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2083 articles
Proceedings Article

Relations between Statistical Capacity and Trade: Evidence from the Trade between China and Countries along the “Belt and Road”

Xiaoze Shao
With the promotion of trade liberalization and the development of the Internet, more and more enterprises are doing business and investing in the countries and regions along the "Belt and Road". This paper estimated an augmented gravity model of trade that specifically includes statistical...
Proceedings Article

Research on the Construction of Network Virtual Learning Community Models in the Context of Internet+

Zhe Zhang, Youwen Zhang
This study constructs user behavior models for virtual learning communities on the Internet to provide personalized services. The method involves preprocessing user data, feature extraction, and establishing models based on user profiles and behavior sequences. Results show the decision tree model reaches...
Proceedings Article

The Influencing Mechanism of Psychological Empowerment on Learning Satisfaction and Learning Performance in Blended Learning Environment – An Empirical Analysis

Li Yu Tseng
Gen Z students are very different compared to the previous generations’ students. The traditional teaching methods can no longer meet their learning needs instead by learning through the Internet. Therefore, teachers must use the Internet to create an environment suitable for their learning. The blended...
Proceedings Article

Research on the Construction of Intelligent Public Decision-Making Model from the Perspective of Big Data

Zhen Gan, Dan Zhao
In view of the increasingly complex decision-making environment, an intelligent public decision-making model based on big data is proposed to enrich the existing public decision-making theoretical system and provide reference for public organization decision-making. Based on the normative rational research...
Proceedings Article

Earnings Management Behavior and the Stickiness of Income Tax Burden: Big Data Analysis Based on China A-share Listed Companies

Mengyuan He
This paper uses the panel data of China A-share listed companies from 2009 to 2019 to calculate the manipulable accruals and explore the impact of corporate earnings management on the stickiness of income tax burden. The empirical results show that for every 1% increase in corporate profit before tax,...
Proceedings Article

Research on the Factors Influencing the Performance of the Art College Entrance Examination Based on Artificial Intelligence Technology

Mengying Ma
The application of artificial intelligence technologies has influenced many aspects of education, including the learning style of students, the teaching of education faculty, and the administration of colleges. However, the research focusing on the art college entrance examination in China is limited,...
Proceedings Article

The Visual Significance and Reflection of Chinese Traditional Cultural Programs from the Perspective of Educational Communication

Bo-Sheng Hong, Xi Luo
In the era of visual culture, TV programs are not only entertainment, but also play the role of educational communication. This paper takes “China in Classics” as the research object, and points out the characteristics and reflective points in educational communication through a questionnaire survey...
Proceedings Article

Research on the Information Literacy Evaluation System of College Students under the Background of Smart Campus

Xi Yang, Hongbin Gu, Kongpeng Wei
In the context of smart campus construction, the enhancement of college students' information literacy has become a focus of attention in the education field. This study aims to explore the evaluation system of college students' information literacy in order to better understand and assess...
Proceedings Article

Building Project-Based Teaching Model Based on BP Neural Network Associative Learning

Yan Chen, Jun Zheng, Yalin Chen
The project-based teaching has become an effective model for training practical talents. BP neural networks learn to continuously adjust the network linkage weights and thresholds by propagating formulas to achieve minimum error control. Introducing BP neural network associative learning algorithm into...
Proceedings Article

Advance Selling in the Presence of Product Diffusion Effect and Strategic Consumers

Jingyi Zhou
Ordering and pricing are the most critical aspects of an e-commerce retailer's operations. Retailers' pricing decisions affect the demand of potential consumers in the marketplace, while appropriate order quantity decisions can help companies optimize their supply chain and logistics management,...
Proceedings Article

Predicting Growth and Trends of COVID-19 by Implementing Machine Learning Algorithms

Daniel Mago Vistro, Muhammad Shoaib Farooq, Attique Ur Rehman, Muhammad Omer Aftab
Artificial Intelligence has absolutely revolutionized the world in which we live, and with the passing of time it advances exponentially. The applications of AI are tremendous like healthcare and medical solutions, disease diagnostics, agriculture, developing security infrastructures, Autonomous vehicles,...
Proceedings Article

Development and Application of Virtual Simulation Experimental System for Mechanical Materials in VR Technology

Limin Hao
Virtual simulation experiments of material mechanical properties are of great significance for teaching and training in engineering disciplines. With the advancement of virtual reality technology, interactive virtual laboratories provide new possibilities for experiential learning. This study has developed...
Proceedings Article

Evaluation and Prediction of Urban Shrinkage in Liaoning Province Based on Grey Theory

Benzhe Ding, Dongyang Xi, Tingting Yan, Qimeng Zhao, Xiangxin Wu
In order to ensure the sustainable and stable development of cities in Liaoning Province, aiming at the problem of urban shrinkage in Liaoning Province, this paper uses entropy weight method (EWM) and analytic hierarchy process (AHP) to preliminarily determine and moderately correct the weight of each...
Proceedings Article

Construction of Big Data Health and Safety Mechanism of Second-hand Clothing under Sharing Economy

Aiqi Zhong, Chenggang Li
Through the study on the present situation of our country second-hand clothing hygiene safety problems, put forward the concrete solution and mechanism, using big digital management mode, strict control of health source, and to establish a perfect and effective government regulation system, and through...
Proceedings Article

Public Opinion Analysis About Online Teaching in the Era of Big Data: Mining and Analyzing Data from an Online Community in China

Xiaoqian Liu
Since the outbreak of the epidemic, a wide range of online teaching has had practical opportunities in China. Online teaching has also aroused extensive discussion among students, parents and public opinion. How to apply big data technology to understand the public opinion feedback on online teaching...
Proceedings Article

An Action Research of Drama-in-Education in the Course of Ancient Chinese Literary History in Application-Oriented Universities

Xi Luo, Bo-Sheng Hong
Drama-in-Education (DIE), as a method of integrating drama elements into teaching, is very advanced in the application of the course of Ancient Chinese Literary History. This paper adopts the research method of action research, takes N University as a representative case, and observes this professional...
Proceedings Article

Design and Implementation of Big Data Training Project Platform Based on Hyper-converged Architecture

Jun Zheng, Yu Bai, Wei Huang
Building high quality big data training courses is the necessary foundation and urgent need for training big data talents, and it is also an urgent task at present. In this study, hyper-converged architecture technology is used to design and implement a big data training project platform for college...
Proceedings Article

Research on Dynamic Fitting of Internet Enterprise Financial Statement Analysis Using BP Neural Network in the Era of Big Data

Interpretation from the Perspective of Profitability Model

Xiuwen Bao
The year 2021 is not only a turning year for the development of China’s internet industry, but also an eventful year. Under the situation of strong government supervision, the micro-ecology of China’s internet industry is undergoing subtle changes. Internet enterprises are completely different from manufacturing...
Proceedings Article

Does the Cross Regional Operation of City Commercial Banks Reduce the Bank's Risk-Taking

Hongmei Wen, Bin Xia
Based on the data of 67 commercial banks in China from 2010 to 2020, this paper studies the relationship between the geographical concentration of city commercial banks and their risk-taking level by establishing benchmark regression model and threshold regression model. The research finds that: first,...
Proceedings Article

Research on Evaluation of Department Decision-Making Ability Based on AHP

Xiang Li, Qi Zeng Zhang, Biao Zhao, Feng Zeng Liu
This paper evaluates the decision-making capacity of the department. By analyzing a variety of the factors that affect departmental decision-making, a departmental decision-making capability evaluation index system is constructed. Based on the AHP, a quantitative model for departmental decision-making...
Proceedings Article

Applications and Challenges of Blockchain with IoT in Food Supply Chain Management System: A Review

Daniel Mago Vistro, Muhammad Shoaib Farooq, Attique Ur Rehman, Hadiya Sultan
Food security has become the most important thing now a days. People are getting infected by food coming from unprotected sources. Many technologies have been developed for this problem but a very successful technology is blockchain due to its nature of decentralization and transparency which helps in...
Proceedings Article

Research on the Application of Big Data Technology to Tracking Audit in the Implementation of Targeted Poverty Alleviation---Taking County C as an Example

Xiaohui Sun, Yixiao Cheng
Poverty has been a crucial factor in the process of comprehensively building a well-off society. In today’s world with a significantly improved physical wealth, there is still a proportion of people on the edge of poverty. The tracking audit of governmental information in the poverty alleviation can...
Proceedings Article

The Application of Artificial Intelligence in Teacher Education in China

Shuai Yang
In recent years, the application of artificial intelligence in the field of education has become increasingly profound, injecting enormous potential into the development of teaching and learning. This trend is also evident in teacher education. In the context of China, how is artificial intelligence...
Proceedings Article

Fintech and Enterprise Digital Innovation - Evidence from Patent Text Information

Yuan Zhu
In today’s digital economy age, the principal propellant of China’s economic progression is the innovation of digital technology. This study explores China’s extent of digital innovation by reviewing the digital patents from Shanghai and Shenzhen A-share listed enterprises between 2012 and 2021. Tt investigates...
Proceedings Article

Study on Online Monitor System for Surface Quality of Rolling Rail Based on Machine Vision

Xingqiang Tan, Benwen Zhang
In view of quality control process of the heavy rail on universal rolling line, based on method of machine vision, a system can be used to monitor surface defect of hot rolled heavy rail has been developed and it’s configurations of hardware and software are introduced in this paper. This system adopted...
Proceedings Article

Blended Learning of Consecutive Interpreting Course in Chinese Context under the Framework of Daniel Gile’s Effort Model

Xi WANG
This research targets blended learning of consecutive interpreting course in Chinese context and is to testify the effectiveness and efficiency of this teaching and learning model. Daniel Gile’s Effort Model providing the theoretical foundation, the 3-year practice of blended learning in consecutive...
Proceedings Article

Construction of Virtual Studio Production System for Online Open Courses in Colleges and Universities

Jing Liang, Yumeng Xie, Jingpei Li
Under educational informatization, colleges and universities actively participate in constructing online open courses, and the construction of a digital course production system is necessary to support. This paper discusses the virtual studio production system’s design principles and construction plans...
Proceedings Article

Industrial Transformation Strategic Research of Integrating Traditional Chinese Medicine into Elderly Care Services in Hubei Province Based on Data Processing and SWOT Analysis

Ling-Shan Li, Jun Ma, Xin-Ya Li, Bo Su
Under the background of China's big health industry, the development of traditional Chinese medicine industry has ushered in a huge opportunity. The advantages of traditional Chinese medicine in the treatment of chronic diseases and geriatric diseases should be brought into play. In the era of big...
Proceedings Article

Investment Decision of Small-Scale Fishing Companies in Scotland Based on Regression Analysis Prediction Method

Tingting Yan, Long Ma, Teng Liu
Rising sea temperatures and migration of fish under the influence of global warming have affected the returns on investment for small-scale fishing companies in Scotland. Rational investment decisions for small-scale fisheries companies over the next 50 years are an effective means of avoiding losses....
Proceedings Article

Research on Service Quality Improvement of Tianmu Lake Scenic Spot Based on SERVQUAL Model

Hua Wu, Hongyan Dong
As the basic and core factor of tourism development, tourist attractions occupy an incalculable position in tourism, and the service quality of tourist attractions has gradually become a key factor affecting their own competitiveness. In this paper, based on SERVQUAL model, we study Tianmu Lake in Changzhou,...
Proceedings Article

The Risk of Artificial Intelligence Embedded in Government Governance: Mechanism, Process, Prevention and Control

Wei Wang, Yuxi Cai
As a cutting-edge technology, artificial intelligence is widely used in government governance to provide advanced technical support and guarantee. Embedding artificial intelligence technology into the government governance process can greatly improve the efficiency and level of governance. Based on the...
Proceedings Article

Path Refactoring of Chinese New Research and Development Institutes

Xinru Zhao, Peng Zhu
Chinese new Research and Development institutions are of crucial importance for innovation-driven development strategy. This research employs the Grey Model to statistically analyze the development trend of these institutes and figures out their operation modes drawing on empirical investigation from...
Proceedings Article

Research on the Application of Three Exponential Smoothing Models in Spare Parts Consumption Prediction

Jian Ren, Kun Li, Qiuhong Tan, Feng Guo
In response to the problem of large data storage capacity and limited prediction in recent years in the moving average method, this article uses three exponential smoothing methods to establish a primary exponential smoothing model, a secondary exponential smoothing model, and a tertiary exponential...
Proceedings Article

Research Hotspot and Trends of International Students' Education in China

---A Bibliometric Analysis Based on SATI and SPSS

Huichun Ning, Norazah Binti Abdul Aziz, Fang Yue, Wenxuan Ren
This article used SATI3.2 software to process 488 documents related to international students' education from China Knowledge Network Database (CNKI). The collected data was from 163 core Chinese journals, published from 2009 to 2022. By using the visualized data quantitatively, it presented the...
Proceedings Article

Evolutionary Trends and Opportunity Identification of University English Learning Patterns Based on Louvain Clustering Algorithm

Fang Xia, Xin Liu, Li Yin
This study aimed to analyze the current state of research on college English learning models and to identify opportunities in this area by analyzing evolutionary trends. At present, the demand for university English learning mode research is expanding, and the university English learning mode research...
Proceedings Article

Blockchain Technology Adoption by Malaysian Higher Education Institutes: A Perspective of Integrated Tam Model and Toe Framework

Waleed Iftikhar, Daniel Mago Vistro, Zunair Mahmood
The purpose of this research is to identify and investigate the factors that influence Blockchain technology adoption in Malaysian higher education sector. This research has proposed a theoretical framework for Blockchain technology adoption based on Integrated TAM model and TOE framework constructs....
Proceedings Article

Research on the Influence of Family Capital on College Graduates’ View of Job Selection – A Statistical Analysis Based on SPSS

Jia Liao
The employment problem of college graduates has been attracting wide attention, among which the concept of career selection is even more eye-catching. In this paper, 1,118 graduates were selected to study and analyze the career selection status of college graduates and the influence of family capital...
Proceedings Article

A Profound Analysis on the Image of “New Adam” in American Literature with Big Data Text Mining and Processing Technology Based on OCR

Zhengying Wu
In the era of big data, with the development and in-depth application of data mining and retrieval, image retrieval, cloud storage and computing, digital text research technology has begun to be applied in literature research. By analyzing and discussing the basic characteristics of big data, this paper...
Proceedings Article

A Study on The Effect of Leverage Level on The Level of Innovation Output of Enterprises: A Threshold Regression Based on The Nature of Industry and Property Rights

Shijie Ding, Tongyu Liu, Xinyue Wang
In the context of deepening supply-side structural reform, the implementation of the "deleveraging" policy may bring impact on the innovation output of enterprises, and the role of innovation for enterprises and countries is self-evident. Therefore, to explore the relationship between the two,...
Proceedings Article

An Empirical Study on Influencing Factors of China's Tax Revenue Based on Principal Component Regression Model

Lijuan Zeng, Linxin Liu
This paper analyzes the influencing factors of tax revenue from an empirical point of view, adopts the principal component analysis method to reduce the dimension and simplifies the regression model, and on this basis introduces the BP neural network method to predict the tax revenue. The empirical research...
Proceedings Article

Innovation and Application of English Online Teaching in Higher Vocational Colleges Based on ASP.NET Technology

Ting Jiang
With the rapid development of the “internet plus” era, information technology has gradually entered all fields of society, and profound and great changes have taken place, and the online English teaching mode has emerged as the times require. Therefore, the author has developed an online English teaching...
Proceedings Article

Design and Implementation of Django-based Quality Traceability System for Medicinal Dendrobium

Yonghu Chang, Shuiping Ou, Qihai Jia, Mingbo Mo, Sen Wang
Taking Dendrobium nobile as an example, a quality traceability system for the entire production process of medicinal Dendrobium was constructed. The server program of Dendrobium nobile quality traceability system is built by django, the back-end data submission and request interface of the system is...
Proceedings Article

Association between spatial spillover of government R&D subsidies and regional economic growth

Xuechun Shan, Yingmei Yang, Na Dai, Yangfan Cheng
There is a certain promotion effect of government R&D subsidies on enterprises' innovation, and this promotion effect will have certain spillover effects on other regional economies through various channels. Based on the panel data of entrepreneurial small and medium-sized enterprises (SMEs)...
Proceedings Article

Structure Recognition of Marriage and Childbirth Concept of University Students Based on Attachment Model—Case of Jilin Province, China

Zixu Hao, Siyu Guo, Rui Tang, Fang Xia
Objective The issue of marriage and childbirth is a hot topic in Chinese society at present. This paper based on attachment theory model, to explore the internal paths of the marriage and childbirth view of university students in Jilin Province, and to provide a reference for the future...
Proceedings Article

Experimental Study on Satisfaction Evaluation of Community Service Facilities for Older People Under the Background of Healthy Cities

Yinan Wang
This paper looks primarily at the assessment of satisfaction with community service facilities for seniors in healthy cities. Through a detailed literature review, twelve factors were identified which related to seniors’ satisfaction and the corresponding rating system was established accordingly. According...
Proceedings Article

How Does Digital Traceability Impact the Innovation Behavior of Food Firms Based on the Marketing Perspective?

Xinxiang Gao, Jianhua Liu, Shiran Wang, Thillai Raja Pertheban, Kim Mee Chong, Jiawen Yu
Marketing is the vital force behind business growth. Meanwhile, innovation serves as the fundamental safeguard for effective marketing strategies. And whether booming digital technology can foster and promote the innovative behavior of food enterprises has received extensive attention from a variety...
Proceedings Article

Innovative Design of Medical Big Data Platform Integrating Machine Learning and Knowledge Graph

Jun Wang, Ai-Rong Yu
With the rapid development of medical information technology, the amount of medical data continues to increase, and the data structure becomes increasingly complex. How to efficiently process and utilize this data to improve the quality and efficiency of medical services has become an important issue....
Proceedings Article

The Construction of an Educational Information Public Service Platform Based on Cloud Computing

Limin Qiao, Jinjin He
In the process of the development of education informatization in China, due to the impact of network transmission speed and server processing capacity, the education information platform has been unable to meet the learning needs of teachers and students. Education information public service platform...
Proceedings Article

Research on Risk Prediction of Modern Terrorist Attack Cooperation Event Based on Time Series

Zhiyu Chen, Chaomin Ou, Jinke Deng, Donghao Cui
In-depth study on the cooperative characteristics of modern terrorist attacks and prediction of their development trend is helpful to control risks, strengthen regional security management and improve the effectiveness of counter-terrorism. Based on the data of 192,212 terrorist attacks from 1970 to...
Proceedings Article

Research on the Application of Virtual Simulation Teaching Based on “Artificial Intelligence” Big Data

Shu Tang, Le Chen, Xubo Dai
This paper aims to explore the application effect of the virtual simulation teaching mode based on the background of “Artificial Intelligence” big data in medicine experiment class. Students from Class 1–14 of clinical medicine major in 2018 were the subjects of the survey. The 208 students with odd...
Proceedings Article

Development of Electric Wheelchair for Smart Navigation and Health Monitoring System

P Rashmi, K M Rajesh, P Rachana, M C Supriya, Abdullah Hanifa
This paper presents framework of smart wheelchair for differently abled people by incorporating many facilities in a single wheelchair at low cost. A prototype of smart electronic wheelchair is developed to help the individual move freely without any external assistance. The wheelchair can also be converted...
Proceedings Article

English Classroom Teaching Evaluation System Based on Particle Swarm Optimization Algorithm

Hui Mo, Aichun Zhang
Teaching evaluation system is complicated and affected by various factors. Teaching quality assessment is an important measure to ensure the quality of school teaching and meet the needs of society. The purpose of this paper is to design an English school evaluation system based on optimal particle swarm...
Proceedings Article

An Empirical Study on the Current Situation of College Students' Financial Fraud and Its Influencing Factors

Xuezhou Zhang, Yan Qu, Ting Zhu
With the gradual rise of the Internet financial industry, the incidence of fraud on university campus is higher and higher. This paper analyzes the current situation of financial frauds among college students on campus through the literature research method, and finds that there are problems such as...
Proceedings Article

Evaluation System of Aerospace Science and Technology Talents Based on Fuzzy Comprehensive Evaluation

Yawen Tong, Shaohong Chen, Ding Ma
Space science and technology talents are the strategic resources to win the international competition, the important force to achieve independent innovation in space, and the main force to transform space science and technology achievements. Therefore, it is very important to establish a set of evaluation...
Proceedings Article

Teaching Quality Evaluation Model of University Teachers Based on Neural Network

Bin Tang, Changbo Wang, Haibing Cai, Xiaohu Liu, Zhenyu Liu
Considering the structural characteristics and the adaptive and self-learning functions of neural networks, a teaching quality evaluation system for high-level teachers was developed using the BP neural algorithm. The system's mathematical model was established, with each evaluation index serving...
Proceedings Article

Research on Information Sharing Application of Collaborative Government Affairs System Based on Blockchain

Take Social Security Government Affairs as an Example

Shujun Chen, Jinpeng Tian
In the process of collaborative government affairs under the existing e-government environment, there are problems such as data isolation of different departments, complex inter-departmental business processing, insufficient data sharing, and difficulty for citizens to handle government affairs. In response...
Proceedings Article

A Probe into China's Cross-Border e-commerce Operation Model Under the Big Data View Domain

Huiting Ju, Hui Wang
In the e-commerce industry, the traditional e-commerce data has been eliminated and replaced by big data with 5V (volume, variety, velocity, value, veracity) characteristics. The high-speed big data can quickly judge from many aspects and a large number of valuable data, and help the e-commerce industry...
Proceedings Article

Bidirectional Transformer for Android Based Image Icon Text Generation

Chuyi Yu, Ying Ma, Jianmin Li
The image caption task is an important manifestation of the fusion of computer vision and natural language processing development in deep learning. The Image Caption task, which is an advanced kind of image comprehension, can effectively grasp image information and produce accurate and concise natural...
Proceedings Article

Research on the Impact of Fintech on the Performance of Commercial Banks

Based on Text Mining and Panel Metering

Qiao Jiang, Qianting Ma, Xiaoxing Liu, Jianing Zhang, Renjia Liu
The development of Fintech is both an opportunity and a challenge for traditional commercial banks. It systematically analyzes the theoretical basis of the impact of Fintech on the performance of commercial banks. Based on the sample data of 37 listed commercial banks from 2011 to 2020, it uses the text...
Proceedings Article

An empirical study on soybean meal period and spot market under the influence of the new crown pneumonia epidemic——Based on econometric models

Xiao Lyu, Xiaoxiao Li
Based on econometric model, this paper studies the dynamic correlation between soybean meal spot market and soybean meal spot market under the influence of Covid-19 epidemic by introducing two variables: soybean meal futures closing price and soybean meal spot price by vector autoregressive model It...
Proceedings Article

Analysis of the Teaching Effectiveness of the Flipped Classroom Model with Python

Linbo Zhang
This paper mainly explores the teaching effectiveness of the flipped classroom model in the college English listening teaching. Ninety subjects from Xi’an Mingde Institute of Technology were organized into two experiment groups and one control group so as to show a contrast between the traditional listening...
Proceedings Article

Using a Practical Methodology of Enterprise IT Strategy for Digital Success

Juan Li, Wei Xu
The success of enterprise digitalization requires the application of enterprise IT strategy methodology. Aiming at the deficiencies of traditional methodology, this paper proposes a practical methodology for enterprise IT strategy. This methodology emphasizes starting from enterprise strategy, focusing...
Proceedings Article

On the Innovation of Computer Aided Design Teaching Mode Under Multimedia Information Technology

Ting Wang, Ming Wei, Hai-bo Lu
Computer-aided design is a foundational engineering subject for electronic and information-related majors, as well as an information technology course that emphasizes both theory and practice to develop students’ computer-aided drawing theory and practical skill. The teaching team has consistently improved...
Proceedings Article

Exploration on Practical Teaching of Blockchain Technology on Ethereum Platform

Liuping Feng, Lifang Yu, Wenqiu Luo, Zhihong Dong
In order to meet the demand for blockchain talents, this paper explores the practical teaching of blockchain technology. Taking Ethereum as the platform and combining the application of blockchain technology in the field of digital copyright protection, we guide students to conduct research projects,...
Proceedings Article

Vulnerabilities in Public Key Cryptography

Mohamed Abdulla, Muhammad Ehsan Rana
Cryptography plays a vital role in securing data for IT infrastructure by enabling an adequate level of security to the business. The increased significance of security in the IT infrastructure has raised the demand for public key cryptography. Public key cryptography eliminates the primary concern in...
Proceedings Article

Application of Computer-Aided Translation in Interpretation Learning Under the New Liberal Arts Horizon

Renna Gui
In the context of the development and prosperity of economic globalization, translation, as a means of information transmission in intercultural communication, plays an increasingly important role. The translation market has an increasing demand for talents, which requires higher quality of talents....
Proceedings Article

Cointegration Approach for the Pair Trading based on the Kalman Filter

Jia Yu
The conventional pairs trading strategy of cointegration approach employs a fixed cointegration coefficient, limiting the length of the applicable trading period and negatively influencing profitability. Given these two problems, this paper proposes a pairing trading system based on the co-integration...
Proceedings Article

Teaching Quality Evaluation Method of Higher Education based on Particle Swarm Optimization Neural Network

Bin Tang, Haibing Cai, Changbo Wang, Xiaohu Liu, Fenglin Zhang
In order to address the shortcomings of traditional teaching quality evaluation systems, researchers have implemented PSO neural network technology to develop a teaching quality evaluation system for colleges and universities. This system utilizes PSO neural network technology, with teaching evaluation...
Proceedings Article

Integrating Information Technology into the Teaching of Environmental Design Majors

Meng Weng
With the advent of the information age, environmental design education in colleges and universities should also meet the objective needs of social development, and constantly seek teaching models and talent training methods that adapt to market development, so that environmental design education in my...
Proceedings Article

COVID-19 Based on Big Data Analysis Research on the Influence and Countermeasures of 5A Tourist Attractions in Jiangsu Province

Hong-ying Zhang
The sensitive vulnerability of tourism determines that it is vulnerable to natural, social, economic and other aspects. As a sudden public health event, the outbreak of COVID-19 has a serious impact on the domestic and foreign tourism industry. As the core element of tourism, scenic spot is one of the...
Proceedings Article

Research on Evaluation of Big Data Application Capability of Intelligent Manufacturing Enterprises

Zeshuang Liu, Jingyun Peng
Big data application capability is the core resource and competitiveness of intelligent manufacturing enterprises in the new era. Based on the intelligent characteristics and life cycle, this paper uses the literature measurement method to construct the evaluation index system of big data application...
Proceedings Article

The Influence of Equity International Strategic Alliance on Innovation Performance

Guzi Yang
Under the macro background of national innovation-driven development, increasing enterprises seek strategic partners in the international arena and occupy the market by establishing strategic alliances to learn technology. In the process of building alliances, companies will face numerous choices. On...
Proceedings Article

Spatial and Temporal Evolution Characteristics of A-grade Logistics Enterprises in Hubei Province

Lingfeng Zhou, Huiyuan Jiang
A-grade logistics enterprises are the carriers of the regional economy, which are important for promoting the coordinated development of the regional economy. Based on the data of A-grade logistics enterprises in Hubei Province, this paper uses nuclear density analysis, hot spot analysis, and spatial...
Proceedings Article

Design of an Intelligent Manufacturing Practice Teaching Platform Centered on Innovation Ability

Huanqing Han, Na Liu, Shaoyong Cao, Dongqin Li
This paper designs and implements a practical teaching platform for relevant majors in the field of intelligent manufacturing, focusing on the cultivation of innovation ability. With MES as the core, six major software and hardware systems were designed, including S7-1500 controller, CNC machining, intelligent...
Proceedings Article

Common Security Protocols for Wireless Networks: A Comparative Analysis

Muhammad Ehsan Rana, Mohamed Abdulla, Kuruvikulam Chandrasekaran Arun
In computer networks, security is one of the most important aspects of protecting the network from various attacks. Especially in wireless networks, security can prevent unauthorized data access and save systems from potential threats. The security protocols in the wireless networks help to achieve the...
Proceedings Article

Construction of a Smart Logistics Management Service System Under Big Data Technology

Xiaojian Xia, Shuang Ma
This paper proposes a smart logistics management system using big data analysis. The system adopts a modular, service-oriented architecture for intelligent processing of massive logistics data. Machine learning algorithms enable intelligent forecasting of logistics demand. Testing shows the system achieves...
Proceedings Article

Research on the Present Situation of Artificial Intelligence Education Application

Yan Li
[Objective/Significance] Based on the literature analysis of artificial intelligence application research, this paper discusses the integration of artificial intelligence and education, so as to promote the development of artificial intelligence application in education. [Method/Process] Based on the...
Proceedings Article

Application Research of Data Processing Software in Experimental Teaching of Concrete Foundation

Chengqin Chen, Wei Zhang, Hongjuan Wu, Wanzhi Cao
Concrete materials have complexity, variability, and random uncertainty. How to help students better grasp the changing rules of concrete properties is a problem. It is necessary to combine a variety of data processing software for analysis. In this paper, the mechanical properties of concrete were the...
Proceedings Article

Application of Campus Big Data in the Field of Student Physical and Mental Health

Yin Bai, Zhixian Zhang, Lina Tang, Kairui Yang, Ruiting Yang
This work presents an innovative application of a student physical and mental health monitoring system based on campus big data. The paper highlights the implementation of this system by China Mobile in major universities. The system incorporates emotion intelligent analysis technology using image recognition,...
Proceedings Article

Development of Archives Management System for University Ideological and Political Practice Activities Based on Computer System

Peng Shao, Junjie Guo
University ideological and political education needs to be based on practical activities. Students are able to translate theoretical knowledge into practical actions in practical activities. In order to be able to supervise and record students' ideological and political activities, this research...
Proceedings Article

An IPFS Privacy Storage Sharing Scheme Based on SM4 Algorithm

Jiazhen Song, Yutong Li, Haori Lu, Jingrong Wang, Peng Nie
Nowadays, based on the characteristics of immutability and decentralization, IPFS as a distributed file system is applied in more and more scenarios. However, the storage mode of IPFS is designed for all Internet users and is open. Therefore, the protection of personal privacy data stored on IPFS and...
Proceedings Article

Impacts of Cross-border Capital Flow on China’s Commercial Banks’ Soundness Based on GMM of Dynamic Panel System

Xiulan Chen, Zhaomin Zou
The paper measured the soundness of Chinese commercial banks based on data from 2006Q1 to 2016Q3 through building index system, and built the economic model by utilizing GMM system to demonstrate the impact and mechanism of cross-border capital flows on banks’ soundness. The results show that the banking...
Proceedings Article

Digital Transformation in Vocational Education: Challenges, Strategies, and an Experimental Proposal

Yanping Zhu, Haiwei Zuo, Yun Chen
In our rapidly evolving society, the digital revolution has significantly restructured every sector, with education being no exception. This discourse delves into the digital transformation impacting vocational education, identifying inherent challenges, proposing strategic solutions, and introducing...
Proceedings Article

A bibliometric visualisation of CNKI-based visual metaphor studies

Dinghui Ma
To conduct a visual analysis of the literature related to visual metaphor research and to analyze the research status and development changes of visual metaphor research in China in the past 23 years. Using bibliometric methods and CiteSpace software to map the knowledge of 408 pieces of visual metaphor-related...
Proceedings Article

Automated Academic Assignment Submission and Management System: Proposed Design Using Agile Methodology

Muhammad Ehsan Rana, Zailan Arabee, Darshini Amathlingam
Academic assignment submission and management is a complex process that involves sub-processes, including collecting, date-stamping, safe-keeping, marking, collation of results and feedback to students. Nevertheless, this concept needs to be implemented with the emerging trends of automating business...
Proceedings Article

Early Warning Method of Credit Risk of Agricultural Enterprises in Guizhou Province Based on AHP

Manxue Zhang, Ni Li, Chang Zhang
As the basic industry and traditional industry of the national economy, agriculture plays an extremely important role in economic development, especially in today’s global food shortage and frequent natural disasters. The supporting position of agriculture is becoming more and more important. Agricultural...
Proceedings Article

A Study on Risk Management of German Covid-19 Vaccine Supply Chain Based on Interval-Valued Intuitionistic Fuzzy Set Theory

Jiayi Qu
In this paper, by studying the impact of the new coronavirus pneumonia on each link of the vaccine supply chain, a risk assessment index system for the vaccine supply chain under the new coronavirus pneumonia is constructed, and the risk assessment method based on interval intuition fuzzy set theory...
Proceedings Article

Data Mining for State Evaluation and Analysis of Thermal Power Generators

Xuanzong Zhao, Guangyu Yang, Wenlin Yang, Xiaozhong Chen, Sen Wang
At this stage, with the progress of industrial science, my country's thermal power units are constantly supplementing the shortcomings, the total installed capacity has increased, and some power plants that have been eliminated by the times and are not conducive to environmentally friendly development...
Proceedings Article

Research on the Psychological Behaviors of Undergraduates During the Covid-19 Pandemic Through Data Analysis

Yun Liu
Data analysis refers to analyzing the collected mass data through proper statistical analysis methods, meanwhile summarizing, comprehending and digesting it to exploit its functions to the largest extent, so as to give play to its effect. Data analysis is a process in which data is researched and summarized...
Proceedings Article

On the Ethical Dilemma and Countermeasures of Algorithmic Recommended News

Caixia Zhang
In the era of big data, algorithm technology is widely used in the field of news dissemination, which has promoted the reform and development of journalism. However, algorithm recommendation, as the main form of news distribution, is also facing controversy in the development process. On the one hand,...
Proceedings Article

Research and Application of Virtual Reality Techniques in the Field of Education: A Bibliometric Analysis Based on Web of Science via VOSviewer

Long Liang, Zhirong Yang
Virtual reality technology in education is a vibrant research field. This study employs VOSviewer software to conduct a bibliometric analysis of 1595 relevant publications in the Web of Science database. By analyzing the existing literature, this study examines the quantity of publications, research...
Proceedings Article

Intermediary Organization Marketization, Corporate Governance, and Financing Efficiency

Ping Yu, Jiarui Zhang, Xiaoling Huang
Based on the non-financial companies listed in Chinese A-share market from 2016 to 2020, this paper empirically analyzes the impact of intermediary organization marketization on financing efficiency, and utilizes corporate governance as an intermediary variable to test the underlying mechanisms. By using...
Proceedings Article

An Analysis on the Evolution Path and Hot Topics of Frugal Innovation—Visual Analysis Based on Citespace

Xiaoyu Qu, Dan Wang
Using CiteSpace software, 360 papers from CNKI in the field of frugal innovation are used to perform quantitative analysis and draw a visual map. The research shows that the number of published papers in this field is in good shape, which can be roughly divided into three stages; the research force is...
Proceedings Article

Research on Teaching Reform of Machine Vision Course in Application-Oriented University

Sai Li, Guolin Zhai
In the context of Industry 4.0, it is increasingly necessary to carry out undergraduate teaching of machine vision. Combined with the characteristics of this course and the characteristics of the intelligent manufacturing specialty in the application-oriented undergraduate colleges, the problems faced...
Proceedings Article

Blended Equipment Operation Teaching Based on Smart Teaching Platform

Lixiang Qin, Jing Yang, Quan Gan, Hongkai Wang, Changyao Chen
Colleges and universities serve as the primary hubs for nurturing skilled professionals, and the equipment operation course plays a crucial role in their training. Therefore,it is very important to explore the teaching method of the new equipment operation course. With the rapid development of artificial...
Proceedings Article

The Evaluation of Economic Management in the Field of Cross-border E-commerce

Jia Su, Lijing Zha, Yan Zhang, Xuanchen Liu, Shiduo Liu
In this paper, seven listed cross-border e-commerce companies are selected as samples to build the economic management evaluation index system, which consists of four aspects, profitability, solvency, operating ability and growth ability. Furthermore, analytic hierarchy process (AHP) is used to evaluate...
Proceedings Article

Face Recognition Technology Risks and Regulatory Issues

Yuying Bao, Zhenyuan Du
Face recognition technology has the characteristics of convenient attributes, no compulsion, no contact, etc.. Due to the defects of face recognition Algorithms, the similarity of face features, and the risks of unauthorized access and circumvention of authentication caused by face synthesis, which brings...
Proceedings Article

Implementation of ICP Slam Algorithm on Fire Bird V for Mapping of an Indoor Environment

S I Arpitha Shankar, M. Shivakumar, K.R Prakash
Mapping and Exploration are the fundamental tasks in many mobile robotic applications such as warehouse management, search and rescue operations in disaster scenarios, service robotics, patrolling and autonomous driving. Single robots are employed in the above-said tasks to model the environment accurately...
Proceedings Article

Customer Satisfaction Evaluation Method Based on Fuzzy Hierarchy Analysis

Xiangna Li, Fang Xu, Zhaojun Yuan, Zhenxiang Pan, Bin Ma, Feifei Lv, Tao Zhang
Facing the problem of low rate of change of customer satisfaction evaluation methods, a customer satisfaction evaluation method based on fuzzy hierarchical analysis is designed. Optimising the customer relationship management structure, promoting the transformation of customers from willingness to behaviour,...
Proceedings Article

Study on the Application of Big Data on the Development of Cultural and Creative Industries

Ye Bei
In recent years, the vigorous development of the cultural and creative industries reflects the importance that the country attaches to the important role of cultural and creative industries in economic transformation. With the rapid development of information technology, cloud computing. Internet of...