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2115 articles
Proceedings Article

Design of Radiotherapy Information System

Mengchao Liu, Jian Shi, Da Gong, Luwang Zhou, Muyao Tang, Yuntian Liu, Hong Lu
This paper aims to address the challenges faced by the Department of Radiation Therapy at Peking University Shenzhen Hospital in terms of quality control, documentation, third-party coordination, and radiation therapy workflow. Based on the principles of workflow management and personalized requirements...
Proceedings Article

An Empirical Study of PIAE Blended Learning in Cloud Classroom of College English Reading Course

Jingjing Lu
PIAE is an innovative teaching model that integrates PBL teaching model and Teaching Interaction Theory into college English reading course. This study conducted an empirical study to test the effectiveness of PIAE blended teaching based on mobile learning platform Xue Xi Tong in English reading course,...
Proceedings Article

Prediction and Analysis of China’s Non Sovereign Digital Currency Demand Based on Big Data and Artificial Intelligence

Chen Zhang
With the rapid rise of the digital economy, China, as one of the important participants in the global digital currency field, is actively exploring the development and application of non sovereign digital currencies. This article is based on big data and artificial intelligence technology, aiming to...
Proceedings Article

Historical Status and Trend Analysis of Innovation Research in China -- Based on Visualization Software Cite Space

Lijun Li
This paper reviews the introduction and development history of China′s innovation theory, uses the visualization analysis software CITE Space to study the development status and trend of China's innovation system, retrieval 315, 177 and 352 core journals in the fields of innovation management, innovation...
Proceedings Article

Research on Open Innovation Experimental Teaching of Building Environment and Energy Application Engineering

Jian Chen, Guannan Li, Donghua Liu, Chengliang Xu
The experimental teaching is an important role of talent cultivation in Building Environment and Energy Application Engineering major under the new engineering background. In order to let students enter the laboratories and improve their innovative consciousness, we should strengthen the management construction...
Proceedings Article

Analysis of Online Course Learning Data Based on Density Peak Clustering and Research on Teaching Mode

Han Guo, Rui Zhang, Xiao-Nan Fang
With the development of Zhihuishu platform, online courses have also been constructed and promoted. In this study, taking the web front-end development technology course as an example, this paper uses the Density Peak Clustering method to analyse the online learning data of students. By watching videos...
Proceedings Article

Machine Learning Regression Models to Predict Particulate Matter (PM2.5)

Koogan A. L. Letchumanan, Naveen Palanichamy
An increase in the quantity of fine particulates (PM2.5) in the air is a risk to the nation’s people since it can create uncontrolled repercussions such as the aggravation of cardiovascular disease and asthma. The issue of air pollution has lately surfaced as a critical concern in smart cities. The systematic...
Proceedings Article

Research on Teaching Mode and Evaluation System Design of Tourism Management Specialty in Local Undergraduate Colleges Based on Network Technology

Xiaonan Zhang, Lihui Qiu
With the development of computer network technology, it has brought the reform and development of college education to a new height. This article analyzes the importance of practice teaching in China’s tourism management major, and the establishment of the tourism management professional curriculum system,...
Proceedings Article

Based on Cite Space’s Visual Analysis of the Research Hotspots of Community Home Care in China

Shaofeng Wu, Suzhen Wang, Jing Li, Mengling Feng, Yao Zhu, Delin Zhang
In order to objectively grasp the research hot spots and development trends in the field of community home care, and to provide a basis for subsequent research, related literatures from 2000 to 2021 in CNKI database were retrieved. And keywords of authors’ institutions of 280 included literatures were...
Proceedings Article

Model for comparative assessment of commercial seaports in global transport and logistics infrastructure

Roman S. Marchenko, Vladimir G. Anisimov, Evgenyi G. Anisimov, Tatyana N. Saurenko
The main direction of economic development is the digitalization of business processes. It covers all sectors of the economy. The peculiarity of the current stage of digitalization is the expansion of its functional space, the universal transition from digitalization in the field of information exchange...
Proceedings Article

Web-based Kanban Tool for Project Management

Lawrence Toh Yee Sheng, Sivaguru A/L Subarmaniyan, Nur Amira Abdul Majid
The purpose of this project is to develop a web-based application that assist the end users in managing their projects. With the Kanban concept as its core, the system will provide the benefits of using a traditional Kanban board to the users through the web. This project is to provide a web-based project...
Proceedings Article

Digital Experience Design of Traditional Martial Arts in Intangible Cultural Heritage

Yingfang Zhang
It has become a consensus to protect intangible cultural heritage all over the world in the background of globalization. This article mainly discusses protection, exhibition and spread of traditional martial arts that is an intangible cultural heritage, and how to design digital experience system based...
Proceedings Article

Analysis of the Library Novelty Search Service Scheme Based on ICT Technology

Siyu Xia
With the rapid developments of fifth-generation (5G) mobile networks and Cloud computing, an increasing number of advanced information and communication technology (ICT) technologies are coming into people’s daily life. As one of the most critical sections of smart library, the research of the library...
Proceedings Article

The Impact of Entrepreneurship Policy Supply on Establishing Family Farms for University Students Returning Home

Yu He, Lichun Huang, Linghui Liu
The current study seeks to investigate the brain drain of high-quality talents, such as university students, who return home to work in agricultural construction and establish family farms. Based on previous research and theoretical analysis, the policy needs of university students returning home to...
Proceedings Article

Quantitative Analysis of the Impact of National Carbon Market on Electricity Market

Su Yang, Zheng Zhao, Wenjing Ruan, Xuanxiao Zhang, Zechen Wu
China’s electricity market and national carbon market are both under construction. The core link between the carbon market and the electricity market is price. As the carbon quota tightens and the carbon price rises, the national carbon market will affect the bidding strategy of market participants,...
Proceedings Article

Research on Green Supply Chain Optimization in Accommodation Industry Based on Stackelberg Model

Wanqing Lv, Yijie Wang, Wenjun Mu, Jianli Fan
As market competition intensifies, the importance of dual-channel supply chain in the green accommodation industry is becoming more and more prominent. The merchant model is the main operating model in the hospitality industry when implementing a dual-channel green supply chain. However, a lot of news...
Proceedings Article

Design and Implementation of College English Task-driven Network Teaching Platform Based on web Technology

Lihua Zhu
English is a tool language with high versatility, so colleges and universities have set college English as a basic public required course. However, at present, there are many problems in English teaching in colleges and universities, which not only hinder the development of English teaching, but also...
Proceedings Article

Research on the Influence of Financial Accounting Information on Investors’ Decision-Making Behavior - Based on the Perspective of Behavioral Finance

Xinyu Zhu
From the perspective of behavioral finance, this study analyzes the influence of financial accounting information on investors’ decision making. Traditional rational economics assumes that investors can rationally use information to make decisions, but behavioral finance argues that investors are often...
Proceedings Article

Problems and guide lines of logistic digitalization in trade industry

Liudmila A. Myasnikova
Digital transformation has affected all spheres of society and business. Trade industry being one of the leaders in digitalization is not an exception. The technologies of artificial intelligence, computer vision, virtual and augmented reality, predictive analytics have been widely developed. In the...
Proceedings Article

An Automated Smart Healthcare System for COVID: Safe in Post Pandemic Life

K Swetha, K M Rajesh, C G Nayana, M Keerthi Kumar, G Manjula
At the beginning of COVID-19 there is no cure or vaccine and it became more dangerous as the virus symptoms were kept concealed. The only way to get cure of this virus is self-isolation and maintain social distancing. Because of the COVID-19 rate of death and COVID-19 cases are increases day by day....
Proceedings Article

Research on the Construction of “1 + X” System for Vocational Undergraduates of Navigation Technology Major

Descriptive Analysis of Big Data Based on Enrollment, Recruitment, Examination, Supply and Demand of Chinese Seamen

Aimin Wei, Hui Wang
Under the epidemic, the shipping market gradually returned to normal after a round of rapid expansion. The seafarer education/training market is booming with the rapid expansion of the shipping market. The seafarer education and training market fluctuates with the fluctuation of the shipping market....
Proceedings Article

Application of Cluster Analysis in the Management of College Students' Mental Health Education

Yuru Sun
Through cluster analysis, the mental health of vocational college students is divided, so as to improve the scientific and targeted work.1300 vocational college students were investigated with scl-90 symptom scale and cluster analysis was carried out. According to the mental health level, the group of...
Proceedings Article

Study of Business Models and Benefits of Integrated Energy System

Xu Qian, Xiaochen Xu, Jingdong Zhu, Pengxu Dong, Yibo Li, Yongli Wang
Integrated energy systems plays an important role for improving Social Energy Efficiency and promoting the large-scale consumption of renewable energy and the Gradient utilization of energy. Integrated energy systems breaks through the technical, market and management barriers of traditional energy systems...
Proceedings Article

Exploration on the Reform Path of College Music Teaching Mode Under the Background of Internet+Education

Yantao Shi
All colleges and universities in China are constantly exploring and studying the experience of Internet teaching, hoping to improve the teaching mode, enhance the teaching efficiency and teaching results by introducing Internet technology. As an art course with high professionalism, high requirements...
Proceedings Article

Research on the Path of Smart Grid Data Assetization

Wen Chen, Jigang Zhang, Liangzheng Wu, Zeyuan Yu
With the advancement of the digital strategic transformation of power enterprise, how to efficiently use massive smart grid data to serve society and benefit enterprises has become a hot spot in industry research. By transforming data resources into effective data assets, more comprehensive analysis,...
Proceedings Article

Design and Application of Entrepreneurship Education Platform in Colleges and Universities Under the Background of Big Data

Fanmin Kong
With the gradual deepening of education informatization construction, colleges and universities should adhere to the development concept of “data-driven entrepreneurship education”, promote entrepreneurship education to achieve deep-seated changes in the underlying logic, development model and management...
Proceedings Article

Analysis of Information Technology Management Development in the Context of Population Aging --Based on Gray Prediction Algorithm

Yongsheng Lian, Wei Xu
Management science has been extended to various fields, forming an independent discipline system with a wide range of contents and complete categories, and management science has become the third category of science alongside social science and natural science. Information technology plays an important...
Proceedings Article

Digital technologies in mental health services for adolescents Under the COVID-19 Pandemic

Lechun Xiao, Ting Wang
In response to the COVID-19 outbreak, the international community has adopted a series of policies to encourage social distancing, which has increased their risk of developing psychological problems. The traditional psychological counseling model is difficult to play its due role under the quarantine...
Proceedings Article

Convolution Neural Network Models to Detect Melanoma: A Review

Naveen Palanichamy, R. Saravana Kumar, Su-Cheng Haw, Kok-Why Ng, Elham Anaam
Skin cancer is one of the most serious health issues that humans face. Dermatologists face difficulty in making a skin cancer diagnosis because many skin cancer pigments seem alike. Early detection of skin cancers like Melanoma means a better chance of survival for the patient otherwise it can be life-threatening....
Proceedings Article

Application of Energy Efficiency Supervision System Based on Internet of Things in Building Planning and Reconstruction

Benrui Gong
Nowadays, the requirement of energy saving and emission reduction for large-scale public buildings is higher. This paper presents a kind of energy efficiency monitoring system based on the Internet of Things, which has been applied to the energy saving renovation of electric, lighting and air conditioning...
Proceedings Article

Restricted Conditions During the COVID-19 Pandemic: A Study on the Correlation Between Work Environment and Work-Family Conflict

Fan Yang
At the beginning of 2020, the COVID-19 pandemic hit the world, causing numerous changes in people’s lives and working styles. Since more and more employees have to work from home, less is known about how an adequate work environment at home influences these employees’ perceptions of work and family conflicts....
Proceedings Article

Engineering of megapolis public passenger transport logistics system from the standpoint of ecosystem-based approach

Tatiana Shulzhenko, Oleg Badokin, Andrey Zhuk
Modern stage of development of public transport systems in large cities is bearing the hallmarks of bifurcational period of developing under the impact of a number of factors to which we can refer emerging of new sharing-based forms of mobility, digital platforms, sophistication and customization of...
Proceedings Article

A Study on Student-Centered Evaluation of Ideological and Political Education in Professional Curriculums

Based on AHP-Fuzzy Comprehensive Evaluation Method

Yang Jie, Chen Binyan, Zhang Tao, Shen Jun
“Ideological and Political Education in Professional Curriculums” is the current development direction of university education. The construction of standardized curriculum evaluation system is the key link and important guarantee to efficiently promoting the construction of professional courses. From...
Proceedings Article

IoT-based Child Security Monitoring System

Lai Yi Heng, Intan Farahana Binti Kamsin
Nowadays, crime rate associated with children keeps increasing due to which draws peoples’ attention regarding child safety. This research is conducted to propose a child security smart band utilizing IoT technology. Online questionnaire and semi-structured interview are methodologies used to collect...
Proceedings Article

Design and Implementation of Credit Banking System Based on Qualification Framework

Xiongping Huang, Yonghua Yang
In order to solve the problem that the learning outcomes of students and the courses of talent training program can not be effectively connected, the credit bank system is developed. The system adopts a typical three-layer system architecture layered design, using Java object-oriented programming language...
Proceedings Article

Investigating The “Crowding-Out” Effect of Religious Beliefs on Individuals’ Pro-Environmental Behaviors: A Dual-Pathway Model

Xuedong Liang, Ming Chen, Xin Zhong, Siyuan Huang, Rong Wang
This study constructs a theoretical model to explain the relationship between religious belief, environmental perception, network use and individual pro-environmental behavior. The largest comprehensive social survey data in China provides empirical support for our theoretical model. Our empirical results...
Proceedings Article

Rail Transit Operational Safety Risk Assessment Based on Improved AHP and Cloud Model

Tengfei Shi, Heng Wan, Weijie Ma, Linfeng Gan
The safety risk assessment system for urban rail transit operations has been studied to provide support and guidance for rail transit operations. Firstly, a risk assessment index system for rail transit operations is established from four levels: station train operation, station passenger capacity, station...
Proceedings Article

A Study of Computer Teaching Practices Based on Group Intelligence

Xiaodan Ma, Zhong Wang, Gangqing Fan
This paper examines the benefits of open source education, compares the applicability of various platforms, chooses Gitee as a platform to carry out practical computer teaching based on open source, and proposes an evaluation criterion for practical computer teaching based on open source in the context...
Proceedings Article

The Effect of College Students' Self-Efficacy on Post-Traumatic Growth Based on SPSS Data Analysis: The Mediating Role of Social Support

Lu Tian, Ting Wang
1185 college students were surveyed using the Self-Efficacy Scale, the Social Support Scale, and the Post-Traumatic Growth Scale. The results show that there is a significant positive correlation between self-efficacy, social support and post-traumatic growth, and the mediating effect of social support...
Proceedings Article

Research on Improving Logistics Efficiency by Digital Economy from the Perspective of High-Quality Development

Chunjuan Wang, Kaige Guo, Xiangyu Yin
Building a modern industrial system is an important focus point for promoting high-quality development. The logistics industry is an important part of the modern industrial system, and the improvement of logistics efficiency is the key to the high-quality development of the modern industrial system....
Proceedings Article

Prediction of college students’ online interaction based on MLP

Kuotai Tang, Hailing Duan, Ying He, Xiaowei Huang
Fuzhou is the capital city of Fujian Province, China. In 2018, “e-Fuzhou APP” was launched as a unified APP portal for Fuzhou citizens, with 70 functions and 184 online services, and was well received and widely used by citizens. As of January 5, 2022, the total number of users exceeded 9 million. The...
Proceedings Article

Development of an Ideological and Political Online Learning System for College English Courses Based on Python

Qiongqiong Yang, Wei Zhou, Qiang Cui
In order to promote the teaching reform of English majors in colleges and universities, the training goal of all-round development of English talents is achieved through the ideological and political teaching of online college English courses. This system uses the Python language to connect to the MySQL...
Proceedings Article

Banking on blockchain: how banks and financial institutions can implement the blockchain technology

E. Tikhomirova, A. Soia
Blockchain is used in a variety of areas. This technology is relatively young, but it has already begun to pay important role in various sectors of the economy. Today, many people talk about prospects and properties of blockchain technology, about what it is capable of and what risks and opportunities...
Proceedings Article

A Study of Factors Influencing College Students’ Engagement in Blended Learning

Fei Wang, Huali Chen
With the continuous development of information technology, college education is also in the constant process of reform and innovation. Owing to the great improvement of Internet technology, blended teaching has been rapidly developed in colleges and universities. This paper measures college students’...
Proceedings Article

Implementation of IoT in Patient Health Monitoring and Healthcare for Hospitals

Liew Yi Kent, Intan Farahana Binti Kamsin
Hospitals around the world are facing overcrowding issue especially during the Covid-19 pandemic. IoT devices can be implemented to improve the efficiency at hospitals and reduce risks of doctors getting infected. By implementing IoT, health monitoring can be done remotely, and healthcare provided to...
Proceedings Article

Research on Urban Public Safety Management Method Based on Bayesian Network

Xiao Chen, Xiaomao Wan, Wenya Wu
With the development of economy and the improvement of living standards, there are many problems in urban public safety management, and the hidden danger of fire is one of the prominent problems. Aiming at this problem, this paper uses Bayesian network to establish a prediction model of urban public...
Proceedings Article

Informational Interaction of Authorities with Business Entities and Population: the Administrative Model and Big Data Analysis

L. Bushueva., Yu. Popova
The article deals with the model of informational interaction between all subjects of the public administration system (between authorities and business entities, population and civil society) with application of new technologies for big data processing and analysis. The model includes conception, mechanisms...
Proceedings Article

Performance Analysis of OAM-Based Advanced Symbol Modulation Schemes for OFDM Over FSO System

Athirah Mohd Ramly, Angela Amphawan, Tse-Kian Neo
Previous orthogonal frequency division multiplexing over free space optics (OFDM-FSO) systems relied on signal strength, wavelength, and polarisation to multiplex data streams in order to improve signal quality and feasible connection range. Alternatively, this work leverages on orbital angular momentum...
Proceedings Article

Research on Import and Export Promotion Effect of China’s Digital Trade–An Empirical Analysis Based on Stochastic Frontier Gravity Model

Rong Zhang
As a product of rapid development and integration of intelligent technology and Internet, digital trade is very important for the development of global industrial chain, especially in COVID-19, which can enhance economic resilience and risk tolerance. The data of China, Japan, South Korea, Russia and...
Proceedings Article

A Multi-task Approach for Machine Reading Comprehension Form Named Entity Recognition Tasks

Yu Zhang, Jian Deng, Ying Ma, Jianmin Li
Named Entity Recognition (NER) is a basic NLP task that aims to provide class labels for words in free text, such as people, locations. The traditional NER task is treated as a label-sequence task, but the trend of recent jobs is to convert the NER task into a Machine Reading Comprehension (MRC) task...
Proceedings Article

Pricing Mechanism of Power Grid Data Asset

Liangzheng Wu, Wen Chen, Jigang Zhang, Peifeng Chen
As a pillar industry of the national economy, the electric power industry has a large number of high-value data. It is of great significance to study how to transform these data resources into data assets and promote efficient utilization. A scientific data asset pricing mechanism is needed to speed...
Proceedings Article

The Importance of Cloud Accounting Informatization and Software to Small and Medium-Sized Enterprises

Juan Yan
This article is in the high speed development of our country under the background of the era of big data, comb to cloud the theoretical basis of the status quo of the content of the domestic accounting, the accounting development in different periods of morphological analysis under the cloud accounting...
Proceedings Article

Exploration on the Construction of the Open Online Course of IT English

Xiaoxuan Yang
Under the guidance of OBE (Outcome-Based Education) theory, educators, colleges, and universities are paying more attention to the demands for talents of society, and the course teaching in colleges and universities is more emphasizing the actual learning results of students. This paper elaborates on...
Proceedings Article

On the application of t-distribution in the estimation of population mean interval

Bin Song
This article introduces the origin of the t distribution, the demonstration of the t distribution on small samples, the advantages of the t distribution, and the reasoning of the application of the t distribution to the estimation of the population mean. The specific application of the t distribution...
Proceedings Article

An Empirical Study with DID Model for the Impact of Lanzhou-Xinjiang HSR on Regional Economic Growth

Zhenzhen Li
By using Difference-in-differences (DID) model, this study empirically analyses the economic data of all cities in Gansu and Qinghai provinces of China from 2011–2018 to verify the impact of the opening of the Lanzhou-Xinjiang high-speed railway (Lan-Xin HSR) on the economic growth of cities along the...
Proceedings Article

Fuzzy Logic Approximation and Deep Learning Neural Network for Fish Concentration Maps

J. Mäkiö, D. Glukhov, R. Bohush, T. Hlukhava, I. Zakharava
This paper proposes an algorithm to obtain topographic maps of lakes, maps of fish concentration and a map of predator location based on the results of an intelligent sonar data processing. The algorithm is based on the following steps: input frame separation into overlapping blocks, blocks-processing...
Proceedings Article

Intelligent Human Free Sewage Alerting and Monitoring System

B D Parameshachari, Kumar M Keerthi, T R Kruthika, Aranha Melvina, R Pallavi, K S Poonam
The proposed method aims at the development of an inexpensive autonomous drainage system using Internet of Things (IoT) and without human intervention. For efficient operation of sewage system real time data, determination of the level of silt and water is very essential. More the runoff volume, with...
Proceedings Article

Research on Intelligent Service Quality Evaluation of Pharmaceutical Companies Based on Hierarchical Analysis

Jing Guan, Nan Han
From the perspective of comprehensively improving the quality of intelligent services in the pharmaceutical industry, the service quality evaluation system of pharmaceutical enterprises is constructed in order to improve customer experience. The intelligent service quality evaluation model applicable...
Proceedings Article

Application of Computer Technology in Translation Teaching

Hong Zhou
The form of English passive structure has a significant influence on its Chinese translation. Based on the self-built BTI corpus, this paper selects the previous data on the standard translation characteristics of English passive structure based on big data statistics as the reference, uses the method...
Proceedings Article

On Studying Students’ Professional Aptitude Based on the Clustering Quality Evaluation

Guiqin Duan, Yongsong Chen, Chensong Zou, Liu Feng
When solving the problems of educational research and teaching practice, it is difficult to determine the number of clusters of the clustering algorithm, and the standard for clustering quality evaluation are diverse. Aiming at these problems, a clustering analysis model of professional ability has been...
Proceedings Article

Research on Evidence-based Differentiated Instruction of NCOs

Guqing Liu, Deqiang Ding, Jinzhi Ran, Qingsong Xie, Tao Wang
There is a problem in NCOs instruction that the teaching effect is poor due to the diversity of students’ background, so differentiated instruction is introduced. It is well known that the key to successful differentiated instruction lies in sound decision making, such as reasonable grouping and appropriate...
Proceedings Article

Research on Private Data Security Model Based on Blockchain and Function Encryption

Chen Zhang
With the advent of the digital age, privacy data security has become an important research field. The private data security model based on blockchain and functional encryption is an emerging solution that combines the decentralized nature of blockchain with the security of functional encryption to protect...
Proceedings Article

Vector-Host Model of Multi-Mediated Infectious

Xinkai Xiao
There have been many outbreaks of infectious diseases in the history. Each outbreak had a great impact on public health and industrial production, which changes the progress of human history. Mathematical models can well describe the dynamic behavior of diseases. Through numerical modeling, studying...
Proceedings Article

Comparison of Word Embeddings for Sentiment Classification with Preconceived Subjectivity

Xi Jie Lee, Timothy Tzen Vun Yap, Hu Ng, Vik Tor Goh
This research looks into objectivity and subjectivity’s effects on sentiment analysis through word embeddings, namely Word2Vec, Term Frequency-Inverse Document Frequency (TF-IDF), and Bidirectional Encoder Representations from Transformers (BERT). Objectivity corpora are defined as data with a neutral...
Proceedings Article

Analysis of Mental Health Status and Social Factors of Patients with COVID-19 Based on Big Data

Shu Tang, Le Chen, Xubo Dai
Objective: To understand stress response, depression, anxiety and other mental health conditions of COVID-19 patients, social influencing factors and the correlation among them. Methods: A total of 172 patients with COVID-19 in isolation treatment were selected from 3 hospitals by SO JUMP and investigated...
Proceedings Article

Design and Implementation of a Routing Protocol Based on CPT Simulator

Taking RIP Protocol as an Example

Shuying Liu, Tao Zeng, Yan Chao
In order to effectively solve the problem of students being unable to attend laboratory classes in the classroom due to uncertain factors such as limited location of computer network experiments and the epidemic, this article uses Cisco Simulator to build a network simulation platform and introduces...
Proceedings Article

Design and Construction of Virtual Simulation Experimental Teaching Platform in Colleges and Universities Based on VR Technology

Daigen Huang
With the deepening of education informatization 2.0, the new teaching form under VR technology can fully expand the deep integration of teaching space and experimental teaching projects, form a brand-new teaching mode, and become an important measure to improve the quality and level of experimental teaching....
Proceedings Article

Development of the Employment Recommendation System based on K-Means Improved Collaborative Filtering Algorithm

Pengying Wan
With the massive expansion of higher education, the employment pressure of college graduates has increased dramatically. Meanwhile, graduates are unable to find their preferred positions from the massive and heterogeneous data, and are extremely disturbed by many irrelevant information while searching....
Proceedings Article

Virtual reality in HR management as a condition of innovative changes in a company

E. Vasilenko
The article is devoted to the study of the application of virtual reality technologies in the field of HR management as one of the conditions of innovative changes in a company. It is based on the examples of foreign companies. The article shows which problems in recruitment, onboarding and training...
Proceedings Article

Cybersecurity Awareness Among the Youngs in Malaysia by Gamification

Ng Jia Jian, Intan Farahana Binti Kamsin
Cybersecurity is getting more critical and important to the digital world nowadays. Government, military, company, and medical industry use technologies to collect and store sensitive data and information for many purposes. There are more cybercrime cases raise at the same time. The reason is that people...
Proceedings Article

Design of Multimodal English Vocabulary Acquisition Mode Based on Cloud Computing Technology

Zeng Jie
In view of the current mono and inflexible English vocabulary teaching mode, this paper proposes a multi-modal vocabulary acquisition mode based on cloud computing platform. This mode adopts B/S-based multi-layer distributed system design, and computing resources and storage space of cloud computing...
Proceedings Article

Trend of Intelligent Society Governance in the Context of Aging

Zhiying Luo
With the rapid development and wide application of modern intelligent technology, China is gradually entering an intelligent society, and intelligent social governance is becoming a new trend. At the same time, with the disappearance of demographic dividend, the aging degree of China’s population is...
Proceedings Article

Research on Risk Measurement of Carbon Markets Between China and EU

Zhanglin Li, Nailin Gong, Jing Zhang, Jin Li, Shiru Lan, Jiao Tian
This paper measures the risk of the carbon trading market, and studies the risk spillover effect between markets, which provides a theoretical reference for the policymaking of the carbon market. This paper mainly studies the risk spillover effect between Risk spillover effects between China’s carbon...
Proceedings Article

The Application of Online and Offline Hybrid Teaching Mode Based on Fanya Platfrom in English Translation Teaching

Xiaoling Cao
The emergence and development of information technology with the new scientific and technological revolution has changed people’s work, life and learning at an astonishing rate in the process of human civilization. Under the background of information age, big data plays an increasingly important role...
Proceedings Article

Digital Transformation Drivers of Russian Business

Anastasia Levina, Sofia Kalyazina, Victoria M. Iliashenko, Alissa Dubgorn
The paper is devoted to analyzing the company activities in the transition to digitalization, highlighting the main interests of key stakeholders in the digital transformation of the business, as well as the possibility of digital technologies to meet these needs. The result of the study is to create...
Proceedings Article

Optimizing User Experience Quality in High-Speed Rail Wireless Network Based on IPv6 Technology

Yunzhou Wen
This article addresses the optimization of user experience quality in high-speed rail wireless networks using IPv6 technology. It underscores the necessity for stable, high-quality wireless services for passengers and the challenges encountered, such as significant delays, high packet loss rates, and...
Proceedings Article

Current research hotspots and frontiers in cross-border e-commerce ——Based on CiteSpace visual knowledge graph data analysis

Xuan Zhang
The emergence and outbreak of the new corona-virus directly aggravated the turbulence of world trade, and had a huge impact on the global economic development for a long time. Therefore, modern advanced science and technologies such as block-chain technology, artificial intelligence, digital economy,...
Proceedings Article

Executive compensation, Over-indebtedness and Corporate environmental performance

Ying Wu
This paper presents empirical evidence on corporate governance and performance with aid of Bootstrap program. The significance of this paper lies in that the paper explores for the first time the direct mechanism of executive compensation on corporate environmental performance, and from the empirical...
Proceedings Article

Exploring the Evaluation of College Students’ Learning Effect Under SPOC Teaching Mode Based on Cluster Analysis

Yuhan Shi
SPOC (Small Private Online Course) is an online and offline blended teaching mode. Many colleges and universities have adopted this teaching mode to improve teaching quality. However, due to the particularity of teaching mode, the way of evaluating students’ learning effect under this mode needs to be...
Proceedings Article

Research on Open Learning Based on Art Education in Smart Museum

Zheqian Liu, Ying Cao
With the digital development of museums and the continuous extension of their educational functions, the Smart Museums are facing new opportunities and challenges. At the same time, there is a growing demand for open learning in society. Based on the construction and application of E-GPP-C intelligent...
Proceedings Article

Study on The Coupling and Coordinated Development of Urban Resilience and New Urbanization Level in Chengdu-Chongqing Economic Circle

Zixiao Li, Yixi Wang, Zhiyu Liu, Wenxin Zhou, Zhixuan Huang
Urban resilience is a powerful guarantee to promote high-quality urban development, and there is a strong relationship between it and the level of new urbanization. Taking a total of 16 cities in the Chengdu-Chongqing economic circle as an example, this paper constructs a comprehensive evaluation index...
Proceedings Article

Data Analysis of Middle Distance Running Strategy Based on Binary Discrete Choice Model

Tingting Zheng, Xi Yang, Shanwen Cao
Through video analysis, this paper establishes the database of the pace strategy of distance runners in the 2008–2019 World Championships and the final of the Olympic Games. Combined with the econometric binary discrete selection model, this paper analyzes the differences between the self pace strategy,...
Proceedings Article

Construction of Three-dimensional Network Teaching Resource Platform in Colleges and Universities under Big Data Technology

Yu Chen, Jing Li
At present, there is a lack of unified planning for the construction and application of online teaching resources in colleges and universities, so that online teaching resources are relatively independent and scattered, and there are problems such as difficult transmission and sharing and low application...
Proceedings Article

Reflection on the Current Curriculum Ideology and Politics in Private Undergraduate Colleges in Guangdong Province from the Perspective of Students

Shuangfeng Huang, Huan Fang, Yanting Zhang
Curriculum ideology and politics is an important path for colleges and universities to implement the measures of fostering character and civic virtue. However, over a long term, the pattern of “synergetic education” hasn’t been formed in curriculum ideology and politics. One of the reasons for this is...
Proceedings Article

Digital Technology Implementation for Smart City and Smart Port Cooperation

Igor Ilin, Carlos Jahn, Jürgen Weigell, Sofia Kalyazina
A promising direction for the development of society, especially in the conditions of the industry 4.0 paradigm, a of is the Smart City. The purpose of the Smart City is to optimize resources, monitor security, and maximize the level of services for the population. For the successful development of the...
Proceedings Article

Self- Checkout Service with RFID Technology in Supermarket

Ng Xin Jie, Intan Farahana Binti Kamsin
The self-checkout service system has appeared and has gradually become popular all over the world nowadays. The main purpose of the self-checkout service system is to save staff costs and speed up the customer’s shopping process. However, according to a number of studies, the self-checkout service system...
Proceedings Article

Data Analysis and Precision Teaching

Jianhua Zhang
This paper takes IBM SPSS as a tool and the teaching data of the Basics Computer Application course as sample. Through data sampling, data extraction, data statistics and calculation, and then using the method of comparative analysis, we get valuable data analysis results. These data analysis results...
Proceedings Article

Judicial Regulation Predicament and Countermeasure Analysis of Data-Flow Type of Underground Industry in the Era of Bigdata

Zhiyan Xie, Guangxuan Chen, Di Wu, Guangxiao Chen, Qiang Liu
At present, the structural and irreparable shortcomings of existing laws and regulations in combating and governing underground products have brought a great challenge for the law enforcement agencies. This paper takes the data traffic-threatening underground industries as example, to reveal the state...
Proceedings Article

The Architecture and Realization of PE Teaching System under Digital Informatization

Suqin Cao, Hui Wang
In recent years, data technology, multimedia technology and information technology have been widely applied in the field of education, and the field of modern education has gradually begun to develop towards flipped classroom, smart campus and other directions. Sports have also suffered in part. In this...
Proceedings Article

Smart Grid – the concept, trends and stakeholders’ analysis

Carlos Jahn, Jürgen Weigell, Alexandra Borremans, Aleksandr Lepekhin
Throughout the last century, global demand for electricity increased, resulting in a growing number of power plants and related infrastructure. Along with this, the demand for modernization and automation of electric networks has risen. Different industrial trends, such as digitalization and integration...
Proceedings Article

Study on Investment Impact Factors of Overhead Line Engineering Based on Big Data Statistics

Ming Fang, Changming Mo, Qiuyun Lu, Juntao Wei, Murong Jin
Overhead line project is one of the key points of the investment and construction of power grid enterprises. Therefore, how to effectively carry out the statistical analysis of the big data of the project cost, and further improve the scientific nature and the accuracy of the project investment estimation,...
Proceedings Article

Autoencoders with Reconstruction Error and Dimensionality Reduction for Credit Card Fraud Detection

Najmi Rosley, Gee-Kok Tong, Keng-Hoong Ng, Suraya Nurain Kalid, Kok-Chin Khor
The increase in credit card transactions has inevitably caused an increase in credit card fraud. A total of 157,688 fraud cases occurred in 2018 worldwide, causing a total loss of $24.26 billion. This paper proposes using two types of autoencoder models to detect credit card fraud. The first type uses...
Proceedings Article

An Analysis on Effects of Negative Population Growth on the Chinese Society

Shi Wang
Starting from 1990, China’s population development has been at an unprecedented turning point. Based on the data from the seventh national census in 2020, predictions concerning the country’s population structure indicate that the population aging rate is faster than expected. China will soon enter the...
Proceedings Article

The construction of engineering training information education platform based on UML modeling

Yunyi Wang, Sihan Liu, Tong Wu, Jinyan Guo
In order to construct the information engineering training practice education platform under the background of Internet + in Jilin University, this paper introduces UML modeling, carries out object-oriented analysis and design, simplifies the complexity of the experimental teaching information management...
Proceedings Article

Can Executives’ Hometown Feelings Promote Enterprises to Fulfill Their Social Responsibilities Actively?

Suikun Wang, Yuan Meng
At present, China is in the period of economic transformation, many enterprises pay too much attention to economic interests but ignore the social responsibilities that should be borne. All sectors of society are paying more and more attention to corporate social responsibility (CSR). Taking the informal...
Proceedings Article

Research on the Construction of Intelligent Risk Control Service Platform for Financial Institutions under Big Data Technology

Fan Zhang, Yuhao Liao, Ye Ding
Due to the rapid change of financial technology, Internet finance has encountered a series of risk problems while continuously optimizing financial services, and the original risk control measures of financial institutions can no longer meet the current application needs. In this regard, based on the...
Proceedings Article

Research on quality assessment method based on statistical analysis of full life cycle of power grid equipment

Ying Wang, Fangshun Xiao, Jiawei Lin, Xuemei Zhu, Meihua Zou
The quality of power grid equipment is related to the safe and stable operation of the power grid, and to a large extent determines the future operation and maintenance, maintenance, the cost. How to carry out equipment selection and supplier selection, and do a good job in equipment access, is an important...
Proceedings Article

Study on Document Measurement and Visual Analysis of Big Data Education Evaluation

Liang Yang, Xu Luo, Ao Gao
Machine learning, recommendation algorithm and other new big data technology, has become an important tool for learning analysis education evaluation. Educational evaluation is an important means to evaluate the value of educational activities, and big data technology is becoming an important part of...
Proceedings Article

Research on the Relationship Between Gender Concept and Family Business Model Based on SPSS

Hao Zhang, Luyi Liang
The application and promotion of big data technology in social science research has made it possible to explain the influence of gender concept on social activities in a deeper and more logical way. Based on the survey data of China General Social Survey (CGSS) in 2015, OLS regression model was used...
Proceedings Article

Applying Blockchain Technology in the Sphere of Payments and Financial Services

V. Nikiforova, Y. Putikhin, A. Nikiforov, A. Kovalenko, M. Kreyer
The paper is dedicated to comparative analysis of the result of using cryptocurrency based on blockchain technology in Russia and abroad. Different countries have different approaches to recognizing the cryptocurrency as a legal tender at the state and corporate levels. Thus, Japan has legalized cryptocurrencies...