Atlantis Highlights in Computer Sciences
2240 articles
Proceedings Article
Predictive Analysis of Customer Churn in Community-Supported Agriculture Based on RFM Modeling
Xiaoying Yan, Mei Yin, Renren Li
High customer turnover has been a significant challenge in China's community-supported agriculture (CSA) industry. Establishing a customer churn prediction and intervention management mechanism based on consumption data analysis is of great significance for the sustainable and healthy operation...
Proceedings Article
Application of Improved Encryption Algorithm in Information Security Protection of Cloud Computing Users
Aimin Niu
In order to prevent the user name and password from being stolen, this paper puts forward the application research of improved encryption algorithm in cloud computing user information security protection. In this paper, the privacy protection method based on face recognition mainly uses Gabor filter...
Proceedings Article
Construction of Simulation Platform for College Students’ Innovation and Entrepreneurship Courses Using Hyper-Converged Cloud Platform
Jun Zheng, Yu Bai, Wei Huang
In the era of “mass entrepreneurship and innovation”, how to improve innovation and entrepreneurship education is one of the urgent problems to be solved. Therefore, the construction of high-quality simulation platform for innovation and entrepreneurship courses is the necessary foundation, urgent need...
Proceedings Article
Development of Online Teaching System of Computer Application Basic Course Under the Background of “Internet Plus”
Juan Du
In order to strengthen the knowledge literacy and practical skills of computer majors in colleges and universities, the author of this paper has developed an online teaching system of computer application basic courses based on Web technology, conforming to the teaching reform situation of “Internet + education”....
Proceedings Article
The Influence Mechanism of Illegitimate Tasks on New Employee Turnover Intention: The Mediating Role of Organizational Identity
Rongman Gao
Illegitimate tasks proposed based on the stress-as-offence-to-self theory have gradually attracted the attention of scholars at home and abroad in recent years. Studies have found that illegitimate tasks have negative impact on employees' cognition, attitude, motivation and behavior, but the current...
Proceedings Article
Systematic Application of Commercial Encryption Technology in New Energy Network Security Protection
Bo Wu, Qi Zong, Lei Chen, Junping Zhou, Wuyi Zhang
China strives to achieve carbon peak by 2030 and carbon neutrality by 2060. The "double carbon" strategy advocates a green, environment-friendly and low-carbon lifestyle. In order to accelerate the pace of reducing carbon emissions, guide green technology innovation, and improve the global...
Proceedings Article
Technology Stock Forecasting Based on Hybrid Model and Data Migration
Yong Lu, Lumiao Hu
The forecasting of financial time series has long been recognized as a challenging and important task for both economists and computer scientists. In recent years, the integration of deep learning and artificial intelligence has significantly advanced the field of financial time series forecasting. Deep...
Proceedings Article
Research on the Teaching Method of Programming Course by Using Computational Thinking
Lei Chen, Xuebo Zhang
The programming course is an important public course for undergraduate, which mainly cultivates students’ ability to solve and analysis professional problems by using computational thinking. Taking C language programming course as example, this paper proposes the teaching method of programming course...
Proceedings Article
Digital Technologies and Complexes for Provision of Vehicular Traffic Safety
Igor Vorozheikin, Alexey Marusin, Ilya Brylev, Victoria Vinogradova
One of the most important tasks being implemented at the state level for improving safety and ecological properties of the transport domain of the country is reduction of negative influence of permanently increasing quantity of motor vehicles. On account of functioning of the transport domain, delivery...
Proceedings Article
Application and Research of Project-based Teaching in Practical Training Course of Refrigeration Equipment Selection Design
Xueying Wen, Dexia Kong, Jiaming Guo
Refrigeration equipment selection design training course is a comprehensive and concentrated practice course for energy and power engineering. The application and research of project-based teaching in the practical training course of refrigeration equipment selection design can run the engineering project...
Proceedings Article
Research on the Benefits of Government Purchasing Housekeeping Training Services Based on Evolutionary Game
Congman Wang, Hongjing Zhang, Yu Zhang
The government’s purchase of housekeeping training services is an important measure to effectively improve the quality and skills of housekeeping practitioners and promote the high-quality development of the housekeeping service industry. It is also an important means to solve people’s livelihood problems...
Proceedings Article
Analysis of Optimization Design of Art Auxiliary Course System Under WeChat Platform
Yan Xu
The development and progress of mobile communications and intelligent mobile devices affect all aspects of people’s lives, and also bring new opportunities for breakthroughs in the optimization of the art-assisted curriculum system. Art design is a course that combines theoretical study and operational...
Proceedings Article
Design and Development of an Educational Game Based on Human-Computer Interaction for Solar Terms
Haonan Jin, Hongjuan Wang
The current educational games are lacking and there are many problems. The games either lack interactive fun or are not closely related to culture itself, making them of little educational significance. This study utilized Unreal Engine 4 to design and develop an educational game about solar term culture....
Proceedings Article
Smart Assistive Activity Recognition Device for Differently Abled People Based on Machine Learning -SAARD
Jayashree Agarkhed, Lubna Tahreem
Science and Technology have made human life addictive to comfort, yet concurrently there exists an oppressed gathering of individuals who are battling for tracking down a creative way that can make their life easier for them. After concentrating and highlighting the problems faced by the differently...
Proceedings Article
Prediction of "Specialized, Fined, Peculiar and New" Enterprise Patents in Zhejiang Province Based on GM (1, 1) Model
Ciren Basang, Donghui Wang, Yunqian Lv, Xingcheng Wen, Chanti Wu
Objective
To predict the total number of patents of “specialized and Specialized, Fined, Peculiar and new” enterprises in Zhejiang province in the next five years, and to provide a reference for the Zhejiang Provincial government to implement scientific and modern management of "specialized...
Proceedings Article
Research on Low Carbon Development of Enterprises Based on Carbon Management
Xiangyu You
The current atmospheric pollution and global warming have aroused widespread concern, and have become an urgent problem in the global economic and social development. As the world carbon trading market is becoming more and more mature, China's carbon trading is also booming. Under the framework...
Proceedings Article
Improving Individual Digital Literacy in the Digital Era: From the Perspective of Learning
Qiwei Zhou, Ye Sun, Yunfeng Zhang
Digital transformation, including adoption of various digital technologies such as artificial intelligence, algorithm, information-computer technology, is prevalent in nowadays organizations. Extant research proposes that digital transformation has claimed new job demands and brought up challenges and...
Proceedings Article
Digital transformation of energy management systems on railway transport
Serk Mukhambetov, Irina Popova, Igor Danilov, Vadim Koscheyev
Digital transformation of railway transport management systems opens new opportunities allowing to improve efficiency of rail shipments being one of the main modes of transportation for various industries and for passenger transportation as well. Practical implementation of dynamic energy management...
Proceedings Article
Construction of Student Satisfaction Model for Ideological and Political Education of College Counselor
Xinnan Li
With the rapid development of information technology, AI technology is available in many fields, especially in education. The rapid integration of artificial intelligence into the education industry has brought unprecedented opportunities and challenges to the traditional ideological and political education...
Proceedings Article
Application of Machine Learning in Financial Asset Price
Zixuan Pan, Zhiqiu Wang, Junming Chu
Asset pricing is an important part of modern financial theory. How to reveal its pricing law is an important research topic in the current financial field. Starting from asset pricing, expounds the application and development of machine learning technology in asset pricing, and classify it as a machine...
Proceedings Article
Evaluation Method of High-Tech Talents Training Mechanism Based on Competency Model
Lunan Cheng, Zhi Li
In view of the difficulty of cultivating modern high-tech talents and the inaccurate evaluation of the existing training mechanism, this paper studies the evaluation method of high-tech talents training mechanism based on competency model. In this paper, the training mechanism of high-tech talents in...
Proceedings Article
An English Test Paper Grouping Method Based on Improved Gray Wolf Algorithm
Yue Wu
Aiming at the problems of slow speed, low success rate and uncontrollable quality of traditional English test paper formation method, an automatic test paper formation method based on improved Gray Wolf algorithm was proposed. Firstly, the mathematical model of automatic test paper formation is analyzed....
Proceedings Article
Design Idea of Small and Medium-sized Enterprise Network Based on Identity Authentication
Enning Yuan
With the rise of the digital era, more and more SMEs are springing up all over the country, and a network system adapted to SMEs has become an important factor affecting the development of their businesses. Therefore, more and more SMEs across China have accelerated the pace of building their own powerful...
Proceedings Article
QR Steganography for Information Hiding of Patient Record
Angkay Subramaniam, Wan-Noorshahida Mohd-Isa, Timothy Yap
In recent research studies, biosignals are used to study the behaviour of a human body function which are useful for medical diagnosis. Biosignals such as electrocardiogram (ECG) signals are used to determine the irregularities in heartbeat meanwhile electroencephalogram (EEG) signal is used to record...
Proceedings Article
Research on the Promotion Path of Part-Time Graduate Students’ Social Identity in Era of Big Data: Based on NVivo 12 Software Analysis
Boyue Su, Fang Sun, Weina Zhang
In the context of the big data era, this paper examines the current situation of part-time graduate students’ social identity with ‘situation,’ ‘emotion,’ and ‘symbolic’ dimensions derived from a model of interactive ritual chain and compares positive and negative microblog comments using the NVivo 12...
Proceedings Article
Research and Analysis on Building a Healthy Running Management System for Colleges and Universities in the Context of a Big Data Platform
Fei Wang, Huiyin Cai
In today’s rapid development of “Internet +”, big data platform is widely used in various fields of society. The physical health of college students has always been a hot issue in our country, and the decline of college students’ physical health has not been greatly improved. In this context, this paper...
Proceedings Article
Construction of Ideological and Political Network Learning System for College English Courses Based on PHP Language
Wei Zhou, Qiang Cui, Qiongqiong Yang
College English is one of the basic public courses that every college student must take. It has a large proportion of class hours and a long course. It is aimed at all students in the school. Colleges and universities add the form of ideological and political courses to this high proportion of public...
Proceedings Article
Equity Pledge, Commercial Credit and Financial Asset Allocation
Shengdao Gan, Zhongying Zhao, Xiang Liu
Since the split share structure reform in 2005, the behavior of equity pledge of listed companies in China has been increasing, which has a profound impact on the operation of listed companies. Based on the data of A-share listed companies from 2014 to 2021, and from the perspective of control right...
Proceedings Article
Optimal Design of Vocal Music Teaching Platform Based on Virtual Reality Technology
Honglu Lin
Through virtual reality technology, human-machine immersive interactive system, virtual scene, beautiful structure of music teaching is implemented, and the new concept of using virtual experience is the real technology of music teaching. To create a virtual reality system with high sensitivity and multi-dimensional...
Proceedings Article
Exploring the Influence of Intrinsic, Extrinsic, and Crowdsourced Features on Song Popularity
Sandra Angela Berjamin, Angeli Dianne Mata, Paolo Montecillo, Rafael Cabredo
Hit songs from popular music artists have been investigated to help uncover the pattern underlying the unique appeal of their tracks. Given this, intrinsic, extrinsic, and crowdsourced features have been identified as some of the necessary information in determining the popularity of a song. Each of...
Proceedings Article
New Low Carbon Power Marketing Scheme for Island Based on User Ranking
Hezhong Xu, Mingfeng Xu, Chengxuan Hui, Zeming Lv, Yong Li, Hefei Wang, Xing Sun, Yin Yuan
With the social progress, the market competition in the power industry is becoming more and more fierce. In order to improve their economic benefits and competitiveness, power enterprises implement power precision marketing from the aspects of power marketing management. In the context of the island...
Proceedings Article
Evaluation of Airport Operation Production Performance Based on Entropy Weight-VIKOR Method
Xiang Lai
The operational production status of an airport is an important factor influencing airport operational efficiency. The effective evaluation of the operational production performance of an airport has significant guiding significance for improving airport quality management and enhancing market competitiveness....
Proceedings Article
An empirical study on the effect of corporate governance on the investment effectiveness of A-share listed firms -based on the mediating effect model
Lingling Zeng, Jinyan Liang, Xinting Peng
The investment efficiency of businesses is measured using the Richardson model in this paper. Two mediating variables—financial information quality and financing constraints—are also introduced, and the mediating effect model is used to examine the effect of corporate governance on the investment efficiency...
Proceedings Article
Analysis of Factors Affecting the Willingness of Students in Vocational Colleges to Attend MOOC Micro-Specialty in the Context of Education Digitalization
Jing Zhang, Lijuan Xu, Xuanyu Li
The rapid development of education digitalization has brought opportunities for online courses, amid which micro-specialty has been promoted. “Micro-specialty” is an employment-oriented and customized professional systematic training program. It is a new stage of the development of online education in...
Proceedings Article
Mixing Automated with Non-Automated Yard Traffic in Container Terminals: a Digital Transition
Berry Gerrits, Peter Schuur, Igor Ilin, Sofia Kalyazina
This paper addresses how the transition of a (non-automated) brownfield terminal to a terminal with mixed automated and manual traffic is impacting: (i) design (e.g., terminal layout planning), (ii) operational control and (iii) digital infrastructure. We propose a (digital) transition process towards...
Proceedings Article
Modeling and Simulation of Three-Point Bending Experiment of H-Beam and Teaching Application in Higher Vocational Colleges
Meiqin Liang, Shang Wang
In view of the problem of poor quality of Material Mechanics experiment teaching, this paper puts forward a method of using simulation technology to assist teaching. In order to solve students’ learning doubts about bending deformation of H-beam, the research team established a geometric model together...
Proceedings Article
Research on the Influence of Executives’ Academic Experience on Green Innovation Based on SPSS
Zijun Tian, Tontong Wang
Implementing green innovation is an important way for enterprises to enhance their competitiveness in the context of high-quality development. This study uses the data of A-share-listed manufacturing companies from 2015–2020 as samples. SPSS software was used to conduct correlation analysis and regression...
Proceedings Article
Design and Exploration of 5E Project-based Teaching Model for Core Literacy
Xiaohong Lan, Wenjing Yao
Nowadays, imparting knowledge is only one of the purposes of teaching activities, but it is more important to cultivate well-rounded and innovative talents that meet the requirements of society through teaching activities. The traditional classroom is often a filler education, which has no obvious effect...
Proceedings Article
Mulberry Leaf Yield Prediction Using Machine Learning Techniques
K C Srikantaiah, A Deeksha
Soil nutrients are essential for the growth of healthy crops. India produces a humungous quantity of Mulberry leaves which in turn produces the raw silk. Since the climatic conditions in India is favourable, Mulberry is grown throughout the year. Majority of the farmers hardly pay attention to the nature...
Proceedings Article
Research on hotel service quality evaluation based on big data analysis
Mengxue Yu
With the development and application of digital technology, the process of digital transformation of the tourism industry continues to advance, gradually changing the way of information generation and dissemination. The online reputation of hotels has gradually become an important reference factor for...
Proceedings Article
Traceability technology: fruits and vegetables trader case study
Arsenii Shevchuk
The food industry is centralized around one major element - the consumer. The changing expectations of consumers drive the industry. The dominating advantage of purchase triggers such as price, taste and convenience during the past years started losing positions to such factors as health, safety and...
Proceedings Article
Empirical Analysis on the Influence of Social Security and Public Service on Residents’ Quality of Life Under the Background of Intelligentization
Xitao Liu, Miao Yu
Since the 20th century, modern intelligent technologies, such as big data, Internet of Things, block chain and artificial intelligence, have developed vigorously. With the help of intelligent technologies, various platforms have spread all over the industry, and the multilateral platform model and its...
Proceedings Article
Research on the Capacity Building of Supervisors for Cultivating Innovative Talents
--Analysis of Policy Texts Based on 65 “Double First-class” Universities
Yuan Zhang, Xiaoshen Cai
The team of high-quality supervisors plays a crucial role in advancing the integration of educational science and technology talents. Through LDA topic modeling and grounded theory programming coding of the central policy, the theoretical analysis framework of supervisor capacity building for innovative...
Proceedings Article
Information Design of Distance Teaching System for English Translation Course Based on Unsupervised Learning
Jing Chen
Remote learning systems are susceptible to feedback from business Slervlets, leading to abnormal operation of some functional modules. Therefore, it is necessary to design a new distance learning information system for English translation courses based on unsupervised learning. Designed FPGA chips, IDE...
Proceedings Article
Optimization Analysis of Public Policy Online Voting System Based on Data Mining Algorithm
Haisheng Hu, Dong Chen
Correct decision-making and effective implementation of public policies will bring positive results to the development of the economy and the advancement of society. Errors in decision-making or improper implementation will bring certain negative effects. In a sense, the issue of public policy is the...
Proceedings Article
Prediction of IPL Match Outcome Using Machine Learning Techniques
K C Srikantaiah, Aryan Khetan, Baibhav Kumar, Divy Tolani, Harshal Patel
India’s most popular sport is cricket and is played across all over the nation in different formats like T20, ODI, and Test. The Indian Premier League (IPL) is a national cricket match where players are drawn from regional teams of India, National Team and also from international team. Many factors like...
Proceedings Article
Moderating effects of time pressure on the relationship between perceived value, flow experience, and purchase intention in e-commerce live streaming
Xinmiao Dong, Mian Yan, Alex Pak Ki Kwok
E-commerce live streaming has become an indispensable way of consumption in contemporary life. However, the psychological change of consumers in the purchase process is complex. Therefore, it is essential to understand the mechanisms at play. This study uses structural equation modeling to explore the...
Proceedings Article
Reflections on the Application of Blockchain Technology in Geological Survey Project Management
Xiang Wei, Jianli Qian, Cheng Ma, Weiwei Cao
Blockchain is a combination of distributed data storage, smart contracts, peer-to-peer transmission, consensus mechanisms, cryptographic algorithms and other means to form an innovative technology, with decentralized, not easy to tamper, the whole trace, traceable, collective maintenance, open and transparent...
Proceedings Article
Distance Education System Design Based on VR Live Broadcasting
Mingzhu Liu
Since colleges and universities carried out the work of modern distance education, online education has become the latest in the field of higher education, but its development is the fastest. The promotion of online education is the education method of many colleges and universities for students'...
Proceedings Article
Valuing Electricity Customers of Electricity Retailers Based on Bayesian BWM-Inverse Entropy-Cloud Model
Zhili Liu, Dizhang Xie, Jun Dong, Xihao Dou, Yuzheng Jiang, Shicheng Peng
With the continuous reform of electricity market, the competition in the retail market is becoming more and more intense. How to select high quality customers will become an important issue for the development of electricity retailers. At present, the value assessment of customers by electricity retailers...
Proceedings Article
Research on the Application of Virtual Reality Technology in International Business Negotiation
Yunyun Zhao
Virtual reality technology is a computer simulation system that can create and experience virtual world. It is a frontier science and research field that integrates simulation, computer graphics and sensing technology. With the rise of the concept of “Metaverse”, it has developed very rapidly in recent...
Proceedings Article
Innovative System Architecture Design Based on Blockchain Technology
Ziwei Qian, Yayun Liu, Chi Wang
For the innovation chain, the financing problem on the innovation chain, the tracking and evaluation of the effect of government support policies, the innovation trust problem, the innovation landing problem, the intellectual property problem and the talent gathering problem have always troubled the...
Proceedings Article
Synthesis on ESG performance and green innovation Based on Quantitative Methods-Bibliometrix R Package
Jiaxin Zhang
In the context of UN Sustainable Develop Goals of 2030, the ESG performance and green innovation is an attracting field for not only scholars, but also managerial and governors. Yet few scholars have made contribution on synthesizing knowledges of this field. With assisting of R package Bibliometrix,...
Proceedings Article
A Two-Stage Classification Chatbot for Suicidal Ideation Detection
Jin Xuan Chan, Sook-Ling Chua, Lee Kien Foo
Suicide remains one of the leading causes of death globally and is a serious public health problem. Compounded by the lack of mental health professionals and lack of access to mental health services, it is difficult for people with mental health issues to seek treatment. The advancements in artificial...
Proceedings Article
Research on Military Nuclear Safety Knowledge Management Mode Based on Big Data
Biao Li, Chongzhe Shan, Ming Guo, Fei Wu
Knowledge management and nuclear safety culture are naturally linked. Many institutions and scholars have done a lot of research on nuclear safety knowledge management. However, under the condition of big data, military nuclear safety knowledge management still faces many challenges. Through literature...
Proceedings Article
Research on Environmental Protection of Promoting Urban Ecological Civilization Construction in Northeast China Through Energy Transformation
Ping Liu, Baihui Niu
To form the spatial pattern, industrial structure, production mode, and lifestyle of saving resources and protecting the environment, this paper, based on the energy transformation of Northeast government, society, and enterprises and the exploration of promoting the construction of environmental protection...
Proceedings Article
Transformation of university functions in the conditions of knowledge-digital economy
N. Vasetskaya, V. Glukhov
The subject of the research is the university in the conditions of knowledge economy. The purpose of the article is to analyze and rethink the basic functions of the university, to identify new functions of the university in the conditions of formation of modern economy. The research of the content and...
Proceedings Article
Exploration and Practice of Ideological and Political Teaching in Professional Curriculum
Taking the Course of Data Analysis Using Python as an Example
Xiaohui Guan, Zhimin Zhou
Integrating the ideological and political teaching into all courses is an important direction of education reform in colleges and universities. This paper explores a specific implementation mode how to conduct the ideological and political education in every link and aspect by optimizing course content,...
Proceedings Article
Study on the Choice of Pension Mode and Its Influencing Factors for The Rural Left-Behind Elderly
——Based on 309 Questionnaires in Hebei Province
Guiyun Jia
Using the method of questionnaire survey, on the basis of describing the group characteristics of rural left-behind elderly and the pension status quo, Logistic model was used to analyze the impact of 14 factors from three levels of individual characteristics, family characteristics and social welfare...
Proceedings Article
Graduation Thesis Topic Recommendation Based on Neural Network
Xuemei Li, Maryli F. Rosas
Undergraduate graduation design thesis is not only the goal of higher education, but also an important link. It plays an important role in training college students to carry out scientific research, basic training, and improve their ability and comprehensive quality. This paper takes the engineering...
Proceedings Article
Investigation and Empirical Analysis of Personal Information Collected by Digital Business Platforms
From the Perspective of Big Data Discriminatory Pricing (BDDP)
Huali Chen, Fei Wang
The rapid development of big data and artificial intelligence is changing the traditional economic model. By collecting a wealth of personal information from the consumer manipulated by algorithms and then using algorithmic technology to accurately profile them, digital business platforms provide greater...
Proceedings Article
A fusing Transformer and CNN on Interpretable COVID-19 Detection
Zhuohui Pan, Yujuan Chen
Although computer-aided diagnosis has become an important tool for rapid detection of lung diseases, the reliability of algorithm visualization on chest X-ray (CXR) images remains a challenge. This study explores the detection performance of a fusion model combining Transformer and CNN models. A decision...
Proceedings Article
Building Method of a BERT-Based Model for Key Information Extraction from Chemical Engineering Literature
Zhenhua Liu, Shoulong Ma
For researchers, it is essential to access various literature in order to stay up-to-date with the latest advancements and trends in scientific research. Chemical engineering literature, characterized by its diverse range, lengthy articles, complex experimental conditions, and numerous references to...
Proceedings Article
An Efficient FPGA Architecture to Automatically Detect the Condition of Orange Fruit
N Renuka, Shivaputra, MD Rudresh, L Rathod Meenakshi
Indian economy is highly dependent on agriculture and horticulture, with fruits serving as the primary source of the income. Fruit classification is a time-consuming process, and the conventional method of identifying based on naked-eye observation by experts is both time- consuming and induces eye fatigue....
Proceedings Article
Big Data Analysis and Intelligent Management of Entry-Exit Border Inspection Information
Kai Qi, Qiang Wang
Based on the status quo of entry and exit border inspection data statistics and management, analyzes its laws and characteristics, predicts its development trend, explores the use of modern information technologies such as artificial intelligence, big data, cloud computing, and improves the level of...
Proceedings Article
How to Promote Cooperation in the Case of “Voluntary Salary cut”
-Based on Repeated Game Model
Siyi Chen
In 2022, several companies in Shenzhen encouraged their employees to “voluntarily” cut their salaries to cope with the operational difficulties, which caused general anxiety among employees. In order to explore how to avoid the involution of “bidding for salary cut” and protect the overall treatment...
Proceedings Article
Research on Scratch Curriculum Ideology and Politics from the Perspective of STEAM and Maker
Lei Lei, Liu Tang, Ling Luo, Yi Deng, Ya Wu
Curriculum Ideology and Politics is a new requirement put forward by the party and the state in China, which is of great significance for cultivating high-quality talents with correct values. With the development of information technology, STEAM and Maker education have become hot spots. Because STEAM...
Proceedings Article
A Novel Hybrid Approach for Classification Problem Case Study: Heart Disease Classification
Ahmed Umer Khawaja, Yeh Ching Low
Heart disease is a major cause of death globally, with patients succumbing to death a few years of being diagnosed. This paper proposed a novel hybrid approach of Cuckoo Search Optimization – Extreme Learning Machine (CSO - ELM) to solve a classification problem. The approach was compared with established...
Proceedings Article
Research on the Development Status of Chinese University English Teachers for Professional Purposes Based on the TPACK Framework in the Context of Education Informatization Era
Feng Yan
The advent of education informatization not only provides technical support for the development of higher education in China but also offers new opportunities for the reform of foreign language teaching and the advancement of professional development for foreign language teachers. As an important component...
Proceedings Article
Design of Educational Management System for College Students Based on SaaS
Si Li
With the rapid development of science, information technology has become more mature and perfect, and has been widely used in various fields, including education, which has accelerated the pace of information development in China’s education field. The application of information technology can effectively...
Proceedings Article
Balanced Scorecard for the Digital Transformation of Global Container Shipping Lines
Svetlana Maydanova, Igor Ilin, Carlos Jahn, Ann-Kathrin Lange, Vadim Korablev
The liner container shipping industry is at a maturity stage. and companies undertake strategic changes to resolve key problems by using for example the digital transformation. The digital transformation is the process of digital technologies integration into all company business activities, requiring...
Proceedings Article
WebSnapse v3: Optimization of the Web-based Simulator of Spiking Neural P System using Matrix Representation, WebAssembly and Other Tools
Louie Gallos, Jose Lorenzo Sotto, Francis George C. Cabarle, Henry N. Adorna
Spiking Neural P systems (SN P system) are a kind of distributed and parallel computational model under membrane computing inspired by how neurons typically communicate with each other through the sending of spikes between synapses. To further study SN P systems, various dedicated simulators have been...
Proceedings Article
Reflections on Entrepreneurship Education in The Context of Information Technology: How Entrepreneurship Tutors Affect the Identification of Entrepreneurship Opportunities for College Students
Xuan Zhang, Shan Nong
With the rapid development of new technologies such as artificial intelligence and big data, the way in which higher education and entrepreneurship education are carried out has changed. As an indispensable part of entrepreneurship education, entrepreneurial mentors face an important task how to continuously...
Proceedings Article
Analysis of China's Coal Resource Safety and Enterprise Performance
Xianying Huang, Wei Li, Chunfang Wang
In 2021, 56% of China's energy consumption comes from coal resources. The supply of China's coal resources mainly meets its own domestic needs and is the basis for energy security. Using the grey incidence analysis method, it is concluded that China's GDP has a high degree of correlation...
Proceedings Article
ERP Enterprise Management Information System Based on Experimental Research
Shujin Tao, Yutao Mao
Web program is a very critical field. Firstly, the research is carried out from three aspects: system analysis, system design and system realization. Different UML patterns describe the system in detail from different angles. In the process of system analysis, based on the separation of software and...
Proceedings Article
The Google PageRank Algorithm
Jiyu He
The original purpose of Google's PageRank algorithm is to assess the significance of web pages based on their link structure. However, based on the principle of PageRank, it could be used to any network or graph in any domain, also over time it has been developed for social network analysis, link...
Proceedings Article
Enhanced Security Model for Pervasive Computing Using Machine Learning Techniques
Jayashree Agarkhed, Geetha Pawar
In recent mobile world the pervasive computing plays the vital role in data computing and communication. The pervasive computing provides the mobile environment for decentralized computational services where the user work and socializes. Pervasive computing in recent trend moves away from the desktop...
Proceedings Article
Identification and Modeling of College Students’ Loneliness from the Perspective of Big Data a Machine Learning-Based Approach
Yuexiang Liu, Huajie Sui, Luming Feng
With the advent of the era of big data, the information society inevitably intersects and integrates with everyone's life. Compared with the traditional self-statement scale for psychological measurement, big data network information has advantages such as excellent ecological validity. In this...
Proceedings Article
The Impact of Human-Machine Collaboration on Knowledge Workers’ Innovative Behavior: The Mediating Role of Autonomous Learning Willingness
Yangyang Chen, Xuli Ma, Hu Liu, Jing Chen
With the continuous development of informatization, the human-machine collaboration model has exerted a significant impact on employment in current society. Knowledge workers represent a crucial force across various industries, and the evolution of the human-machine collaboration model has also impacted...
Proceedings Article
Knowledge Map Analysis of Innovation and Entrepreneurship Education Based on Citespace
Zhipeng Ye, Yichia Lin, Peng Huang, Zuoqian Yu, Jiajia Li
This study examines the research trends in this field by comparing the number of papers published in the past 10 years in the Web of Science (WOS) and the China National Knowledge Infrastructure (CNKI) databases. The findings reveal a steady growth in research enthusiasm among domestic scholars. A total...
Proceedings Article
Social Mosaic Theory: Empirical Investigation of Re-engineering of Information System in Merger and Acquisition Performance and Efficiency
Xinyue Yang
Mergers and acquisitions could have a negative impact on the operations of the companies involved when Information Science methodologies are not properly implemented. The requirement to integrate individuals, information systems, business processes, and a wide range of information technologies across...
Proceedings Article
Integrated Logistics as a Competitive Advantage in Tourism Industry of Country
Olga Kol, Nataliia Zigern-Korn
Today competition in the field of tourism has moved from the level of countries as tourist destinations to a new level - integration associations of countries, i.e. over-macro level. The initiative of the leader of the People’s Republic of China Xi Jinping to create new Eurasian geopolitical projects...
Proceedings Article
Teaching Reform and Practice of Electrical and Electronic Technology Courses Against the Background of Emerging Engineering Education
Lijing Yan, Rong Chen, Hui Yang
Emerging engineering education is the necessary road, strategic support and leading force for building a strong education country in China. Electrical and electronic technology course as a professional foundation course plays a key role in the realization of professional talents training objectives....
Proceedings Article
Research on university information management based on graph neural network
Caiping Liang, Wumin Huang
University information management plays a vital role in the current digital age, which covers many aspects such as student information, educational administration, scientific research results and so on. However, due to the large amount of information in colleges and universities, the traditional information...
Proceedings Article
Inclusive Leadership and Workplace Deviant Behavior: The Role of Organizational Ethics climate and Moral Disengagement
Shuai Peng, Shushu Li
In order to investigate the potential relationship between inclusive leadership and workplace deviant behavior of employees, and the boundary conditions of the influence of inclusive leadership on workplace deviant behavior of employees, managers and their direct subordinates were investigated. The results...
Proceedings Article
Research Hotspots and Evolution Context of Digital Platforms Based on CiteSpace
Jianli Gao, Yang Chen, Xinqi Du
Digital technology has enabled high-quality economic development, and digital platforms have become a new engine of economic development at home and abroad. In this paper, we use the papers on “digital platforms” in the core database of the web of science as a sample, and use CiteSpace to systematically...
Proceedings Article
Prediction of Optimal Experimental Conditions for The Preparation of C4 Alkenes by Ethanol Coupling Based on Machine Learning Algorithm
Zihao Deng, Qiuliang Lin, Junjie Chen, Shixian Zhang
The paper aims to combine computers with chemical experiments, using known experimental data to predict the optimal experimental conditions for the preparation of C4 alkenes by ethanol coupling. In this paper, the known data are predicted by using four machine learning algorithms of random forest, XGBoost,...
Proceedings Article
Research on Talent Training of Information Technology Category in Secondary Vocational Schools under the Background of Digital Economy: A Case Study of Tianjin
Xiaodi Cui, Qiang Fu
The training of information technology talents needs to match the development needs of the digital economy. This article takes Tianjin as an example to explore the matching degree between the talent training of information technology category in secondary vocational schools and the development of the...
Proceedings Article
Research on the Effect of Green Fiscal and Tax Policies on Carbon Emissions - Evidence from Provincial Panel Data Models of China
Xingran Zhao, Xiaowei Deng, Yulong Wang
The issue of carbon emissions was a major problem faced by the whole world. In the process of moving along the path of low carbonization in various fields, fiscal and taxation policy was an important tool for the government to guide and support it. This paper used provincial panel data (excluding Tibet)...
Proceedings Article
A Review and Analysis of Tools Used from 2018 till 2022 in Requirements Engineering
Hooi Yumun, Zarina Che-Embi
The commonly known stages in Requirements Engineering (RE) include planning, elicitation, documentation, validation, and management. Each stage consists of multiple processes and activities between stakeholders that result in data collection and analysis. Activities and data can be collected/extracted/analysed...
Proceedings Article
Uncovering Consumer Preferences and Emerging Trends in the Sweet Cherry Market: Evidence from China
Zijian Ye
We have employed a blend of qualitative and quantitative methodologies to delve into consumer preferences and their willingness to pay (WTP) for sweet cherries. Utilizing semi-structured interviews and a discrete choice experiment, we have discerned crucial cherry attributes. Subsequently, a mixed logit...
Proceedings Article
Natural Disaster Mapping in Real-Time Using Unmanned Aerial Vehicles (Drone)
Seelam Ch Vijaya Bhaskar, S Anitha
An unmanned aerial vehicle is used in this paper to demonstrate a disaster response scheme (UAV). Once the natural disasters like flooding or major quakes occur, rapid injury evaluation and continuous data collection are critical to develop a response plan for damage mitigation on behalf of disaster....
Proceedings Article
Design and Application of Visual Evaluation Platform for Art Major
Zhuan Wang, Maofeng Li
Professional evaluation is a process in which the evaluation subject judges the value of University Majors by using feasible evaluation means according to certain purposes and standards. It is an important link in the guarantee of higher education quality monitoring and evaluation. Its three core concepts...
Proceedings Article
Research on CCUS technology development trend in China based on bibliometrics and patent analysis
Fu Ying, Ziting Li, Wenli Zhang
Carbon dioxide capture, utilization and storage (CCUS) has great emission reduction potential and is one of the important means to achieve carbon neutrality. Focusing on the development trend of CCUS technology, this paper searches the related research and patents of CCUS technology in CNKI database...
Proceedings Article
Affective Computing Research Progress and Its Implications for Education Technology: A Bibliometric Analysis Based on Web of Science via VOSviewer
Qingbo Jiang, Yong Huang
Affective Computing (AC) is a dynamic and evolving research field. This paper presents a bibliometric analysis of 1428 publications related to affective computing, extracted from the Web of Science database, using the VOSviewer software. Through an examination of the existing literature, the study investigates...
Proceedings Article
Digital Transformations in Automotive Dealer Chain – Chances and Challenges
Andrei A. Mirolyubov, Maria I. Turina, Andrei A. Tsekhanovich
In this paper the question of the processes of improving communications in the internal and external environment of dealer enterprises of the automotive industry is raised. It is important for building the more accurate consumer demand prediction for the next period. The opportunities and risks associated...
Proceedings Article
Research on LSTM-Based Industrial Added Value Prediction Under the Framework of Federated Learning
Pan Hu, Jun Qi, Jue Bo, Yu Xia, Chuan-Ming Jiao, Meng-Tong Huang
Industrial added value is an important indicator to measure the performance of the real economy. Scientifically predicting industrial added value helps the government to understand the economic situation in a timely and accurate manner, and to formulate practical and reliable economic policies. Existing...
Proceedings Article
The Impact of Business Model Innovation on The Dynamic Capabilities of Online Literature Reading Platforms
Qiuyi Sun
With the rapid development of online literature, the needs of readers are increasingly diversified, and the competition among online literature reading platforms is constantly intensifying. Facing the dynamically changing external environment, each platform can only continuously enhance its own dynamic...
Proceedings Article
Studying the Influencing Factors of Tourism Economy Among Provinces in Mainland China in the Context of Big Data Based on Spatial Econometric Analysis
Yuting Wang, Wen-Tsao Pan, Yanmei Liang, Han Lv, Wenjing Dai
At the end of 2019, the new crown epidemic spread from a local outbreak to the whole country, causing a huge impact on the tourism industry everywhere. With limited resources, in order to effectively improve the tourism industry input-output ratio, this paper uses a spatial econometric model based on...
Proceedings Article
Research and analysis of an exercise internal load system based on a big data context assessment
Chengjie Ye, Xinna Li, Jingwei Li, Jiachi Ye, Binghong Gao
Objectives
To examine how Rating of Perceived Exertion (RPE) and session RPE (sRPE) are used in Olympic combat sports. Along with the quantification of training and competition load, the application effect is explored from the perspectives of reliability and validity. Methodsː Search databases...