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2083 articles
Proceedings Article

Big Data-Driven Computer Teaching Effect Evaluation Model

Yongjian Yu
With the continuous progress of information technology and the continuous development of science and technology, the concept of big data is gradually infiltrating into every corner of social life. The opportunity of big data to promote the reform and development of modern education in China is one of...
Proceedings Article

Research and Prediction of Health Expenditure Factors in China Based on Machine Learning Methods

Xiaoqin Zhang, Xiaowen Wan
Objective To analyze the influencing factors of China's total health expenditure and predict the development trend of China's total health expenditure in the next five years based on historical statistics and provide some theoretical basis for formulating relevant policies. Methods:...
Proceedings Article

Dynamic Research on Housing Purchasing Power in China’s Major Cities

Houqing Wei
Housing prices have always been a concern for the Chinese people. Some scholars have conducted in-depth studies on China’s real estate bubble and housing purchasing power in a few cities. Still, few have conducted analytical studies on the changes in housing purchasing power in China and major cities....
Proceedings Article

A Survey of Cybersecurity Awareness Among Undergraduate Students at Yunnan University of Finance and Economics in China

Xiaoyu Du, Thippaya Chintakovid
In 2022, more than 55% of internet users have encountered cybersecurity problems, which makes it have negative impact on public security. The group under the age of 20 is mainly students at school or young people just entering society. Because of their low financial resources and lack of security awareness,...
Proceedings Article

Research on the Development Strategy of Community Embedded Elderly Care Services Under the Empowerment of Information Technology

Based on the Perspective of Integrated Services

Li Li, Shuoyi Zhu
With the aging trend becoming more and more severe, the community-embedded elderly care service model provides a new idea for solving the problem of caring for the elderly. However, problems such as imperfect institutional planning and poor resource integration ability plague the development of community-embedded...
Proceedings Article

Influence of Empathy Fatigue on Medical Students' Implicit Absenteeism in Ethnic Minority Areas

Lei Lei, Bin Chai, Hong Li, Xinggui Xu
With the arrival of the post-epidemic age, many new aspects of the influence of empathic fatigue on covert absenteeism among medical students have surfaced. In this paper, we investigated the data of 600 medical students in schools in minority areas of Yunnan using the Social Connection Scale Revised...
Proceedings Article

Statistical Analysis of Factors Influencing the Per Capita Disposable Income of Urban Residents in Anhui Province

Jiangshuang Huang
With rapid social and economic development, the living standard of residents is also rising. The disposable income per urban resident, which is one of the indicators of the living standard of the residents, is also attracting more and more attention. Therefore, it is of great significance to China's...
Proceedings Article

Collaborative Filtering of Learning Resources Recommendation Based on Learners’ Viewing Behavior

Chong Wang, Ziyao Wang, Yongzhe Zhao, Yixuan Zhao
With the popularity of online education and the development of information technology, the number of learning resources on the Internet has increased geometrically, making it often impossible for learners to obtain more accurate learning resource recommendations. The main form of online learning for...
Proceedings Article

Research on the Impact of Manufacturing Digital Innovation Resources on Knowledge Creation Based on SmartPlS: The Mediation Effect of Digital Innovation Ecosystem

Yan Wang, Shuo Liu, Yu Liu, Jieru Wu
Executing digital innovation activities and creating a digital innovation ecosystem are critical engine for effectively promoting knowledge creation in the manufacturing industry, advocating deep integration of the digital economy and manufacturing industry, and achieving high-quality manufacturing industry...
Proceedings Article

Themes, Trends, and Influence: A Preliminary Study of the International Academic Discourse Power of Big Data Research in the Field of Chinese Social Sciences

Xue Meng, Tang Jingqian
Taking the big data-related literature included in SSCI as the data source, this paper applies the WoS analysis function and knowledge graph tool Citespace III to conduct bibliometric and visual analysis in social sciences. Quantitative and qualitative analyses are performed to uncover the international...
Proceedings Article

Network Teaching Evaluation of Aesthetic Education in Colleges and Universities From the Perspective of Cognitive Science

Zhenhong Li
From the perspective of cognitive science, aesthetic education(AE) research will focus on the cognitive dimension of AE research. From the actual situation, the online teaching evaluation of AE in CAU has a unique role of feedback, diagnosis, guidance and intervention, which is an important measure to...
Proceedings Article

Ethical Study on Problems and Development of the Online Crowdsourcing Translation Platform Yeeyan Based on Big Data

Xiuying Lu, Jia Li
The emerging crowdsourcing translation industry, originating from the practice of enterprise crowdsourcing, driven by the urgent needs of the increasingly diversified translation market, effectively integrates the scattered translation resources and public wisdom. Online crowdsourcing translation platforms...
Proceedings Article

Trend-Based K-Nearest Neighbor Algorithm in Stock Price Prediction

Shengtao Gao
This paper introduces a trend-based stock price prediction method that employs the K-nearest neighbors (KNN) algorithm for trend forecasting. Experiments were conducted using a historical stock price dataset, and the prediction performance was evaluated. Experimental evidence suggests that, in relation...
Proceedings Article

Establishment and Research of Ecological Environment Assessment Method in Mining Area -- Taking Anshan Open-pit Mine as an Example

Zhi-wen Hu, Shun-bao Liao, Yu-na Qi
In the process of obtaining natural resources, human beings will inevitably destroy the environment and affect the ecological balance of nature. The establishment of ecological environment evaluation method for mining area and surrounding area can protect the environment of mining area and realize the...
Proceedings Article

Analysis of the ways to improve the teaching effect of live marketing courses

Mandan Cao, Zhihua Gan, Juan Cheng
Based on the current situation of live broadcast marketing course, this study takes teachers and students in vocational colleges as the survey object, and uses principal component analysis (PCA) method to analyze the key factors affecting the satisfaction of live courses in higher vocational colleges...
Proceedings Article

Quantitative Analysis of China's New Drug Policy Based on Text Mining Perspective

Yufang He, Ruoyao Jia, Wenjing Duan, Zhen Gong, Chengye Zhang, Kaiyue Shen, Fang Xia
This paper focuses on the vital domains and developmental trends of new drug-related policy. A total of 98 policy texts from 2010–2021 were subjected to cluster analysis and strategic coordinate analysis. The results showed that the number of new drug policies is fluctuating upward, the coordination...
Proceedings Article

A Comparative Study of International and Chinese New Generation Staff Research from the Perspective of Knowledge Domains Mapping

Ting Zhai, Yanru Cui, Kangxin Yan, Wencheng Zhou
It has become a common phenomenon that the intergenerational shift occurs all over the world. What do they care most about at work? What happiness and annoyance does work bring to them? These are the hot issues concerned by the practice community in recent years. Therefore, it is necessary to conduct...
Proceedings Article

Design and Development of University Teacher Management Information System Based on ASP.NET Technology

Chunlin Yang
The information management of teachers plays an extremely important role in the quality management of talents in colleges and universities, but there are many problems in practice, such as untimely information processing and difficulty in information sharing. Therefore, it is very necessary to construct...
Proceedings Article

Construction of Mobile Platform for Youth Sports Training Based on Big Data Thinking

Yongjun Xiao
The arrival of the era of big data has profoundly affected the changes of human society and culture, Scientific and technological progress has made the Internet reshape the sports industry, and the Internet has gradually expanded the resource boundaries of the sports industry, breaking the monopoly of...
Proceedings Article

Research on the Improvement Method of Electricity Marketing Management

Ning Wei, Yaoyu He
With the rapid development of science and technology and economy in China, the living environment of electric power enterprises has undergone earth-shaking changes. In order to adapt to the current economic and social development situation, electric power enterprises have carried out corresponding reforms...
Proceedings Article

Research on the Auxiliary Teaching of Classroom Demonstration Experiment in University Physics Class

Gang Song
In University physics class, classroom demonstration experiments play an important auxiliary role to help the student understand physics theories. Based on the classroom teaching of university physics, this paper analyzes the auxiliary role of classroom demonstration experiments in university physics...
Proceedings Article

Design and implementation of microwave transmission courses based on virtual reality and oriented towards future education

Wei Liu, Huaijun Zhou, Han Liu
"Fundamentals of Microwave Technology" is a compulsory course for undergraduate majors in Electronic Science and Technology, playing a connecting role in the microwave series of courses. The course aims to face future education, and is designed and implemented based on virtual reality systems...
Proceedings Article

Design and Implementation of Web-Based Remote Open College Teacher Training System

Wenyuan Ji
Colleges and universities have been looking for appropriate ways to improve teacher training, hoping to find a new way of teacher training through the Internet and emerging technologies. Firstly, the author analyzes the problems existing in the training of college teachers, and develops a long-distance...
Proceedings Article

Analysis of the role of “Online State Grid” in optimizing business environment and improving power supply service level

Yichi Zhang, Wei Zhang, Fei Lou, Qirui Chen, Ying Jiang
In order to promote China's economic development, improve the quality of power supply service, reduce power grid costs, and maximize the interests of enterprises, this paper discusses the role of "State Grid on the Internet" in optimizing the business environment and improving the level...
Proceedings Article

Research on the Extraction and Application of Vinegar Culture Elements in Zhenjiang Under the Background of Big Data

Gan Gao, Mingzhu Li
As one of the Four Famous Vinegars of China, Zhenjiang vinegar has a long cultural history and great cultural significance, which is a profound refinement in the lifestyle and cultural spirit of Zhenjiang people. In recent years, with the explosive growth of data resources, the channels of access to...
Proceedings Article

Analysis of The Use Data and Influencing Factor Model of Community Elderly Care Services for Empty-Nest Elderly

Mengdan Fan
Due to the deepening of aging and the change of family structure, the number of empty-nest elderly in my country has been increasing year by year, which is accompanied by serious pension problems. The community elderly care service has alleviated the old-age dilemma of the empty-nest elderly to a certain...
Proceedings Article

Development of Interactive Teaching System for Preschool Education Classroom

Junfang Zheng
With the advent of the Internet era, the rapid development of smart phones, ipads and other mobile handheld devices provides a suitable development platform for education. In the field of education, interactive teaching can enrich the teaching scene and enhance students' understanding of knowledge....
Proceedings Article

The Design and Implementation of Kinect-Based College Sports Auxiliary Evaluation Training System

Yue Jia
Based on Kinect equipment, the construction of college sports auxiliary evaluation training system was completed with the core of motion capture technology and ASP.NET architecture. Aiming at the problem of lack of scientific evaluation and feedback of teaching effect in the current physical education...
Proceedings Article

Analysis on the Spatial-Temporal Evolution of Zhaotong’s Industrial Structures Under the Background of Rural Revitalization

Huaying Qu, Rong Xu, Jinxiang Shen, Chuanqing Deng
In the context of rural revitalization, the application of big data can accurately provide data support for industrial revitalization and agricultural development. Based on the statistical data of Zhaotong City from 2006 to 2020, this paper adopts shift-share analysis, industrial structures conversion...
Proceedings Article

Research on the construction of role playing experiential teaching mode in TCM medical record training teaching based on virtual simulation technology

Huaxing Cai, Yunlong Xu, Qi Wen, Ying Liu
With the help of virtual reality technology, the role playing experiential teaching mode is applied to the practical teaching of TCM medical records. Through the immersive role experience in virtual reality environment, students are physically and mentally involved and feel the sense of career mission....
Proceedings Article

A Comparative Analysis of the Stackelberg Game Approach to Green Closed-Loop Supply Chains under Different Recycling Channels

Lifan Shen
In the face of rapid economic development and increasingly severe environmental challenges, today's society is more critical to creating sustainable green supply chains. The article explores the application of game theory in the green closed-loop supply chain by discussing and analyzing the green...
Proceedings Article

Project-Based Cyber Security Course Teaching Based on Digital Training Platform

Yang Li, Wenting Li
As cyber security issues are becoming obvious around the world, the training of cyber security professionals is particularly important. Educators are trying to find effective teaching ways for cyber security education. In order to help students develop both theoretical and practical abilities, project-based...
Proceedings Article

The Practice of College English Teaching Reform with Intelligent Voice Evaluation in the Context of Artificial Intelligence Empowering Education

Yamei Zhang
Artificial intelligence (AI) technology empowers the digital transformation of education, which is gradually shaping a new form of education. Based on the theory of “computer-assisted language learning”, an overall teaching reform practice of human-machine collaborative education was conducted through...
Proceedings Article

A Method for Online Course Evaluation Based on Continuous Bag-of-Words Model and Semantic Analysis—A Case Study of Statistics

Yongjie Chu, Cengceng Liu
With the rapid development of the Internet and multimedia, online courses have become one of the main ways for students to learn. Online course reviews are the comments the learners or students published voluntarily based on their real learning experience of a course, which include diverse information....
Proceedings Article

The Share-Pledging of Controlling Shareholder and Corporate Operation Risk

The Empirical Evidence from China's A-Shares Listed Companies

Ping Yu, Youyi Wu, Jiarui Zhang, Yuanhai Bai
Share-pledging has become a widely used financing method for listed companies to meet their capital needs. However, it may also influence the operation risk of companies. Using the annual data from CSMAR and WIND database, we obtain 11,298 listed companies from 2009 to 2019 and examine the impact of...
Proceedings Article

Innovation of Warfighting-oriented Inspection and Acceptance Method of Equipment Based on Cloud Model

Hanhan Tao, Tielu Gao, Xiao Chen, Yuqing Hu
Inspection and acceptance is the last pass to control the quality of equipment. With the development of modern warfare, weapons and equipment are characterized by technical, informational, and systematic development, which puts forward higher requirements for equipment quality. How to conduct warfighting-oriented...
Proceedings Article

The Implementation Effect of Chinese Soil and Water Conservation Law in Pisha Stone Area Use SPSS Analyses Big Data

Minglei Kang, Binbin Li, Yanshuang Zheng, Feifei Dong, Zhan Zhang, Yuanyuan Chang, Liting Hou, Haibin Zhao, Cheng Chen, Yang Liu, Huiling Duan, Maolin Li, Zhenzhou Shen
The soil and water loss is very serious in Pisha stone area of Yellow River basin, which is called the “ecological cancer of the Earth”. The area covers only 1.67 × 103 km2, but the coarse sediment produced by the area accounts for 25% of the silt deposited in the lower Yellow River. We used SPSS data...
Proceedings Article

Research on Optimization of Organizational Training Efficiency under Multiple Training Objectives Based on AHP-GA Algorithm

Min Cao, Ping Luo, Ying Du, Yao Niu
This paper proposes a solution that combines Analytic Hierarchy Process (AHP) and Genetic Algorithm (GA) to optimize the training duration of training institutions with multiple training objectives by establishing a mathematical model for optimizing organizational training benefits under multiple constraints....
Proceedings Article

Research on the Evaluation of Terminal Express Service Quality in the Context of Epidemic

Le Zhang, Jiaqi Jiang, Hong Yang, Yuxuan Cen
During the epidemic, improving the service quality of terminal logistics is helpful to promote the benign development of the economic environment. Therefore, this paper firstly combined AHP analysis with TOPSIS method, and used Delphi method to invite 5 professionals to give weight scores to the indicators....
Proceedings Article

Towards Query Performance Improvement in Big Data Environment

Jianbo Li, Jianghua Luo, Zhiwen Song, Zhao Luo
In recent years, big data has exploded in the communications industry, especially in the 4G industry card data. However, the large amount of data and processing dimensions of 4G industry card data incur a large overhead of query performance. In order to improve its query efficiency, this paper studies...
Proceedings Article

A Meta-analysis based Study of the Factors Influencing Students' Engagement in Classroom Learning

Chang Yue
To address the differences in current research on factors influencing student engagement in classroom learning, a combination of qualitative and quantitative meta-analysis was used to integrate a total of 43 high-quality empirical and relevant international literature that met the research criteria,...
Proceedings Article

A Study on the Influencing Factors of International Cultural Communication in the Context of Media Convergence

Take @I am Guo Jierui and @Li Ziqi as Examples

Weisong Xi, Hejie Chen, Xueyan Liu, Menghan Yu
The 20th National Congress of the Communist Party of China pointed out the need to strengthen the capability of international communication and enhance the influence of Chinese civilization. With the boom of Internet technology and the popularization of mobile terminals, it has become an important path...
Proceedings Article

The Impact of New Generation Employees’ Effort-Reward Imbalance on Emotional Exhaustion: Modeling Based on Multiple Linear Regression and Support Vector Machines

Ke Luo, Linmin Ke, Hao Zhou
As new generation employees are gradually becoming the main force of organizations, research on the relationship between employee effort-reward imbalance and emotional exhaustion needs to be supplemented and updated. Based on social exchange theory, we constructed a mediating model in which psychological...
Proceedings Article

Research on the reliability model of emergency dispatch considering the advance state of time factor

Jijun Xiao, Yutong Zhou, Shu Ou, Rong Kou
With the frequent occurrence of major emergencies in recent years, the guarantee problem of emergency material dispatching has gradually come to the fore. In this paper, the reliability of the emergency material dispatching system is studied based on the analysis of the dispatching process and influencing...
Proceedings Article

Research on Hot Topics and Trends of Ideological and Political Teaching in China—Visual Analysis Based on CiteSpace

Jiajia Xia
By using CiteSpace 6.1.R2, this paper presents a statistical analysis of the relevant papers on the application of Chinese ideological and political teaching in CNKI in the last five years from 2016 to 2021. It reviews papers’ publication date, published journals, published institutions, core authors...
Proceedings Article

Research on the Practical Dilemma and Solution of Big Data Talents Cultivation

Wenhua Liu
In the internet age, massive data gives birth to so called big data. Big data is affecting people’s life in every regard. Therefore, big data age has resulted in high attention from all stakeholders. The development of big data industry raises the new challenge of talents cultivation. The article firstly...
Proceedings Article

Research on the Influencing Factors of Teaching Interaction on Deep Learning of Graduate Students in Smart Classroom Environment

Lan Hong, Yan Ma, Ximei Yang, Renju Tang
Effective teaching interaction promotes the achievement of deep learning in an important way, and the smart classroom environment provides strong support for the development of teaching interaction and the realization of deep learning. In this study, a questionnaire survey was conducted by using SPSS...
Proceedings Article

Research on the Development and Application of Intelligent City Public Service System

Ying Sun
The intelligent city is to use information and communication technology ways to sense, analyse and integrate various key information of the core system of urban operation, so as to realize intelligent response to various needs, including people's livelihood, environmental protection, public safety,...
Proceedings Article

Study on Simulation of Nanjing Housing Sandwich Class Scale Based on System Dynamics

Xianghua Wu, Yaosheng Hu
With the failure of the housing market, the scale of urban housing sandwich class grows rapidly. They are residents who cannot afford commercial housing in the city, but whose income exceeds the local security line. Based on the theory of adequate housing rights, this paper proposes a measurement method...
Proceedings Article

Construction and Application Analysis of Information Model for Automotive Industry Test Equipment

Jun Zhu, Jia Zhao, Yang Liu, Ran Bo
Experimental data is an important resource for detecting and evaluating the performance and safety of automobiles. The current experimental equipment has a wide variety of data types and a large amount of data, which can be effectively managed and used through information models. Therefore, this article...
Proceedings Article

Research on The Influence of Digital Level on Knowledge Evolution Based on Threshold Regression Model

Yu Liu, Yan Wang, Jieru Wu, Shuo Liu
Manufacturing digital innovation ecosystem is an industrial organization form suitable for the digital age and an important way to realize high-quality development of manufacture. From the perspective of manufacturing digital innovation ecosystem, this paper takes the dynamic capabilities as the threshold...
Proceedings Article

Teaching Reform of Computer Vision Course in the Context of Artificial Intelligence

Tianrui Cun, Zheng Sha
This paper explores the teaching reform of the computer vision course from the perspective of the “student-centered and application-focused” construction criteria of China’s “Emerging Engineering Education.” We propose a “Four modes Three Stages” reform model. The reform is implemented in four phases:...
Proceedings Article

Design and Implementation of Automatic Rumor Detection System Based on Opposite Meaning Searching

Haori Lu, Jingrong Wang, Jiazhen Song, Yutong Li, Peng Nie
With the development of social networks, information on social platforms is exploding. However, Plenty of rumors have also appeared on social platforms, which significantly affect social stability. To reduce the harm of rumors, we design and implement an automatic rumor detection system. In this system,...
Proceedings Article

Research and Analysis of Crime Prediction in China and Abroad Based on Knowledge Graph

Yixin Liu, Juan Wang, Peng Zhang
The era of big data is changing the mode of police work. Crime prediction based on big data analysis has become a research hotspot in crime prevention and combat. In order to fully reveal and summarize the current development status and characteristics of the crime prediction field in China and abroad,...
Proceedings Article

Evacuation model considering pedestrian panic in smoke scenario

Yufei Li, Chao Li, Feizhou Huo
In order to study the effect of pedestrian panic on evacuation in fire scenarios, a fire evacuation model based on FDS and cellular automata was established. The model corresponds the FDS grid to the cell of cellular automata, and loads the flue gas data obtained by FDS into the cell in real time. At...
Proceedings Article

Research on the Hybrid Teaching Mode Based on Ideological and Political Education and Problem Solving Model

Hongxia Wang
Based on the goal of enabling education and the learning behavior data generated in the process of problem solving, this paper constructs a problem solving teaching model to promote the development of ability. In the programming course "database principle and application", this paper develops...
Proceedings Article

The Methodology System of the Emergency Response Capability Evaluation Based on AHP-Fuzzy Evaluation and the Practical Application for the Refining and Chemical Enterprises

Shengli Chu, Yifan Gan, Yunlong Li, Tao Chen, Lianjie Pang, Na Li, Lei Wang, Dantong Zhu, Mingjie Shi
In order to reasonably and efficiently evaluate the emergency response capability of the refining and chemical enterprises, the methodology system of the emergency response capability evaluation based on AHP-Fuzzy for the refining and chemical enterprises was proposed. All factors involved in emergency...
Proceedings Article

An improved color image watermarking algorithm based on DWT

Zhaoting Wang, Hongqin Wu, Yuying Ma
Aiming at the poor robustness and transparency of color image watermarking algorithm, this paper proposes an improved color image watermarking algorithm based on DWT. The watermark image and the original image are transformed by DWT, and the embedding position of the watermark is adjusted according to...
Proceedings Article

Research on the Adjustment of Physical Education Teaching Content Based on the Big Data of Physical Test Scores in Colleges and Universities

Tong Zhang
Based on the newly promulgated ‘Standards of Students’ Health and Physical Fitness’, and the big data of physical test scores of 4 colleges and universities in a certain area, this paper will use the fuzzy comprehensive evaluation method to analyze and research the big data of college physical test scores....
Proceedings Article

Construction of Online Learning System of Construction Engineering Management Based on MOOC

Rulun Peng
With the rapid development of China's economy and science and technology, the overall development of the construction industry shows a good trend, which means that the construction industry will have a very broad development prospect and market in China in the next few years. Therefore, more and...
Proceedings Article

Advances in the Study of Factors Influencing of the Risk Perception in the Doctor-Patient Relationship: Based on the Medical Side Perspective

Yufei Gao, Xueli Jiang, Jiangjie Sun
The risk of doctor-patient relationship seriously affects the psychological health of doctors and the healthy development of hospital treatment environment. It is crucial to investigate the influencing factors of risk perception of doctor-patient relationship to avoid the risk of doctor-patient relationship...
Proceedings Article

Research on the Influence of R&D Investment on High-Tech Product Trade in China

Yi Chen, Long Zhang, Xiaobei Lei, Yanling Chen
At present, China’s economy has gradually formed a new development pattern of “dual circulation economy”. The high-tech industry is responsible for improving the capacity of independent innovation and plays a key role in achieving high-quality economic development and promoting the new development pattern...
Proceedings Article

Design and Implementation of Word Segmentation System for Ideological and Political Education Based on Unsupervised Learning

Peng Shao, Junjie Guo
Chinese word segmentation is an important technology in Chinese natural language processing. The quality of Chinese word segmentation results will affect the effect of text processing. The relationship between the two is very close. In the field of ideological and political education, these words have...
Proceedings Article

Spatial Pattern Analysis of Zhuhai Urban Development Based on POI Big Data

Zili Zhao, Xiupeng Zhang, Zhi’ao Zhang, Xintao Peng
This study is to obtain accurately the urban development & evolution characteristics and spatial development pattern information of Zhuhai, to analyze its urban development laws by using spatio-temporal big data, to improve its scientific entity and effectiveness of planning, as well as to help its...
Proceedings Article

The Application of value engineering in highway engineering design change scheme

Bing Yang, Yubo Ren, Boyu Gao
Value engineering is a kind of technical and economic thinking and technology that seeks to build products at the lowest cost under the premise of satisfying the use function. The highway construction project is a huge linear system project, involving many disciplines, long mileage, large scale, and...
Proceedings Article

Peer Response for EAP Writing Revision Based on Online Shared Platform

Yuan Yiwei
Many online tools and platforms have been used in EAP writing classes for several years, especially in the feedback process. Studies have been conducted in this field and the results have provided solid evidence for teaching designs. This paper introduces the practice of using Tencent shared document...
Proceedings Article

Construction and Application of College Students’ Online Learning Ability Scale from the Perspective of Digital Literacy

Yanling Lan
The internet and digital technologies have brought opportunities for college students to have richer online educational resources. However, the students’ lack of digital literacy for learning also makes a large number of “online courses” fail to achieve the expected effect. With the literature review...
Proceedings Article

Research on Hotspots of Human Resource Management in the Digital Economy Era Based on Co-word Analysis

Yumeng Zhang
With the advent of the digital economy era, artificial intelligence and big data have brought great changes to the field of human resource management. Based on the database of China Knowledge Network, this paper uses co-word analysis to sort out the literature focusing on the field of human resource...
Proceedings Article

The Important Value and Path Optimization of Empowering Precise Ideological and Political Education in Universities with Big Data Technology

Chuanhui Chen, Aimei Yang
Higher education ideological and political education is a complex and long-term systematic project that needs to keep pace with the times and apply the latest technological means. The use of big data technology can help achieve the goal of accurate ideological and political education in universities....
Proceedings Article

Factor Analysis Algorithm and Precision Teaching

Yuxiong Chen, Jianhua Zhang
After the talent training plan is determined, how to arrange the teaching plan, teaching plan and teaching sequence of various courses in different periods of time is a very complex mathematical programming problem of "multifactor and multi-objective". This paper describes how to use "factor...
Proceedings Article

Application of Fuzzy C-Means Clustering and Support Vector Machine in Stock Price Analysis

Jinliang Wang, Wennan Wang, Tuli Chen, Fu Luo, Shiyang Song
With the rapid development of the global economy and the continuous expansion of the investment scale in the financial market, more and more transaction data and market public opinion information are generated in the stock market under the background of big data, which makes it more difficult for investors...
Proceedings Article

Design of Teaching Quality Monitoring System Based on Professional Development of Teachers in Colleges and Universities

Dongxing Yu
As one of the leading factors affecting the quality of teaching (tea), the professional development of teachers not only directly affects the current tea quality, but also determines the future development of colleges and universities. Therefore, the research of tea quality monitoring based on the professional...
Proceedings Article

Practical Experience and Satisfaction Evaluation of Poverty Alleviation by Relocation in Tibet in the Context of Targeted Poverty Alleviation Strategy ​Based on Ordered Logit Model

WenFeng Yang, WeiLian Zeng
The battle against poverty has been an important part of governance at all times and in most countries. In China, targeted poverty alleviation is another great and profound historical change taking place in rural areas, following the reform of rural land system and the household contract responsibility...
Proceedings Article

Using DEMATEL and AHP to Evaluate the Influencing Factors of Express Logistics Service Quality

Junnan Hua, Qilin Fang
Express logistics is an important branch of logistics industry. In recent years, with the development of e-commerce and information technology, express logistics has developed rapidly. On the basis of literature review and literature review, this paper summarizes 17 factors that may affect the development...
Proceedings Article

Application of Workflow Engine in Enterprise Open Technology Innovation Project Management

Lu Jiang
In order to improve the execution efficiency and benefits of enterprise technology innovation project management, this paper proposes that an open project management platform should be established, including information portal, technology project management platform, external resource docking channels...
Proceedings Article

Study on Improving Model Accuracy by Using Non-medical Image Pretraining Set based on ImageNet Weight

Xiangwu Guo
Although modern medical systems have relatively complete skin cancer detection methods, it is still very difficult to detect early skin cancer themselves. Therefore, this paper intends to propose a lightweight model network for patient self-detection of skin cancer. In order to implement a lightweight...
Proceedings Article

Evaluation on the Operational Efficiency of Health Institutions in China

Analysis Based on the Three-Stage DEA

Cheng Tang, Li Chen
The main purpose of this paper is to analyze the operational efficiency of China’s health institutions in 2019 and the impact of environmental factors on efficiency, so as to provide references for policy-making. Relevant data having been obtained from China Health Statistical Yearbook 2020 and China...
Proceedings Article

Design and Application of Online Teaching Platform in Colleges and Universities under the Background of Internet Plus Vocational Education

Zhe Zhang, Youwen Zhang, Liling Xu, Jian Fang
At present, the mode of "Internet Plus Vocational Education" has become an important engine to promote the high-quality and characteristic development of vocational education. In this regard, this paper takes the current educational model of higher vocational colleges as the research object,...
Proceedings Article

Research on the Impact of Digital Transformation on Enterprise Innovation Performance Under the Background of Information Management Based on SPSS Statistical Software

Xiaona Bao, Yanran Li, Shuchang Zhang
In the digital age, the rapid development of modern information technology has promoted the change of enterprise management mode, and the importance of information management and system has become more obvious. In the era of big data, it is necessary to combine information management and computer technology...
Proceedings Article

The Application of BIM Technology in Construction Management - An Empirical Study Based on A Hotel Project

Zhiguo Yin
The characteristics of construction projects and the higher requirements of owners make it increasingly difficult to achieve project goals. BIM technology is an effective tool to achieve project goals. This paper introduces the PDCA dynamic control principle that should be followed when using BIM technology,...
Proceedings Article

The Evaluation Model of Social Governance Under the Background of Rural Revitalization Based on Big Data

Chunfang Feng, Xuankai Ding
With the in-depth implementation of the rural revitalization strategy in China, the rural social governance is facing new opportunities and challenges. The construction of a systematic and scientific evaluation index system of rural social governance has important guiding significance for the modernization...
Proceedings Article

Risk Preference vs. Income + Spending

Teng Zeng
This paper provides a detailed explanation of categories of risk preference and classification of the risk level. Also, the evidence of how the main variables react to risk preference. Our analysis is based on the 2018 CFPS family samples and personal panel. Adopting Stata analysis technology, and using...
Proceedings Article

Determinants of Shopping Style in Dual-channel Supply Chain: Grounded Theory from the Consumer Perspective

Yuhan Hou, Jinyuan Song, Yongjun Xu, Xuan Ye
Supply chain management is one of the key research topics today, and it is also a bridge connecting the world. At present, most of the relevant research focuses on the pricing and decision-making of suppliers, and there are few articles on the supply chain from the perspective of consumers. Therefore,...
Proceedings Article

Design and Application of Entrusted Judicial Expertise System Under the Background of “internet plus Public Judicial Service”

Hong Zhou, Yipeng Yang
According to the problems of low expertise efficiency, opaque expertise situation and lack of effective supervision in the judicial expertise procedure under the current background, the author of this paper developed a commissioned judicial appraisal system under the background of “internet plus Public...
Proceedings Article

Construction of Autonomous System of Educational Robot Under the Background of Artificial Intelligence Taking the Mobile Educational Robots toward Performing Intelligent Invigilation as an Example

Shuya Zhang, Jingwen Luo
At present, it is necessary to improve the ability of robots to perform various educational services; however, in the process of applying robots to educational scenes, the examination scenes are often to be ignored. As The Mobile Educational Robot (MER) performing intelligent invigilation tasks often...
Proceedings Article

Exploration and application of a coordinated development index system based on the Pro-Liv-Eco coupling equation

Bin Yan, Zhaoxin Lin, Qingqin Li, Jiahui Xun, Ziyang Li
The main purpose of this paper is to explore in depth the policy documents and actual situation of rural development in Zhejiang Province, while using semi-structured interviews and data collection means, including manual research, drones, official statistical yearbooks, NSMC, etc., GIS-based data mining,...
Proceedings Article

Research on The Influencing Factors of Labor Participation of Urban Elderly Based on CHARLS Data

Weiwei Kong, Yiying Chen
With the deepening of my country's population aging, the labor market supply has gradually declined, and the social burden has increased. In this case, it is particularly important to discuss the labor participation of the urban elderly. In this regard, by sorting out the survey data of CHARLS in...
Proceedings Article

Analyzing the Economic Impact on COVID-19 with Vaccination Based on the Epidemiological and Economic Models

Eric Rui Huang
In December 2019, COVID-19, a novel coronavirus disease, started in China and spread worldwide. The development of COVID-19 vaccines helped many countries in this world to diminish the disturbance caused by COVID-19. In order to explore the economic influence of COVID-19 with vaccination, this paper...
Proceedings Article

Data Analysis of the Influence of College Students’ Personality Traits on Positive Mental Health Education Under COVID-19 Epidemic Situation

Hua Wang, Sharifah Muzlia Syed Mustafa, Siti Zuraida Maaruf
This study is quantitative research using survey method and mainly uses SPSS software to statistically analyze the questionnaire survey data. The purpose of this study is to analyze the influence of college students’ personality traits on positive mental health education in colleges and universities...
Proceedings Article

The Influence of Working in Non-working Time Through Information and Communication Technologies on Job Engagement

Xiaona Bao, Shuchang Zhang, Yanran Li
In recent years, information and communication technologies (ICTs) during non-work time has been widely used. However, the existing research on WN_ICT is not in-depth. Based on web crawler technology, this paper explores the mechanism of the influence of WN_ICT on job engagement. At the same time, work-related...
Proceedings Article

Constructing The "Five in One" Talent Training Mode Based on Digitalization

Yuncheng Li
The deep integration of digitalization and education is the inevitable trend of educational development. Under the influence of the digital wave, the talent training mode of higher vocational education is facing great challenges, and it is urgent to carry out the digital transformation of education....
Proceedings Article

Design and Application of Hybrid Teaching Mode of Pharmaceutical Analysis Experiment Based on SPOC and CBL

Xin Zhou
At present, more and more colleges and universities are beginning to use the innovative form of “Internet+Education” to realize the reform of teaching ideas and teaching modes, so as to further improve the teaching effect. Under this background, this paper focuses on the construction of online teaching...
Proceedings Article

Using software platform to simulate the application of case teaching method of "party role substitution" in law teaching

Wen Wen, Lei Wang, Ruirui Sun
This article aims to explore the importance of using software platforms for simulation teaching in the context of technological innovation, and point out that this new teaching model can fully leverage the advantages of multimedia technology, enhance the modernization level and diversified characteristics...
Proceedings Article

Research on the Impact of Manufacturing Digital Technology Transfer on Knowledge Flow Based on Multilayer Regression

The Mediating Effect of Digital Innovation Ecosystem

Jieru Wu, Shuo Liu, Yan Wang, Yu Liu
Manufacturing is the top priority of national development. In the context of the digital economy and knowledge economy, this paper studies the impact of digital technology transfer in the manufacturing industry on knowledge flow. Based on the panel data of 29 manufacturing industries from 2012 to 2020,...
Proceedings Article

Empirical Research on Evaluation Index System of Service Quality in Express Delivery Industry

Jie Yang
With the increasingly fierce market competition, the service quality of express delivery enterprises has become the focus of industry competition. How to effectively measure the service quality of express delivery enterprises and find the key elements to improve the service quality. By consulting a large...
Proceedings Article

The Influence of Social Emotion Representation Framework on Residents’ Water-Saving Education Project

Fangxiang Fu, Jianchi Tian, Ziyue Zhao, Zepeng Tong, Yan Sun
Citizen’s usage of water is one of important parts of urban water utilization. The problem of water shortage has been affecting the urban development in lots of regions for a long time. Therefore, it is very necessary to understand the public’s attitudes and behaviors towards water saving and to explore...
Proceedings Article

Measurement Indicators of Student Engagement and Investigation on Student Engagement in Blended Learning

Xiaoyan Zhao, Izaham Shah Ismail, Suthagar Narasuman
With the influx of technology, Blended Learning (BL) has become a new and important teaching method in colleges and universities. Digital technology in BL environment inherently affecting all aspects of the student experience. Superstar platform can increase students’ behavioural, affective(emotional)...
Proceedings Article

Research on the Brand Promotion Design of Small and Medium-Sized Enterprises in the Era of Internet Big Data——Take Decoration Design Enterprises as an Example

Tingting Tang, Dun Zhao, Ling Lin
Purpose: Relying on the Internet platform and using big data technology, small and medium-sized enterprises (SMEs) are encouraged to establish a new corporate brand operation model from the perspective of brand positioning, brand design, and brand promotion, so as to improve the effect of corporate brand...
Proceedings Article

Research on the Blended Learning Mode of Software Engineering Based on Study Master Platform

Wei Xu
Software Engineering, which is an information technology course, is to cultivate students’ comprehensive application ability in the process of software development. This article aims to study the blended learning mode of software engineering based on multimedia information technology – Study Master platform....
Proceedings Article

Research and analysis on the optimization of vocational education learning platform based on the background of artificial intelligence

Liangyan Wang, Yin Dai, Lanxi Jia
The learning platform model of vocational education is characterized by openness and sharing Openness is reflected in the fact that the learning platform is a collection of resources, absorbing various forms of high-quality resources, while providing universities and related institutions with better...