Lin, Haoxi Yang
Pearson correlation analysis and regression of cultural and creative satisfaction are used to examine the need for innovation of intangible cultural assets on the basis of research on the existing state of Hakka Kirin. Digital technology is used to explore digital conservation and creative conservation...
Proceedings Article
Analysis of Simulation Training Teaching Effect Based on Project Based Learning by Online Software
Yunxia Jiang
The rapid development of emerging information technology and the increasing abundance of teaching resources in colleges. The course reform based on Problem Based Learning teaching method can enable students to build a broad and flexible knowledge base and improve the quality of our training course....
Proceedings Article
The S&P 500 Index Prediction Based on N-BEATS
Yichen Liu, Chengcheng Zhong, Qiaoyu Ma, Yanan Jiang, Chunlei Zhang
The stock market prediction has been a hot topic in the field of economics and finance. As a consequence of the complex and volatile nature of the stock market, it is challenging to accurately forecast the stock S&P 500 index. Currently, with the purpose of predicting stock market, intelligent algorithms...
Proceedings Article
Design and Implementation of Ideological and Political Education Network Platform for College Students under ASP.NET
Chen Wang
In order to respond to the call of the state to strengthen the ideological education construction of college students and promote the reform and development of ideological and political education mode in colleges and universities, this paper designs and develops a network platform for academic ideological...
Proceedings Article
Research on the Development Path of Online Internship Normalization Based on SPSS Analysis
Yan Zhan
Based on the technical premise of online internship, the background of epidemic prevention, and practical factors, the online internship normalization has become an inevitable trend of development. However, there are inevitable problems with online internship. In order to improve the online internship...
Proceedings Article
Design and Research of Big Data Experimental Teaching Platform
Li Dai, Jialong Liu
In order to meet the actual needs of big data experimental teaching in the new era, this paper explores the design of big data experimental teaching platform based on the current mainstream computer technology. Through architecture design, database design and functional module deployment, the design...
Proceedings Article
Systematic Evaluation of the Results in Mental Health Diathesis Among Chinese College Students
Wen Wen, Yong Wang, Xia Hu, Tianyuan Li
Objective To explore the development of mental health diathesis of college students in China, provide a basis for future research. Methods Three dimensions of college students’ mental health diathesis, namely personality, psychological resilience and coping style, were selected. A meta-analysis was conducted...
Proceedings Article
Research on Risk Assessment Model of Rural Economic Development Based on Artificial Intelligence
Qing Luo, Meng Lin, Ying Fang
It is an important mission of the Party to improve the poor and backward face of rural areas and reduce the number of poor people. At present, the “13th Five-Year Plan” has come to a successful conclusion, and the “14th Five-Year Plan” has been fully drawn up. My country has taken many measures to improve...
Proceedings Article
Current Situation Analysis and Potential Solutions of Desertification in Inner Mongolia---Based on Big Data Analysis Methods
Yuehan Diao
Desertification has long been a destructive environmental issue in Inner Mongolia. It turns fertile soil into arid sand, aggravates sandstorms, destroys habitats of wildlife, and threatens the normal living of Inner Mongolian residents. To overcome this natural crisis, the public is actively searching...
Proceedings Article
Evaluation of Professional Training Orientation Based on Grey Theory
Di WU, Yu-xin ZHAO, Yun-zhu CHEN
The goal setting of professional personnel training is the primary task of professional construction in colleges and universities. Based on the CDIO ability outline system, it constructs a professional training ability index system, and evaluates each ability index through the whitening weight function...
Proceedings Article
Institutional Supply, Digital Governance and Homestead Exit in Megacity
——An empirical study based on Shanghai
Min Zhu, Yuhui Dong
[Research methods] The binary logistic regression model was used for quantitative research, and the self-determination theory was introduced to analyze the influencing factors of the willingness of farmers to quit their homesteads in the megacity. [Research results] (1) Self-support has become a key...
Proceedings Article
Curriculum System of Agricultural Water Conservancy Engineering Major Based on Application-Oriented Talent Training
Xinyu Zhao, Gan Wang
To satisfy the country’s demand for rural grassroots application-oriented talents, we analyzed the requirements of application-oriented talents of agricultural water conservancy engineering in terms of knowledge, ability, and quality by referring to the experience of curriculum system reform of agricultural...
Proceedings Article
Research on the Application of Artificial Intelligence Based Technology in Chinese Book Procurement in Universities—Take Shaoyang University Library as an Example
Ke Luo
To reduce the risk of zero borrowing of purchased books, the live use of library space, and the optimization of the library's shelving procedures, given the limited funds and space in university libraries, this article uses algorithms such as Light Gradient Boosting Machine (LightGBM), Support Vector...
Proceedings Article
A Semi-supervised Learning-Based Method for Correcting Translation Accuracy of Literature Works
Hongzhu Jiang
This paper studies the accuracy correction method of literary translation based on semi supervised learning, so as to improve the accuracy of Literary translation and reduce the translation error rate. Based on the word vector of recurrent neural network, the data preprocessing and feature extraction...
Proceedings Article
Research on the Supply and Demand Synergy of Smart Tourism: Theoretical Framework and Evaluation System
Lan Xiao
Smart tourism is the strategic direction of tour informatization development in China, and the dislocation of supply and demand is the basic problem to be solved in the early days of development. The paper constructs the model and evaluation system of smart tourism supply and demand system, expounds...
Proceedings Article
Research on The Impact Path of The Social Support Comprehension Ability of International Students in China on The Crisis
Chun Liu
To explore the degree of crisis vulnerability and coping methods of international students in China, and to understand the internal relationship between support and crisis. Methods: In study 1, a sample questionnaire survey was conducted among international students in 10 universities across the country,...
Proceedings Article
An Exploration of Blended Learning: Integrating Small Private Online Courses with Project-Based Learning
Taking the “Virtual Studio Technology” Course as an Example
Kai Du
This study investigates the integration of Small Private Online Courses (SPOC) with Project-Based Learning (PBL) within the “Virtual Studio Technology” course. A blended learning model was proposed and evaluated through a practical teaching experiment subsequently.
Proceedings Article
Research on the Mechanism of Sports Industry Promoting China's Economic Growth -- Based on the Two-Dimensional Log-Linear Model
Changhong Zeng, Jing Liang
China is in a critical period of economic transformation, and the sports industry is particularly important to economic transformation. Based on this, the paper uses the statistical data from 2003 to 2019 in China to propose three mechanism hypotheses for promoting economic growth, and uses a two-dimensional...
Proceedings Article
Research on the Impact of Performance Feedback Persistence on Logistics Supply Chain Management
Jing Wu
Based on the theory of corporate behavior and related research on profit continuity, this paper uses the application of computer technology as a moderator to explore the impact of the continuous difference between industry performance feedback and historical performance feedback on logistics supply chain...
Proceedings Article
Reconstruction and Optimization of the Course System of Documentary Evidence Integration for Textile Engineering Under the 1 + X Certificate System
Xiaolei Song, Xiaohong Yuan
Under the challenge brought of the “1 + X” certificate system, the connection of knowledge points between the curriculum system of textile engineering specialty at the reconstruction of target, adjustment of content, and the reform of teaching methods. Combine the development demand of textile industry,...
Proceedings Article
An Intelligent Tutoring System Enhancing Transdisciplinary Problem-finding in Design-led Integrated STEM Education
Ding Zhou, Yongye Liu, Jiawei Huang, Yuyan Xiang, Renxin Gu, Bingjian Liu
Globally, Industry 4.0 technologies' rapid development advances the rising role of design-led integrated STEM education in schools. However, the absence of problem-finding abilities among students may make it difficult to carry out the educational program. Adaptive learning with artificial intelligence...
Proceedings Article
Visualization Analysis of Chinese Traditional Music Literature Based on CNKI in the Past Four Decades (1979–2019)
Yue Yuan, Li Jie, Jingjing Ke
This paper has conducted a bibliometric analysis of 289 papers entitled “Chinese traditional music” and published in CSSCI and core music journals of Peking University over the four decades, from 1979 to 2019, with the help of CiteSpace. This paper focuses on the external characteristics of Chinese traditional...
Proceedings Article
Optimal type of government subsidies in a three-echelon supply chain considering used parts’ different quality
Wenchao Yu, Linghong Zhang
This paper studies the optimal decisions of manufacturers and retailers regarding production and pricing in a three-echelon supply chain. With government subsidy, consumers can choose between new products and remanufactured products. We examine which policy is better from the perspective of profit for...
Proceedings Article
Research on Financial Early Warning Analysis Based on Big Data Technology
Xiangxia Shao
Financial early warning analysis is of great significance to the survival and development of enterprises, and the application of big data technology helps to collect and process non-financial data in the financial early warning analysis model. This article first introduces the characteristics of big...
Proceedings Article
Comic Image Style Transfer Based on De-GAN
Zuoyun Yang, Hongqiong Huang
There are still many problems in the current comic style transfer method, such as the style of the generated image does not conform to people's aesthetics, the color is far from the original image, and so on. This paper proposes a new network architecture based on the idea of generative adversarial...
Proceedings Article
Design and Practice of a Classroom Feedback Teaching Model with Skewness-Peakiness Test Method
Yi Ding, Ruogu Zhang, Ningning Zhang, Zhuzhu Zhang, Qi Cheng, Shu Zhang
Entering the metaverse era, immersive learning, as a unique and chic form of learning, has gradually become a normalized way of learning. Based on the flow theory, this research constructs a all-time, new-field learning metaverse teaching model to empower traditional classrooms, and analyzes the classroom...
Proceedings Article
Research on the Application of Data Mining Technology in Teaching Management and Decision Support and Its Impact on Improving Teaching Quality
Zuqin Mo, Kai Li, Lin Zhang
With the rapid development of information technology, the application of data mining technology in the field of education is becoming increasingly widespread. The article aims to provide an overview of the development of data mining technology and its application in teaching management and decision support,...
Proceedings Article
Finite Element Modeling of Electromagnetic Force for Magnetic Levitation Planar Motor
Zihao Wang, Shengguo Zhang, Chao Ma, Changxun Yu, Wenru Xu
In this paper, the finite element model of the magnetic levitation planar motor is established based on the finite element simulation software COMSOL, and the three directional forces of the electrified coil group are obtained. To verify the correctness of the established finite element model, the coil...
Proceedings Article
Polynomial Regression and Response Surface Model Analysis on the Impact of the Consistency of Self-regulated Learning and Interaction on Online Learning Performance Based on Python
Ying Tian, Xiaoying Song, Kai Zhang
Based on the constructivism learning theory, through the use of Python computer technology for polynomial regression and response surface modelling, data analysis and graphic rendering, this study clarifies the differential influence of the configuration of self-regulated learning (SRL) and three kinds...
Proceedings Article
Optimization and Model Construction of College Career Education Under the Background of Artificial Intelligence
Zhaoxia Liu
While AI has profoundly changed the way of human production and life, it also has a profound impact on the quality of College Students' employment. Based on the survey data of employment quality of graduates of an applied undergraduate university in Guangzhou in 2020, through spsspro analysis, it...
Proceedings Article
Abnormal Student Detection Model Based on Student Feature Extraction
Integrated Learning Based on Clustering and Neural Network
Shuo Zhang, Xiangchao Wen
Moral education is an important mission of colleges and universities, and the identification and tracking of abnormal students is an important part of moral education. However, problems such as large amount of data related to college students and the majority of text information are prominent. In this...
Proceedings Article
Application of Machine Learning in Financial Fraud of Listed Companies: An Innovative Prediction Model
Zehao Wang, Moqin Yang, Yizhan Du, Hanqing Hu
The over-reliance on financial statements published by listed companies as the main reference data can lead to great losses to capital market investors and hinder the orderly and healthy development of the capital market in the event of financial fraud by the company. In this context, the establishment...
Proceedings Article
Study on the Application of Big Data in Business Operations as the Core Strategy
Chenkai Liang
Big data is used as the core strategy by companies as the key to success. In this paper, the author illustrates three different kinds of companies – the company that makes business decisions based on big data at the first stage, the revolutionary company that utilizes big data to achieve their ultimate...
Proceedings Article
Research on the Application Pathways and Challenges of AIGC in Libraries
Weining Huang, Na Dong
With the rapid development of artificial intelligence technology, Artificial Intelligence Generated Content (AIGC) has become an important driving force for innovative services in the field of libraries. AIGC technology, which simulates the human creative process, is capable of automatically generating...
Proceedings Article
Financial Data Analysis-The Impact of External Auditor Types on Cost Stickiness: Evidence from China
Tingting Li, Zhenning Zhang
External audit is an important part of corporate governance. It can effectively restrain the behavior of management, so as to restrain the occurrence of corporate cost stickiness. The software tool of this article is SAS, our analysis tool is regression analysis method. We use the data drawn from GSMAR...
Proceedings Article
Construction of Learner Behavior Analysis Model in Immersive Virtual Reality
Based on Data Mining Technology
Hejin Wang, Chengzheng Li
In the IVR environment, tracking and understanding learners’ learning behavior is conducive to timely monitoring and guiding their learning status in the whole process, and is also conducive to system development and designers to further ensure the balance between teaching objectives and task settings....
Proceedings Article
Learning Engagement and Academic Achievement—An Empirical Study Based on Structural Equation Modeling
Zhang Sun, Jing Xiao
Task-driven teaching is an important research field of teaching reform. From the perspective of participation, this study constructs a conceptual model of learning engagement from the dimensions of cognitive engagement, behavioural engagement and emotional engagement, and designs a learning engagement...
Proceedings Article
English Machine Translation System Based on Semantic Selection and Information Features
Pengyan Lu
The development of machine translation system has not yet fully realized automatic and high-quality, because human language is complex, and there are certain limitations in understanding language rules. Therefore, in the research of machine translation, it not only is limited to the syntactic and semantic...
Proceedings Article
Research in the Application of Big Data in the Field of Stock Investment
Wanying Qi, Michelle Sun
In some fields like stock investment, every decision matters. To decrease the risk that may be caused by monitoring large quantities of information artificially and increase the security, investors usually use Big Data to process information. In this paper, we are going to discuss how Big Data works...
Proceedings Article
Investigation and Analysis on the Mental Health Status of College Students
Taking a University as an Example
Ping Zhao
By distributing the SCL-90 questionnaire, this paper conducted a survey on the mental health of 1,600 sophomores, juniors, and seniors in a university, and actually collected 1,524 valid questionnaires. All valid questionnaires were statistically processed by SPSS22.0. The results showed that the overall...
Proceedings Article
A Quantitative Study on Consumers' Perceived Value of Emerging Industrial Policies
Weiyu Wang, Zhongya Han, Zhongjun Tang
Emerging industry policy texts are highly unstructured and difficult to quantify and there is a lack of quantitative research on consumers' perceived value of emerging industry policies. This paper proposes a quantitative tool construction method for consumers' perceived value of emerging industrial...
Proceedings Article
Research Context and Trend Analysis of China on Green Finance Using CiteSpace
Haiwen Long
With “green finance” as the key word, this paper uses bibliometric analysis and visual display through the citation data of CNKI (CSSCI journals) from 2000 to 2022. The purpose is to sort out the evolution trend of research hotspots in this field and explore the direction of Chinese green finance research...
Proceedings Article
Test of Dance Training System Based on Motion Capture and Virtual Reality Technology
Xiaomin Liu
In order to meet students' learning needs and improve their learning efficiency, it is necessary to develop a dance training system combining motion capture and virtual reality technology. Through this system, students can learn the dance movements of the virtual teacher through OpenGL, and the...
Proceedings Article
Artificial Intelligence + Education: Application Status, Problems and Countermeasures
Han Xu, Siqi Wang
The rapid development of AI (artificial intelligence) has prompted radical changes in the field of education. The application of intelligent teaching systems, virtual experiments and simulation training, and intelligent education management plays a huge role in improving the quality of education, promoting...
Proceedings Article
Research on the Impact of Environmental Uncertainty on Business Model Innovation of Technology-based Enterprises
A Moderated Chained Mediating Effect
Jianing Liu, Tao Guo
Starting from the theory of organizational environment, combined with the network embedded theory and resource-based view, this paper conducts in-depth research on business model innovation and its mechanism around environmental uncertainty. Based on the questionnaire survey of 199 technology-based enterprises...
Proceedings Article
Construction of Online Teaching System Based on SpringBoot Framework for Normal University Students’ Informatization Teaching Ability Training
Hongyan Wu
In order to cultivate and improve the informatization teaching ability of normal students, this paper develops an online teaching system for the informatization teaching ability cultivation of normal students. In this paper, the author uses the front-end vue.js + back-end Springboot to separate the front...
Proceedings Article
From Embodied Cognition to Playful Interaction: The Construction of an Adaptive Learning Environment
Jie Tu
Nowadays, with the rapid development of information technology, the traditional teaching theory and teaching model have been unable to meet the needs of current education and teaching. By reviewing the development and content of the embodied cognition theory, this study supplements the traditional cognitive...