Atlantis Highlights in Computer Sciences
2240 articles
Proceedings Article
An Empirical Study on the Benefit Correlation Analysis of School and Enterprise Cooperation in Higher Vocational Education
Qianqian Wang, Rui Su
School and enterprise cooperation is the lifeline of vocational education. As early as 2010, the Outline of the National Program for Medium - and Long-term Education Reform and Development (2010-2020) emphasized that the development of higher vocational education must adopt the school-enterprise cooperation...
Proceedings Article
The Spillovers Between Education and Technology Markets: Evidence from the Time-Frequency Domain
Wang Gao, Qian Cao, Linlin Zhang
Under the time and frequency domain framework, this paper use DY-BK method to study the spillovers between education and technology markets. The results show that: (1) there are significant static and dynamic spillover effects between education market and technology market, and the dynamic spillover...
Proceedings Article
SPSS-Based Analysis of Factors Affecting High School Students’ Core Literacy in The Context of The New College Entrance Examination
Yi Ding, Shu Zhang, Ruogu Zhang, Weiqi Zhou, Ruiwen Ye, Jiaxin Zhang
Core literacy is the centralized embodiment of scientific education, and the “General High School Information Technology Curriculum Standards” clearly state that efforts should be made to develop core literacy at the high school level. This paper investigates the core literacy of information technology...
Proceedings Article
Research on Higher Education Based on Factor Analysis
Kun Deng, Yanhui Xue, Dihui Deng
Today’s times are changing rapidly. To adapt to the trend of the times, society needs a variety of high-level talents. As a result, colleges and universities that train these talents have gradually become the object of attention. Countries around the world are very concerned about the health of their...
Proceedings Article
Analysis of the Influence of College Students’ Mental Health Based on Statistical Analysis, Data Mining, and Predictive Analysis
A Regression Analysis based on SPSS
Hua Wang, Sharifah Muzlia Syed Mustafa, Siti Zuraida Maaruf
This article use SPSS software the survey data to analyze the influence of social support on college students’ positive mental health under the current COVID-19 epidemic situation. By using the visualized data quantitatively based on the regression analysis, it presented that social support has a positive...
Proceedings Article
A Model of Harmonious Guidance Relationship Based on the Extracurricular Interaction Mechanism between Mentors and Students
Yihan Liu, Qianxi Zhang
The guidance relationship between mentors and graduate students affects the quality of graduate training. An empirical study was conducted for graduate students in a double-class university in China to establish the mechanism of extracurricular interaction between mentors and students in three dimensions:...
Proceedings Article
Visualization Analysis of Tourism Data in Tai’an City with Python
Xue Tian
The functions of tourism websites are becoming more and more perfect, which provide a channel for tourists to freely share their travel experiences. These messages contain rich and valuable information. If we find a way to analyze these messages, we can identify problems in the development of tourism...
Proceedings Article
Application of Virtual Reality Technology in the Chemistry Teaching Process
Zhaoyan Li, Yuan Cao, Jiancheng Luo
Based on virtual reality technology and its unique advantages in chemistry experimental teaching, the shortcomings in traditional chemistry experimental teaching are addressed by integrating the application of virtual reality technology in chemistry experimental teaching. This paper combines the teaching...
Proceedings Article
Research on the Application of Smart Technology in China Budget Hotels Based on Quantitative Analysis
--A Case Study of the Vienna Hotel
Zhiyu Zhang, Qifeng Yin, Zixin Huang, Yanhong Liu
Due to the fierce market competition and the heavy impact of Covid-19, budget hotels are facing great challenges. In order to maintain competitiveness, it is necessary for budget hotels to have a smart technology solution system from a customer perspective in order to win customers at a relatively low...
Proceedings Article
Construction of a Multi-dimensional Evaluation Platform for College English Writing Based on Big Data
Jinying Xu
With the development of modern data information technology, it has been widely used in various industries and many fields of the whole society. Education informationization, as the focus of China's current education reform, has been gradually carried out throughout the country. And multidimensional...
Proceedings Article
Product Comments Affection Evaluation Model in Recommender System
Weiming Wang
Product comments is essential for the recommender platforms and assist to estimate the level of affection or sentiment expressed in customer comments for a certain product. However, existing research only concerns the single evaluation indicator volume of sales and ignore other parameters including product...
Proceedings Article
Research on the Construction of College Mental Health Education Platform Based on “Internet+”
Sijia Zhao, Xiaofei Xiao, Lan Luo
College students should not only pay attention to their psychological development and career development, but also pay attention to their spiritual development and personal development, that is, mental health. The purpose of the university mental health education activities is to promote the mental health...
Proceedings Article
Application of Advanced Artificial Intelligence Techniques in Bioinformatics
Huixing Li, Yan Xue, Xiancai Zeng
The flexible application of computer technology in the development process of biology can effectively promote the innovative development of the discipline, improve the shortcomings of the discipline itself. It also promotes people to strengthen the cognition of bioinformatics through computing technology,...
Proceedings Article
Research on College Mathematics Auxiliary Teaching System Based on Computer Platform
Shixiang Wang
With the development and popularization of computer technology and the Internet, people have entered an information-based society, and the traditional teaching mode cannot meet the needs of teaching. Now online teaching has become a common education method. The long-distance real-time interaction function...
Proceedings Article
Combining big data and statistical principles to analyze the online live broadcast goods market during the epidemic
Research on the Advantages and Disadvantages of Online Live Delivery Based on SWOT Analysis
Zeting Hu, Lihong Du, Lu Shi
The outbreak of the new epidemic at the end of 2020 has led to the economic depression of many physical industries. Among them, the online live broadcast cargo industry, as a new industry, has developed rapidly, greatly promoting China's economic development and solving the employment problem of...
Proceedings Article
Internet of Things and Big Data in Smart Logistics
Tairan Wang
With the rapid growth of global trade, the demand for logistics is increasing across all industries. The burgeoning demand is forcing the traditional logistics industry to transform itself into smart logistics. Among the many new technologies that have emerged in recent years, there are many that have...
Proceedings Article
Research and Exploration on the Application of Computer-Based Models to Innovative Entrepreneurial Knowledge
Yu Liu, Ailing Zhang
The convergence of mobile communications and the Internet in the 3G era gave birth to the mobile Internet, which has supported and driven the development of the information society. When the 3G infrastructure network was generally built, 3.5G and 4G followed, and the mobile Internet soon entered the...
Proceedings Article
How to Use Social Identity Theory to Stimulate Students’ Community Citizenship Behavior in a Blended Learning Environment
Li Yu Tseng, Hui Shan Chen, Yun Liu
The course group is the best channel for teachers to build relationships with students and other members in the blended learning environment. Based on the theory of social identity, this research explores the impact of learning passion, community engagement, learning commitment, and community commitment...
Proceedings Article
Visualization Analysis of Chinese Unearthed Tomb Murals Data Based on Big Data Technology
Mingxing Zhang
The unearthed tomb murals in China depict the splendid culture of each historical period of our country with the cultural symbols with the characteristics of The Times. They are the precious cultural heritage for the inheritance and study of the development history of the Chinese national civilization....
Proceedings Article
Exploring the Evaluation of the Construction Work of Student Party Branches in Colleges and Universities Based on Hierarchical Analysis Method
Yuncong Zeng, Yifan Han
Student party branches in colleges and universities are the basic units for managing, supervising, and serving student party members. The article establishes the “Student Party Branch Control System” by combining the control of typical complex systems, considering the student party construction work...
Proceedings Article
Design and Development of Online Teaching System of Pharmaceutical Administration Management in Colleges and Universities Based on Web
Liujing Wan
Firstly, this paper studies the background and teaching status of pharmaceutical administration management, and summarizes the existing problems in pharmaceutical administration management’s education and teaching. Then, taking the teaching practice as the starting point and according to the teaching...
Proceedings Article
Research on the Stock Price Prediction Model of Banks Based on SVM and BP Neural Network
Junbin Zhang, Peiying Zhang, Jinsui Huang, Wennan Wang, Tiancheng Wang
The classification and prediction of stock price fluctuation pattern is a very important issue in stock market research in recent years. The rise and fall of stock price directly reflects the change of investors’ assets, and if the rise of stock price can be predicted more accurately, it can provide...
Proceedings Article
Construction and Application of Enterprise Financial Management Sharing Service Center under the Background of Big Data
Shihui Du
Based on the analysis of the characteristics of enterprise financial sharing service center, this paper studies the existing problems, puts forward the effective strategy of building enterprise financial management sharing service center under the background of big data, and gives the specific design...
Proceedings Article
Research on the Cultivation of “Computational Thinking” Ability in the Course of “University Computer Foundation”
Hui Wang, Wei Qi
In view of the existing computer course teaching model of the old problem, this paper uses the North American advanced BOPPPS teaching model, to cultivate students’ computational thinking ability as the guidance, in the “University computer Foundation” course will be “computational thinking”. The course...
Proceedings Article
Research on Big Data Analysis of Passenger-Oriented Railway Service Quality Based on LDA Model
Haohuan Yuan, Hao Ding, Pengcheng Lv
Because of the lack of a reasonable evaluation and feedback system in China's railway transportation sector and the inability to make timely improvement according to the needs of passengers, this paper presents a passenger-oriented railway service quality big data analysis and research based on...
Proceedings Article
Evaluation of the Impact of Human Resource Innovation Performance Based on Regression Analysis
Yuhong Bai
In order to improve the ability of dynamic quantitative evaluation of the impact of human resource innovation performance under the background of high-yield human capital, this paper puts forward an evaluation model of the impact of human resource innovation performance based on regression analysis....
Proceedings Article
Knowledge-enhanced Representation based-on Contrastive Learning and Informative Entities
Pingchuang Ma, Jianhua Miao, Chunyang Ruan
In the field of NLP, sentence representation model is a popular task. The emergence of pre-trained representation model based on transformer structure yields significant results for downstream tasks. Besides, since the introduction of contrastive learning based on the pre-train representation model two...
Proceedings Article
The Study of Internet-Based Basic Business Model on Enterprise Business Model Innovation
Yu Liu, Ziyun Luo
In the context of globalization and internationalization, the Internet industry is profoundly changing the industrial structure of China and becoming one of the important driving forces of the national economy. However, at present, China’s Internet companies are also facing many challenges such as product...
Proceedings Article
The Application of Blended Teaching Model Aiming at Enhancing Deep Learning Capacity: A Case Study on Translation Majors
Xueying Xu, Mingkun Chen
In the context of the deep integration of information technology and education, blended teaching has become part of the teaching model which enhances students’ deep learning capacity in higher education. Taking Norman Webb’s Depth of Knowledge (DOK) as the theoretical framework, this study takes the...
Proceedings Article
The Construction of Prediction Model based on Decision Tree-Neural Network Algorithm for Identifying Poverty-Stricken College Students
Yuncong Zeng, Yifan Han
In the context of “three comprehensive education” in campus, the support for economically disadvantaged students in campus is still one of the key tasks that need to be solved. With the limited resources of financial support for poverty-stricken college students, the identification of these students...
Proceedings Article
Design and Construction of Carbon Accounting Techniques in FinTech: A Scientometric Analysis
Chung-Lien Pan, Zhiying Wu, Weiting Lu, Yaqin Yuan, Qianman Lu
In the context of the “dual carbon” goals, designing and establishing carbon accounting technologies related to carbon trading, carbon accounting, carbon sequestration, and carbon pricing may significantly contribute to achieving the goals. Financial technology (fintech) is inclusive and innovative....
Proceedings Article
A study of human resource management competency model based on data science
Kang Wang
In this paper, word frequency statistics of HRM competency factors in related literature were conducted, and high-frequency competency factors were selected as HRM generic competency factors, and other data science competency factors were added by analyzing new requirements of HRM personnel through data...
Proceedings Article
The Construction of Investor Sentiment Index Based on Big Data and Its Impact on Enterprise Investment and Financing
Yang Xin, Yinning He
Using the sample data of Chinese listed companies from 2002 to 2014, this paper examines the relationship between investor sentiment and corporate investment and financing. The results show that in the short term, investor sentiment stimulates investment and improves business performance. In the long...
Proceedings Article
The Efficacy of Excellence Motivation on Colleges’ Excellence Behaving Based on Data Analysis
Yunhao Wang, Xiangying Wang
Based on the theoretical results of previous studies in social psychology, a mediation model was constructed to explore the mechanism of action. A mediation model was constructed to explore the mechanism of action between college students’ exercise motivation and exercise behavior, focusing on the mediating...
Proceedings Article
Analysis and Forecast of Total Investment in Environmental Pollution Treatment in China Based on ARIMA Model
Yan Zhang, Qian Ma, Lijuan Du
In this paper, by selecting the annual data of total investment in environmental pollution control in China from 2002 to 2021 and using R language to process and test the data, an optimal ARIMA (1,2,1) model is established, which is used to make the total investment in environmental pollution control...
Proceedings Article
Research on the Criminal Recidivism Prediction Based on Machine Learning Algorithm
Jiaxin Zhang
Criminologists and social security personnel around the world have found that the risk of released criminals is much higher than that of people who have not committed crimes, and preventing people with criminal records from re-committing crimes should be one of the strategic priorities of social crime...
Proceedings Article
Exploring the Motivation and Satisfaction of Students International Organization Talent Cultivation
A Case Study of Global Engagement Program in Zhejiang University
Xitao Hu
Compared to Western nations, China's involvement in international organizations is still lacking due to a scarcity of international organization talent. This study examines the motivation and satisfaction levels of students aspiring to work in an international organization, utilizing the Global...
Proceedings Article
Construction and Analysis of Evaluation Model of College Students’ Key Competence Information System
Song Yao, Meng Chen
Employment of graduates has become a hot point and a major concern of the society, moreover, many graduates are difficult to find right jobs. There is a large gap between the quality of college talent education and the actual needs for talent of enterprises. Can the gap be accurately evaluated and analyzed...
Proceedings Article
Research on the Relationship Between Government Governance Efficiency and Urban Resilience in Public Health Emergencies
Baosheng Zhang, Kexin Guo
The system dynamics model of the relationship between the efficiency of government governance and the growth of urban resilience is constructed by using Vensim PLE software, and the simulation analysis is carried out. The results of system operation show that the model can better reflect the actual situation...
Proceedings Article
Panel regression method based on Stata analysis of impact of technology innovation and human capital on enterprise value
Zhuo Sun, Jianhua Gou
This paper is to test applicability of panel regression method on economics, and study the impact of technology innovation and human capital on enterprise value. Firstly, we built a model to describe the relationship of above factors. Then, panel regression method based on Stata was applied for analyzing...
Proceedings Article
Virtual Training System for Vocational Skill Appraisal
Yang Zhang, Qiao Sun, Lei Zhao, Peng Ji, Changyu Du, Chuanzhe Qu, Huaqin Li, Huimiao Yu
The purpose of this paper is to provide a virtual assessment and training system for vocational skill identification, which can lay a solid foundation for the theory, basic skill operation and practical assessment of professional skill operation. This paper presents a virtual assessment and training...
Proceedings Article
A Study of Applying “Sustainable Impact Index” to the Evaluation of Academic Papers
Xinyu Song, Jinyuan Zhou, Wenqing Zhao, Duxin Shang
From the perspective of Niche Ecostate-Ecorole Theory (NEET), this paper puts forward the concept of sustainable influence, which enriches academic evaluation. The digital humanities papers in the Library and information journals of CNKI are selected as the samples, and the nine indicators of the time...
Proceedings Article
Deepfake Technology and Current Legal Status of It
Min Liu, Xijin Zhang
Deepfake refers to the artificial intelligence technology that splices individual sounds, facial expressions, and body movements into false content with the help of neural network technology. It makes it possible to tamper with or generate highly realistic audio and video contents and make it difficult...
Proceedings Article
Research on risk transmission mechanism of Chinese A-share industry under COVID-19 based on VAR model
Zhichao Li
This article uses Python to implement the VAR model to construct the volatility spillover effect of industry sub-index merged by Shenwan's first-class classification. The systemic financial risk transmission relationship among different industries of Chinese A-share listed companies under the background...
Proceedings Article
Research on the Application of Management Accounting in a Company Under the Background of Finance and Business Integration and Big Data
Chunli Wang, Na Wu
This paper analyzes the related contents of management accounting and the integration of industry and finance, combining with the company management accounting application, by studying the establishment is out of line with business, sharing management function is weak, the business process is not clear,...
Proceedings Article
Dynamic Gait Recognition of Chinese Dance Based on Contour Features
Xiaoxuan Gong
Single feature recognition has certain limitations, which can’t fully reflect the differences between dance gait information, resulting in low recognition rate of frame difference features. In this paper, a dynamic gait recognition method for Chinese classical dance is proposed based on contour features....
Proceedings Article
Meta-research on the Correlation Between Psychological Capital and Occupational Burnout of Chinese Medical Staff
Honglin-Cui, Yufang-He, Fang Xia, Shuo Zhang
Meta-analysis is a statistical method of quantitative review and a statistical method of data. It synthesizes the existing findings, counts the data results of the research, selects certain criteria for comparison, and finally analyzes the trends to draw universal conclusions suitable for most groups....
Proceedings Article
Comparative Studies on Modeling Users’ Multifaceted Interest Correlation for Social Recommendation
Yuchen Xiong
Recommender systems are essential for providing online users with items that might interest them. The research work of this paper is mainly classified into three aspects, one is based on the classification of research questions, one is based on the classification of research methods, and one is based...
Proceedings Article
Research on the Analysis and Quality Improvement of University Students’ Learning Behavior from the Perspective of Big Data
Jiaming Sun
The era of big data is not only a technological revolution, but also a revolution in thinking and paradigm. The essence of teaching quality in universities is to analyze the learning behavior of university students and improve the quality of learning. This research uses big data to track and investigate...
Proceedings Article
Research on Student Satisfaction of Counselors’ Ideological and Political Education Based on PLS-SEM
Chunping Zhu
College counselors in China are the front-line workers of ideological and political education and student affairs in colleges and universities, and they bear very important responsibilities: ideological and political education, student management and service.
Proceedings Article
The Effect of AI-Powered Autonomous Learning via Social Media on Familiarity with the Indian English Accent and on the Accuracy and Fluency of Simultaneous Interpreting
Weiqi Chen, Ping Gao
The Indian English accent has posed tremendous challenges to both veteran and novice simultaneous interpreters. This paper probes into students’ utilization of social media with AI-driven recommendations in their effort to get familiar with the Indian English accent and the impact of such a practice...
Proceedings Article
Analysis of Netizens’ Social Mentality of Sina Weibo Hot Network Security Incidents
Meihui Ren
This study takes the network public opinion of Sina Weibo as the starting point, and uses big data mining technology to technically capture three types of network security events and user comments on Sina Weibo in the new era. LIWC (Linguistic Inquiry and Word Count) software conducts machine-assisted...
Proceedings Article
Review of Face Recognition and Anti-mask Interference Technology
Mingrui Zhou, Xiangyu Chen
Face recognition is one of the hottest research directions in artificial intelligence. Its development is relatively mature, so it is widely used in various fields. However, since the outbreak of novel coronavirus pneumonia in 2019, most of them recommend or require people to wear masks to prevent infection,...
Proceedings Article
Research on Network Sales Development Plan Based on Big Data Neural Network
Lingyan Hu, Yumeng Dong
In order to help Sunshine develop the sales plan based on the data, we first preprocess the data to prepare for the subsequent qualitative analysis of the model. Then it analyzes the relationship between the review and the reference values of other variables, and then further uses the multi-layer structure...
Proceedings Article
How to use big data and spatial econometric model to explain the high-quality development of western China?
Feiliang Niu, Haifeng Yu, Gulisun Aisa
Based on the western region from 2013 to 2020 in 11 provinces (except in Tibet) panel data, build high quality development index evaluation system, information entropy to explore the western region development, by calculation and using spatial econometric model analyzes the upgrading of human capital,...
Proceedings Article
Propagation Analysis of Internet Opinion Based on Improved SEIR Model
Yongjie Chu, Cengceng Liu, Yuan Zhu
The exposed group play an important role in public opinion propagation since they can either spread or block the information. In this paper, focusing on the propagation uncertainty and spreading effect of the exposed users on the Internet, the SEIR (Susceptible-Exposed-Infected-Recovered) model is reformulated...
Proceedings Article
Research on Comprehensive Evaluation and Early Warning System of Ancient Building Health
Fulin Zhou, Cheng Li, Daihong Chen, Zhaoxun Wang, Hua Zhou, Xukun Ou, Xiaoyu Tan
At present, the protection of world cultural heritage has changed from passive protection based on rescue to active protection based on prevention. The traditional protection method of ancient architecture is to find the damage through on-the-spot observation, and then protect it. The information in...
Proceedings Article
Test and Analysis of the Leading Factor of Excess Return of Industry Sector in China Stock Market
Jihui Shi, Yichen Lu, Zeyu Gao, Jun Wang
We use Fama-French to empirically analyze 2,288 portfolios of 26 China stock market industry sectors from 2016 to 2020 of industry sectors. The results show that: Although factor effect is common in China stock market industry sector, it shows obvious difference in factor dominance, among which 19 and...
Proceedings Article
Research on the Gold Price Forecasting Based on Machine Learning Models
Yiqi Xin
In recent years, time series data analysis has been attracting much attention and can be applied to financial forecasting. As gold market can be used to manage investment risk, many methods that focus on time characteristics have been introduced to predicting the gold price. This study attempts to use...
Proceedings Article
The Integration of Experiential Teaching into College Students’ Mental Health Education Empirical Research
Qing Zeng
The psychological health problems of college students have attracted more and more attention. The psychological health education courses offered by colleges are the main channel to improve the psychological quality of college students. This study aims to explore a more effective practical model of psychological...
Proceedings Article
Blockchain-Based Whole-Chain Green Power Traceability
Xiaopeng Chen, Zhaomin Wang, Jinjing Cao, Hongwei Xing, Jianhui Zhang, Entang Li, Mingliang Mu, Chuankang Miu, Nianming Xue, Chonghao Xu
Green power is developing rapidly in the low-carbon context, and the traditional green power traceability method has problems of management efficiency and transaction trust, which does not meet the current rapidly increasing green power traceability background. By adopting blockchain technology to chain...
Proceedings Article
Design and Implementation of Interactive Multimedia Teaching System for Oral English Under the Background of Internet Plus
Xiuyun Wang
In order to solve many problems in college oral English teaching, such as the limitation of teaching resources and the lack of practice opportunities, this paper takes oral English teaching as the research object, and develops an interactive multimedia teaching system for oral English with the help of...
Proceedings Article
Exploring The Influence of E-Commerce Multi-Modal Data on Online Shopping Based on Stepwise Regression Model
Yongjie Chu, Jingjing Cao
Online product reviews (OPR) is an important reference information for consumers for online shopping, and has become one of the most persuasive information influencing purchasing decisions of consumers. Researchers have used different methods to explore the impact of various aspects of OPR on consumer...
Proceedings Article
Research on Human Resource Management Performance Evaluation Based on Entropy Weight TOPSIS Method
Li Li
In order to improve the accuracy and comprehensiveness of performance evaluation results, this paper proposes a human resource management performance evaluation method based on entropy weight TOPSIS. Establish a data analysis platform for human resource management to provide data basis for performance...
Proceedings Article
Design and Implementation of the Management System of University Faculty Team Construction in Internet Plus
Sitong Liu
Education is the foundation of a hundred-year plan. Teachers are the foundation of education. In order to further improve the comprehensive quality of teachers, improve the management of teachers' information, and deepen the implementation of the development goal of education informatization in...
Proceedings Article
Application of Big Data Technology in the Reform and Reconstruction of Administrative Management System
Yuxiang Luo
With the emergence and rapid development of information technologies such as "Internet of Things", "Internet +" and "cloud computing" in recent years, human work and life style have undergone major changes, and human beings are gradually stepping into the —— big data era...
Proceedings Article
Research on Visitor Experience of Movie and Television Theme Parks Based on Data Mining—Taking China Tangcheng as an Example
Hang Yu
Based on big data mining technology, we crawled the review texts and related data about China Tangcheng on Ctrip website, built a web review database, used content analysis method and theme analysis method to extract the core elements affecting the tourist experience of China Tangcheng, and then used...
Proceedings Article
Research on the Influence Mechanism of Open Source Projects using Python and Stata
Xincheng Wu, Yaqi Wang
As a successful practice of open innovation (OI) in software field, open source community provides a new and sufficient impetus for the development of soft-ware industry with increasing technology intensity. Community influence of open source projects is not only an important indicator to measure project...
Proceedings Article
Implementation and Exploration of Process Assessment of Undergraduate Courses Based on Digital Platform
Yanyan Sun, Yaping Jiang
Based on the analysis and comparison of the differences between Chinese and Western university curriculum assessment, this paper proposes the urgency and necessity of strengthening the process assessment of undergraduate courses. In view of the bottlenecks encountered in the process assessment of domestic...
Proceedings Article
Teaching Reform Based on Correlation Analysis Algorithm
Yuxiong Chen, Jianhua Zhang
Taking the teaching data of the course "Artificial Intelligence Basic" as a sample, and IBM SPSS as a data analysis tool, through data collection, data extraction, data modelling, this paper uses the comparative analysis method to obtain valuable data analysis results, which can be applied...
Proceedings Article
Can Centralized Intervention Solve Rural Credit Exclusion? Evidence from China
Bingwu Liao, Murong Shen
The purpose of this study is to analyze whether the centralized intervention represented by government intervention can effectively solve the problem of rural credit exclusion, and provide evidence for the development of global rural inclusive credit. In the process of research, this study uses the random...
Proceedings Article
Prediction and Analysis of Regional Economy Based on Grey Prediction Model GM (1,1)
Yuanshen Wang, Hao Qi, Yue Yang, Zhuohang Qin, Guoqing Meng, Yihang Xia
In recent years, China's economy has developed rapidly and made many achievements. However, the economic development of China's various regions is uneven, and the gap in per capita GDP is large. Therefore, each region needs to formulate different development plans according to its own economic...
Proceedings Article
Computer Coupled Path Research on Endogenous Motivation of Students in Innovation and Entrepreneurship Education
Rui Guo, Danyang Liu, Xiaohui Sun, Yidan Hu, Yan Huang, Cheng Li
Under the background of the popularization of higher education, the employment status of application-oriented undergraduate colleges and universities is becoming increasingly severe, and college students’ independent entrepreneurship has become a new way to solve the employment problem. In this regard,...
Proceedings Article
Partial Multi-Label Learning with Global and Local Manifold Disambiguation
Qizheng Pan, Jianmin Li, Ying Ma
In Partial Multi-Label learning (PML), each training example is assigned with a candidate label set where only partial labels are correct. Existing PML methods only focus on global label correlation, while they lack the consideration of the local label correlation. To alleviate this issue, a novel framework...
Proceedings Article
A Study of the Impact of Covid-19 in Medical-Related Industries Using Fama-French Five-Factor Method
Jinyan Chen
Since the outbreak of Covid-19, the stock market has suffered from the unstable lash. This article focuses on the impact of Covid-19 on the stock market of the Healthcare industry, Medical Equipment industry, and Pharmaceutical Products industry. 172 trading days in each part of Covid-19 are selected...
Proceedings Article
A Study on the Relationship between Internet Development and Urbanization Process
Zihan Cui, Zhaoqi Peng
With the continuous development of China's economy, the process of urbanization is accelerating. And the Internet, as an emerging technology developing rapidly, has penetrated into all aspects of economic development, and has an inescapable effect on the construction of urbanization. Therefore,...
Proceedings Article
Application of Computer Science Technology in Foods Teaching
Hui Ding
With the continuous computer technology and the rapid development of science and technology, the computer is more and more widely used in education and teaching. In today's era, computer science and technology are contained in all stages of teaching, multimedia teaching, data processing system has...
Proceedings Article
Construction and Application of Legal Education Platform in Colleges and Universities Under the Background of Governing Schools by Law in Internet Plus
Jinhua Peng
Faced with many difficulties in the process of legal education in colleges and universities, this paper takes legal education in colleges and universities as the research object, adopts the application advantages of Web technology, computer application technology and database technology, and builds a...
Proceedings Article
Construction of Interactive Teaching Platform for University Clarinet Performance Based on Streaming Media Technology
Yantao Shi
Aiming at the single teaching method in the existing clarinet teaching, this system will use streaming media FFmpeg tool and JAVAweb technology to construct a clarinet teaching platform based on streaming media. This system can help teachers and students to carry out teaching activities of synchronous...
Proceedings Article
Research on the influence of Internet dual embedding on women's entrepreneurial ability
Jingning Li, Noor Hazlina Ahmad
In the context of" Internet+ mass entrepreneurship and innovation ", the academic circles have not reached an agreement on the Internet power effect of female entrepreneurship, mainly due to the lack of micro mechanisms to explore the direction, path and boundary of Internet-enabled female...
Proceedings Article
The Impact of Demand Information Transparency on Endogenous Supply Process Reliability in Blockchain Era
Xinqian Huang, Liang Xu, Ying Huang, Mingci Hai
With supply disruption occurring frequently nowadays, suppliers increasingly undertake costly effort to improve its own supply reliability. Meanwhile, some retailers are issued with blockchain technology, which reduces information asymmetry for suppliers, thereby mitigating supply disruptions. This study...
Proceedings Article
Design and Implementation of College Ideological and Political Network Education Platform Based on PHP
Hang Li
Ideological and political education in colleges and universities is an important policy and long-term strategy of higher education in China. With the deepening of information technology in the world, ideological and political network education in colleges and universities is imperative. Based on Web...
Proceedings Article
Exploring Machine Learning's Application in Online Real Estate Marketplace
Zixuan Zhao
Due to the COVID-19 pandemic and the aggressive fiscal policy by the government, the US real estate market witnessed one of the biggest price jumps in history. A significant increase in both direct and indirect economic activities happened as a result. Our interest is to explore the opportunity of applying...
Proceedings Article
Design and Implementation of Network Teaching Platform of Ideological and Political Education in Colleges and Universities Based on Laravel Framework
Jiemin He
Under the Web technology, the network teaching platform of ideological and political education in colleges and universities based on Laravel framework uses PHP as script language and MySQL to realize data support, which is powerful and simple in operation and maintenance. This platform solves the problems...
Proceedings Article
An Event Study of the Impact of Negative ESG News on Stock Returns
Xuanlin Mu, Yanchao Shi
Environmental, social and governance (ESG) has undergone heated discussion in recent years as the world is becoming more and more conscious about the impact of climate change and the urgent need to address this problem. ESG has profound effects on many sectors; the financial industry is particularly...
Proceedings Article
The Design of Comprehensive Assessment System for Computer Major of SCM via CIPP-CDIO
Chen Diao, Bin Wang, Guanfeng Li
IN the background of the transformation of the application-oriented undergraduate majors, the concepts of CDIO engineering education and CIPP curriculum evaluation have been widely accepted by many domestic universities. Under the new educational concept and teaching mode, how to evaluate the students’...
Proceedings Article
Application of Olunchun “Mosukun” Intangible Elements in Visual Communication Design Under Virtual Reality Technology
Ying Luo, Zhewei Liang
As a national intangible cultural heritage, the Olunchun “Mosukun” lacks the channel of integration with modern scientific and technological innovation, resulting in low communication efficiency, and is facing a severe problem of protection and inheritance. Therefore, this paper takes the Olunchun “Mosukun”...
Proceedings Article
Construction of University Cloud Classroom Platform Based on Python
Ting Yan
In order to speed up the network construction in colleges and universities, realize educational informatization, provide better services for students and improve the efficiency of campus teaching management, this paper establishes a cloud classroom platform based on Python. In the process of building...
Proceedings Article
Research on the impact of the finance structure on innovation investment in Chinese Corporation
Jiedong Zhang
In order to explore the potential relationship between the innovation investment and the enterprise financial structure, the work gathered the related data, using KMO and Bartlett's Test to test whether the factors tested could be used in the following factor analysis, and principal component analysis...
Proceedings Article
Construction of Online Teaching System for Business Management Majpr in Higher Vocational Colleges Under the Background of “Internet Plus”
Na Yang, Yangmei Zhou
With the advantage of network technology, this paper builds an online teaching system for business management major in higher vocational colleges under the background of “internet+” to solve a series of problems existing in current business management major in higher vocational colleges, such as single...
Proceedings Article
Development of Automatic Evaluation System for Preschool Children's Speech Level Based on Speech Technology
Fei He, Qingling Meng
Based on speech technology, combined with FFmpeg application, the development and construction of automatic evaluation system for preschool children's speech level is completed in Java Web application development system. In view of the shortcomings of the current standardized tools for evaluating...
Proceedings Article
Research on the Application of Data Collaboration Platform for Metrology Instruments Based on the Blockchain
Angang Zheng, Huaiying Shang, Yubo Yang, Qiongqiong Yao, Yang Jin
Electric energy Metrology business belongs to the category of legal Metrology. The public pays attention to the accuracy of equipment and the justice and fairness of the verification process. However, due to the long process of equipment production verification, involving many enterprises and links,...
Proceedings Article
Design and Construction of Campus Security Management Platform Based on Web
Zhenkui Xi
Under the background of “science and technology promote safe construction”, colleges and universities should adhere to innovation drive, strengthen campus security prevention and control construction, and improve the level of security work. In this regard, this paper takes the campus security work as...
Proceedings Article
Study on the main points of eco-environmental management during engineering construction
Weijie Xu
With the progress of society and the development of the economy, the development level of engineering has been continuously improved and strengthened, which is particularly important for promoting the construction of China's nationality and the construction of the Belt and Road. The development...
Proceedings Article
IoT Intrusion Detection System Based on LSTM Model
Weiqun Li, Chaowen Chang
Aiming at the problems of time-consuming feature extraction and general efficiency in the detection of en-crypted traffic by traditional machine learning algorithms, an intrusion detection model based on deep learning long short-term memory network (LSTM) was proposed. First, the malicious encrypted...
Proceedings Article
The Influence of Academic Tutors’ Mentoring Behavior on University Students’ Professional Commitment: Based on Universities with the Full Credit System Using SPSS and Mplus Software
Liang Huang, Huahong Wang, Muning Wang, Yuying Liao
Based on self-regulation theory, SPSS and Mplus were used to explore the relationship mechanism between academic tutors' mentoring behavior and university students’ professional commitment through hierarchical regression and moderated mediation model. Hierarchical regression analysis results showed...
Proceedings Article
Brand Community Values—The Moderating Effect of Brand Symbolism
Xiaoyan Yu, Feng Pan
The current research studies the relationship between customers’ need for community values and customer community engagement. The SPSS statistical analysis software is used to test the reliability of the scale, the AMOS structural equation modeling software is used to test the validity of the scale,...
Proceedings Article
The Application of Artificial Intelligence-based Style Transfer Algorithm to the Design of Animation Special Effects
Xuebiao Niu
Style transfer belongs to a new type of research on image tasks in the field of deep learning, which enriches and explores people's imagination of real life. In-depth research on style transfer can deepen the computer's understanding of images, which is conducive to accelerating the development...
Proceedings Article
Does Transnational Traffic Effects Bilateral Trade Exceeding Political Trust: Evidence from China-Pakistan Traffic
Xiao Feng
This paper uses Cox Proportional-Hazards Model, analyzes transnational traffic and political trust ’s influence on China and Pakistan bilateral trade. Results show time, political consistency and culture identity have little hazard on bilateral trade; traffic accessibility, transportation construction...
Proceedings Article
A Corpus-Based Comparative Study of Translators’ Style: with Seven Versions of Hetang Yuese as Examples
Wei Gong, Chao Xu
The popularization of computer and information technology is underscored by the proliferation of corpus, which has been effectively applied to linguistics, lexicography, teaching and translation. Compared with traditional manual methods, the corpus-based translation study can provide more objective and...