Atlantis Highlights in Computer Sciences
1888 articles
Proceedings Article
Model of digital transformation of the value chain manufacturing enterprise
Irina Brusakova, Dmitrij Shurgaev, Hamid Fattahov
The article presents the model of digital transformation of a value chain for manufacturing enterprise. The authors analyze terms of use of the digital twin of a full cycle of value creation for manufacturing enterprise
Proceedings Article
Modeling of the Bond Issue Parameters for the Capital Structure Optimization
Yulia V. Semernina, Kristina A. Odinokova, Ekaterina A. Nesterenko, Eugene A. Korobov, Alina S. Usmanova
The article proposes a computational model with eight-step algorithm for usage bond issuance as a systematic instrument to finance corporate assets by optimal capital structure. The crucial model points are methodologically accurate calculation of the average credit spread accounting the difference in...
Proceedings Article
Identifying the Strength of Emotions in Relation with the Topic of Text Using Word Space
Anatoly Beltiukov, Mohsin Manshad Abbasi
Emotion analysis from text is a topic of growing interest over recent years. It is because of the growth and availability of internet. The emotion analysis from text and the strength of the emotions in text plays an important role in understanding and predicting the future events. In this paper, we are...
Proceedings Article
ML Based Smart Energy Meter Observing & Bill Supervision Using Raspberry Pi
V. Amala Rani, T. Thaj Mary Delsy, D. Marshiana, N. Praveen, P. Kartheek
Nowadays the power consumption is increasing unknowingly in our houses and Some faulty devices will consume more energy than what it is taken. So, to overcome those defects a system is being proposed that will provide the information about the power consumption and faulty loads by the system and also,...
Proceedings Article
Peer-Review Statements
Zehui Zhan, Ding Zhou, Honglin Wu
All of the articles in this proceedings volume have been presented at the 2022 2nd International Conference on Education, Information Management and Service Science (EIMSS 2022) during July 22–24, 2022 in Changsha, China. These articles have been peer reviewed by the members of the [Scientific Committees...
Proceedings Article
Peer-Review Statements
Adeel Luqman, Hongbo Li, Ghaffar Ali
All of the articles in this proceedings volume have been presented at the 2022 2nd International Conference on Public Management and Intelligent Society (PMIS 2022) during March 18–20, 2022 in Xishuangbanna, China. These articles have been peer reviewed by the members of the [Scientific Committees and...
Proceedings Article
Peer-Review Statements
Su-Cheng Haw
All of the articles in this proceedings volume have been presented at the International Conference on Computer, Information Technology and Intelligent Computing 2022 (CITIC 2022) during 25th–27th July 2022 in Multimedia University, Cyberjaya, Malaysia (online).
Proceedings Article
Peer-Review Statements
Bob Fox, Chuan Zhao, Marcus T. Anthony
All of the articles in this proceedings volume have been presented at the 2022 3rd International Conference on Artificial Intelligence and Education (ICAIE 2022) during June 24-26, 2022 in Chengdu, China. These articles have been peer reviewed by the members of the [Scientific Committees and reviewers]...
Proceedings Article
Peer-Review Statements
Zehui Zhan, Bin Zou, William Yeoh
All of the articles in this proceedings volume have been presented at the 2022 3rd International Conference on Big Data and Informatization Education (ICBDIE 2022) during April 08–10, 2022 in Beijing, China. These articles have been peer reviewed by the members of the [Scientific Committees and reviewers]...
Proceedings Article
Peer-Review Statements
Syed Abdul Rehman Khan, Noor Zaman Jhanjhi, Hongbo Li
All of the articles in this proceedings volume have been presented at the 2022 2nd International Conference on Management Science and Software Engineering (ICMSSE 2022) during July 15-17, 2022 in Chongqing, China. These articles have been peer reviewed by the members of the [Scientific Committees and...
Proceedings Article
Peer-Review Statements
Víctor Fernández-Viagas Escudero, Bijay Kumar Kandel, Changiz Valmohammadi, Hrushikesh Mallick
All of the articles in this proceedings volume have been presented at 2nd International Conference on Business Administration and Data Science (BADS 2022) during October 28-30, 2022 in Kashgar, Xinjiang, China. These articles have been peer reviewed by the members of the [Scientific Committees and reviewers]...
Proceedings Article
Peer-Review Statement
Jerome Yen, Mohammad Zoynul Abedin, Wan Azman Saini Bin Wan Ngah
Proceedings Article
Peer-Review Statements
Guiyun Guan, Christian Kahl, Bootheina Majoul, Deepanjali Mishra
All of the articles in this proceedings volume have been presented at 3rd International Conference on Education, Information Management and Service Science (EIMSS 2023) during July 21-23, 2023 in Qingdao, China. These articles have been peer reviewed by the members of the [Scientific Committees and reviewers]...
Proceedings Article
Peer-Review Statements
Fang Huang, Zehui Zhan, Intakhab Alam Khan, Mehmet Cüneyt Birkök
Proceedings Article
Designing User Interface for an Elderly-Muslim-Friendly Mobile Application
Abg-Nazmi-Syahirul Abg-Jasmani, Zarina Che-Embi, Aziah Ali, Noramiza Hashim, Shahbe M-Desa
There are many mobile applications that are used in the daily lives of Muslims to fulfill their obligations and Islamic lifestyle. However, the user interface of most of these mobile applications has been found to have certain issues with elderly users, in other words, not elderly-friendly. The usability...
Proceedings Article
The Application of Huffman Coding Thinking in the Selection of Vocational Education Skills Competition
Jinghua Si
Vocational education in the new era is gradually entering a stage of high-quality development. The social influence of skill competitions is growing, and it has become a bright brand of national vocational education. The skills competition has a guiding, benchmarking and catalytic effect on vocational...
Proceedings Article
Technological Lock-in and Enterprise Breakthrough Innovation
——the Moderating Role of Innovation Inertia and Intellectual Property Protection
Yiting Hu, Tianran Wang, Hailan Sa
Based on the patent application panel data from Chinese listed companies involved in 28 industrial industries from 2009 to 2017, this paper examines the impact of technological lock-in on enterprise breakthrough innovation, as well as the moderating role of innovation inertia and intellectual property...
Proceedings Article
Research on The Construction of Statistical Index System for The Evaluation of Emergency Management Ability of Public Emergencies In Colleges and Universities Based on Factor Model
Yu Dong, Jiahu Wei
At present, colleges and universities are facing more and more public emergencies, and the ability of emergency management needs to be improved. Only by strengthening their own emergency management technology can colleges and universities further improve their emergency management ability and reduce...
Proceedings Article
Analysis on Relationship Between Economic Growth, Public Health, and Medical Service Level in China Based on One-Dimension Regression Model
Junhao Yan
This paper provides an empirical analysis of the linear relationship between economical condition of China, the health care industry, and public health conditions. These co-relationships are important since they can predict the future spending on medical health industry for China and people’s health...
Proceedings Article
Statistical Study on Mortality in China
Yiyou Fan
With the recently released data of China’s Population Statistics Yearbook 2020, this paper conducts a statistical analysis of the general situation of Mortality in China. By using RStudio to clean up the data formats and dive deeper into all data points regarding mortality rates, the paper examines the...
Proceedings Article
Big Data: Quasi-public Goods Correlating with National Security and Social Stability
Yunlong Zhang, Jiangbo Wang, Yue Liu, Wuji Yan
In the Internet era, data is occupying an increasingly important position, and some important data may even affect the country. More and more people demand that big data correlating with national security and social stability be treated as public goods which hold the characteristics of non-excludable...
Proceedings Article
A Study on the Cultivation of English Translators of Chinese Classics Based on Corpus and Simulated Language Environment
Xiuli Qu
With the development of information technology, the emergence of corpus and simulated language environment provides possible conditions for the training of translation talents. Corpus is an innovative teaching tool as well as an effective learning strategy. It is not only a supplement to the traditional...
Proceedings Article
Investment Portfolio Establishment
Based on Mean, Variance and Sharpe Ratio
Han Yang, Jiachen Li, Rong Shi, Mancang Gu
The objective of this article is to reveal the evolution of the investment portfolio establishment approach. The evolution from the diversification effect, whose primary goal is to minimize risk, to the use of the Markowitz model to find the portfolio with the highest return per risk, to finally taking...
Proceedings Article
Influencing Factors and Improvement Paths for College Students’ Sense of Acquisition of Ideological and Political Theory Courses
Yuanyuan Xu, Li Tao
Taking students from five colleges and universities in the city of Wuhu, Anhui Province China as the research object, 500 participants were selected by stratified random sampling method to obtain relevant data on the sense of obtaining ideological and political theory courses of college students. The...
Proceedings Article
Research on the application key technology of AR technology in power simulation training
Chao Wen, Xiaobo Qiu, Yifeng Zhao, Jiaheng Zou, Qi Zheng, Xiao Liang, Xiaoyu Zhang
AR virtual simulation technology is a comprehensive technology that integrates into multiple disciplines. It uses special intelligent equipment and computers as tools to dynamically analyze actual assumptions with the help of system models. Combining virtual simulation technology with power skills training...
Proceedings Article
Research on Influencing Factors of College Evaluation Results Based on Machine Learning Model
Guorui Zhao, Tingting Tian, Qiwen Li, Shuosa Zeng
This paper introduces the machine learning model into the research of determining the factors on college evaluations. Taking the “double-high colleges” of the Ministry of Education as a research case, compared with support vector machines, decision trees and other models, Lasso-Logistic can more efficiently...
Proceedings Article
Computerized monitoring of students’ psychological profile
Nikolai Pavlov, Tatyana Nikonova
This paper describes the usage of computerized procedure for monitoring students’ propensity for entrepreneurship. The procedure is based on the method of choosing the best statements for psychological testing. A set of statements concerning entrepreneurial ability has been collected from various sources,...
Proceedings Article
The Calculation of the Sales Volumes Flow Based on the Game-Theoretic Model
Vladimir V. Abramov, Ekaterina Ju. Liskina, Sergey S. Mamonov, Stanislav V. Vidov
In this article, we have developed a formal decision-making model for an enterprise to market a single product in the future. The model is built in the form of an antagonistic two-person game. The payoff function is the profit of the enterprise. We took into account the limitedness of the target segment...
Proceedings Article
Processing of Biomedical Data with Machine Learning
Marat Bogdanov, Dajan Nasyrov, Irina Dumchikova, Artur Samigullin
The paper is about processing of biomedical data. It were used 13 methods of machine learning (Naive Bayes classifier for multivariate Bernoulli models, A decision tree classifier, An extremely randomized tree classifier, Classifier implementing the k nearest neighbors vote, Linear Discriminant Analysis,...
Proceedings Article
More Accurate Organ Recipient Identification Using Survey Informatics of New Age Technologies
Benita Jose Chalissery, V. Asha, B. Meenakshi Sundaram
Organ transplantation is a miraculous achievement for most of the end-stage diseases caused due to organ failure. Providing the organ to the most accurate recipient is always a challenge. The survival prediction of the recipient based on various health and environmental/infrastructural data (e.g.: live...
Proceedings Article
Design and Practice of Blended Teaching in Smart Classroom Environment
Ling Feng, Xia Wang, Fang Li, Xiqiang Duan
Online and offline blended teaching is the mainstream teaching mode of current classroom teaching. The emergence and application of smart classroom has injected new vitality into blended teaching, which is more convenient for the implementation of blended learning Teaching and the collection and analysis...
Proceedings Article
The Potential of Human Capital`s Development in Russia in the Digital Age
Natalia Alekseeva, Natalia Antoshkova, Viktor Vasilenok
In connection with the forecasted purposes of the digital economy`s development in Russia, as well as investments in the human resources` development for digital economy, there is an actual question how much the digitalization of the society and business can increase the efficiency of the human capital`s...
Proceedings Article
Research on Local Government Data Security Management in the Big Data Era
Hua Rui
Data Security is an inevitable problem in the process of data exploitation. The traditional "system-centered" management philosophy and mode have been unable to meet the needs of data in the circulation. Therefore, it is urgent to explore the status quo and mode of data security management...
Proceedings Article
Internet+ Thinking Innovation Path of Extracurricular Sports Activities in Colleges and Universities - Wuhan Business University as an Example
Di Zhang
In today's world of constantly developing technology, information technology has penetrated into all areas of society, and China has in fact entered the era of information technology. Premier Li Keqiang has repeatedly mentioned the great role of Internet+ in boosting different industries in recent...
Proceedings Article
Construction of “Four in One” Online Course Teaching Quality Assurance Model Based on Analytic Hierarchy Process
Aiqin Wang, Qingyuan Yuan
This paper first analyzes the current situation of online courses by using descriptive statistical analysis method of SPSS statistical software, and points out the main problems existing in the guarantee of the teaching quality of online courses. Finally, using the analytic hierarchy process, this paper...
Proceedings Article
Simulation of the Structure of Bond Issuer’s Obligations Fulfillment: A Case of Sub-Federal Bonds
Yulia V. Semernina, Alla V. Yakunina, Elena A. Ermakova, Sergey V. Yakunin, Elena V. Zhegalova, Eugene A. Korobov
Depreciable bonds issues can significantly expand the issuers’ abilities to manage public debt. The purpose of the study is to suggest possible options for a model for fulfilling obligations by issuers of depreciable sub-federal bonds. The study was conducted using a discrete grouping constructed according...
Proceedings Article
Research on Delayed Evacuation Strategies of University Teaching Buildings Under Epidemic
Yun Lu, Daoliang Zhao, Hu Zhou, Lei Shi, Cong Geng, Huimin Cui
In order to study the impact of delayed evacuation strategies on the evacuation of university teaching buildings under the epidemic situation, this paper selects a university teaching building F area to carry out personnel evacuation experiments and uses software to build an evacuation simulation simulation...
Proceedings Article
Application of DNA Molecular Model Printed by 3D Printing Technology in Biology Class of Senior High School
Xin Feng, Liying Cheng, Jimin Chen, Yong Zeng
Under the background of the new era, in order to improve the quality of senior high school biology curriculum education, biology teachers need to explore more effective teaching strategies of senior high school. 3D printing technology, which has been given a “Digital Revolution” background, has entered...
Proceedings Article
Application Research of Online and Offline Mixed Teaching Mode Based on Mobile Education Platform in Higher Vocational English Teaching
Li Li
He improvement of scientific information technology promotes the formation of new education and teaching models. It is of great significance to realize online interaction and offline communication in higher vocational English teaching, which can quickly solve practical problems of students’ learning....
Proceedings Article
Identifying trends in the development of marketing in the digital age
Natalia Alekseeva, Olga Stroganova, Viktor Vasilenok
Digital marketing has enormous potential to transform today's organizations and society as a whole fundamentally. The question of current interest is in what field the greatest changes will be achieved in the near future. An attempt to find the answer to the previously mentioned question is presented...
Proceedings Article
Impacts of Different Factors of G20 Countries on the Covid-19 Vaccine Rates Based on Empirical Analysis
Yihan Lei
COVID-19 vaccine is critical to terminate the global pandemic. Intended to examine the impacts of various factors of a country on its COVID-19 vaccine rate, a data set of new cases per day, hospital beds per person, GDP, population density, and stringency index is collected. We do correlation analysis...
Proceedings Article
To Explore the Relationship Between Purchase Intentions and Covid-19 Pandemic by Linear Regression on SPSS
NanJing Wang
The Covid-19 pandemic has brought various negative influences to people’s life since 2020. However, does the covid-19 have a positive impact on people’s lives? More people are trying to live better, therefore, an increasing number of people are willing to buy organic products. Thus, the paper conducted...
Proceedings Article
The Convergence of Deep Learning and Computer Vision: Smart City Applications and Research Challenges
Deep Kothadiya, Aayushi Chaudhari, Ruchita Macwan, Krishna Patel, Chintan Bhatt
In recent years, deep learning strategies started to outshine traditional machine learning methods in a few fields, with Computer Vision being one of the most noticeable ones. The Computer Vision is becoming more suitable nowadays at identifying patterns from images than the human visual cognitive system....
Proceedings Article
Comparison of Machine Learning Models for IoT Malware Classification
Piragash Maran, Timothy Tzen Vun Yap, Ji Jian Chin, Hu Ng, Vik Tor Goh, Thiam Yong Kuek
The Internet of Things (IoT) is a system where devices and sensors are interconnected to improve accuracy, efficiency, precision and consistency. It is being developed rapidly as more people are aware of this system. From farmers, all the way to the automotive engineers are all benefiting from the usage...
Proceedings Article
Comparison of International Chinese Education development between Shaanxi Province and Heilongjiang Province
Yumeng WAN
Under the Belt and Road construction, the development of Confucius College is in full swing. As the starting point of the Belt and Road, Shaanxi has not played its due advantage of location, and the situation of "distant relatives are better than close neighbors" has emerged. With the degree...
Proceedings Article
Big Data-Based Research and Countermeasures of College Students’ Negative Emotions
Yun Liu, Tingshao Zhu
As big data is leaping forward, it has aroused the attention of all walks of life over the past few years. The psychological behavior based on network big data has aroused an increasing concern and has been more extensively affirmed, which acts as a novel way for humans to explore the law of psychological...
Proceedings Article
A Mathematical Statistics Analysis on Structural Deleveraging and Corporate Risk-Taking—Based on Data of China’s Non-financial Enterprises
Juan Wang
Affected by deleveraging policies, bank loans and business credit vary widely among enterprises with distinctive characteristics. The fluctuating deleverage ratio affects enterprises’ investment behaviors, which in turn influences their risktaking. This paper takes 2012-2019 listed companies as research...
Proceedings Article
Level of integration of the digital transformation of the supply chain in Moroccan companies
Heddoun Asmae, Benrezzouq Rhizlane
Successful digital transformation requires a holistic approach to the partners as a whole – from suppliers of raw materials to manufacturers and distributors to logistics and transport service providers. in this context that our research is based, it is to explore the level of integration of the digital...
Proceedings Article
The Principles of Forming of the Mathematical Model of Nanoelectronic Components of Quantum Computer Systems with Memresistance Branches
Andrei Bondarev, Vladimir Efanov
The element base, based on the use of a variety of low-dimensional structures, is the most promising for new generations of electronic technology. However, in the transition to nanometer-scale systems, the quantum-mechanical nature of quasiparticles in a solid begins to manifest itself clearly. As a...
Proceedings Article
Neuroevolution Forecasting of the Living Standards of the Population
Liudmila P. Bilgaeva, Erzhena Ts. Sadykova, Victor A. Filippov
The article is devoted to the problem of forecasting indicators of living standards using neuroevolutionary approach. The NEAT method is considered that allows generating the neural network topology automatically. The paper proposes modification of this method and its implementation based on the activation...
Proceedings Article
An Empirical Study on Supply Chain Management Dilemmas and Countermeasures of Intelligent Manufacturing Enterprises in the Post-plague Era ---- Taking Dongguan BG Technology Co. as an Example
Fei Lei, Wenhao Luo, Yangyang Yan, Chun Feng, Lei Chen, Shixing Lei, Baihe Lei, Decai lv
In the post-epidemic era, rapid changes in the international situation have led to a more competitive market, and the supply chain management of intelligent manufacturing enterprises has been severely challenged by a sharp decline in orders, lack of supply of materials and other supplies, rising prices,...
Proceedings Article
Blended Teaching Design in Higher Education Based on SPOC
Jiarui Zhang
In the context of the new crown pneumonia epidemic, based on the advantages of the Internet platform, universities have opened a hybrid teaching mode that combines online teaching and classroom teaching. This hybrid teaching refers to a new learning mode that combines real situational learning and online...
Proceedings Article
The Application of Mobile Intelligent Terminal in High School Physics Learning
Lihua Zhao
At present, the emergence of mobile smart terminals such as mobile phones, tablets, and laptops has broken the constraints of traditional education and teaching in space and information transmission, which can effectively expand the ways for high school students to learn, and can help achieve the teaching...
Proceedings Article
Digital transformation of Eurasian Economic Union's (EAEU) logistics system
Vera Viktorovna Borisova, Natalia Sergeyevna Pechenko, Ayuna Vladimirovna Molonova
This article is addressing the key items regarding digital transformation of export-import trade operations taking place while designing the logistics system of the Eurasian Economic Union (EAEU). Results of investigation enable the authors to reveal the problems occurring during creation of common market...
Proceedings Article
The Application of the Computer Information Technology to the Indoor Microclimate Optimization
Cuicui Qin, Yani Gao, Qiliang Yu, Zhihong Li
Along with development of computer technology, the method of computer numerical simulation plays more and more important role in the area of architecture design. In order to improve the building’s energy-saving, comfortable and healthy indoor microclimate environment, the project has carried out indoor...
Proceedings Article
Design of Multimedia Courseware Teaching Resources Online Management System
Qian Zhang, Yi Yang, Gang Li
In order to effectively improve the effectiveness of the operation and management of the traditional college education online management system, this paper proposes to optimize the college education online management system based on cloud computing technology. Improve the system hardware configuration...
Proceedings Article
Comparative Study on Scientific and Technological Innovation Ability of High-Tech Parks From The Perspective of High-Quality Development Based on SFA Regression Method
Jian-bo Li, Yue YIN
China's economy has changed from a a high-speed growth stage to high-quality development stage. Innovation is the core driving force leading high-quality development, and national high-tech zones will be the main force and main position of innovation-driven development strategy. Using the methods...
Proceedings Article
Design of Demand Response Pricing Mechanism Under the Trend of Sustainable Development: The Case of Gansu
Jie Xu, Fengyu Su, Jingde Yan, Junpeng Gao, Yang Liu, Xiaoqing Wang
In Gansu Province, China, the power supply is more than demand, and the imbalance between power supply and demand needs to be solved urgently. As an important means of DSM, demand response can effectively alleviate the peak valley difference and reduce the power supply cost. This paper first summarized...
Proceedings Article
Research on the Evaluation of China’s Major Scientific and Technological Infrastructures
Chengchao Wang, Gang Li, Liming Cao
The construction of major scientific and technological infrastructures is the basis for original innovation and scientific and technological breakthroughs and it promotes the transformation and upgrading of industrial structures. However, there are lack of top-level design, R&D support and many problems....
Proceedings Article
The U.S. Opinion on China’s Climate Issue During the Biden Administration from the Perspective of Big Data Software WordSmith 8.0
A Corpus-Based Study on American Newspaper the New York Times
Yanyi Yang, Haoyu Gong, Jieyu Zang
Big data application offers a new roadmap to study international relations. As an analytical method based on big data, a corpus-based study can help analyze international relations. From the perspective of big data, the American mainstream media represented by the New York Times broadcast plenty of news...
Proceedings Article
Research on the impact of cross domain fusion of patent technology on patent value--Based on propensity score matching method
Ziyan Meng
Technological innovation has become the main driving force for economic and social development, and also the focus of competition between countries or enterprises. This paper uses the propensity score matching method (PSM) in causal reasoning to study and analyze the impact of cross domain fusion of...
Proceedings Article
Flow-Based Upscaling for Voronoi Grid near a Hydraulic Fracture
Timur Kireev, Guzel Bulgakova
An important task in reservoir simulation is to take into account the hydraulic fracture effect on well performances. Flow-based upscaling procedures are used to capture the nonlinear pressure variations near the fracture. A numerical near-well upscaling procedure for finite conductivity hydraulic fractures...
Proceedings Article
A New Combined Model with Reduced Label Dependency for Malware Classification
Prishita Ray, Tanmayi Nandan, Lahari Anne, Kakelli Anil Kumar
With the technological advancements in recent times, security threats caused by malware are increasing with no bounds. The first step performed by security analysts for the detection and mitigation of malware is its classification. This paper aims to classify network intrusion malware using new-age machine...
Proceedings Article
Survey on Social Support of Higher Vocational College Students Based on SPSS
Jing Zhao
With the continuous development of social economy and the progress of science and technology, complex and diverse network information profoundly affects the values and thinking modes of higher vocational college students, and also has a certain impact on their mental health. Based on the social support...
Proceedings Article
Algorithms of digital transport corridors of 3PL logistics
Sergey V. Krasnov, Sergey M. Sergeev, Elizaveta A. Zotova, Sergey N. Kuranov
Cooperating between countries in the field of digital economy on labeling and traceability of goods, and creating digital transport corridors were the issues addressed at the meeting of the Supreme Eurasian Council held in 2019. This requires conducting research in the cyberspace development on machine-to-machine...
Proceedings Article
Construction of AGIL Model of “Post-00” College Students’ Patriotic Education Discourse Based on Big Data Technology
Xiling Liu, Yiqiao Hu
According to the requirements of the era of patriotic education in colleges and universities in our country, this paper takes the undergraduates majoring in electronic science and technology in our school as the research object to explore the application of electronic information technology means and...
Proceedings Article
System Approach and Simulation Modeling for Innovative Projects Efficiency
Ekaterina V. Orlova
The problem of a comprehensive assessment of the effectiveness of enterprises’ innovative activities is considered. The multidimensional criterion has been developed for a comprehensive assessment of innovative projects efficiency, providing a justification for the project quality and its quantitative...
Proceedings Article
Models and Methods to Estimate Digitalization Success Predictively
Alexander S. Geyda
The article outlines models of the formation of digitalization effects on the example of modern information (that is - digital) operations use in technological systems and methods to estimate indicators of digitalization success predictively. Models and methods constructed based on graph theory, probability...
Proceedings Article
Build Content Ecosystem Based on Blockchain Technology
Xiaoxi Chen
The increasingly mature blockchain technology is of great significance for improving the level of ecological governance of online content. In this paper, based on the technique of block chain system foundation and the content of the traditional management mode, put forward the necessity of ecological...
Proceedings Article
SafeTravel–Application with Blockchain Technology
Yu-Sheng Goh, Lee-Ying Chong, Siew-Chin Chong
The first COVID-19 case was detected in Malaysia on 25th January 2020. Given the serious situation of COVID-19, Malaysia Government implemented the Movement Control Order (MCO) in the same year by restricting citizen movement. The COVID-19 outbreak in Malaysia under MCO 1.0 is successfully controlled...
Proceedings Article
Study on the Vitality Enhancement and Environmental Intelligence Technology of Historical and Cultural Neighborhoods Based on Organic Renewal Theory: Jinan Mingfu City as an Example
Haifeng Chu, Yimei Meng, Shuhua Huang
With the change of urbanization mode, some historical and cultural districts gradually appear to have declining functions and less prominent historical and cultural attributes which are unable to keep up with urban development requirements. Based on the theory of organic regeneration, this paper selects...
Proceedings Article
Analyzing COVID-19 by Hypothesis Tests and Linear Regression
Yi Lu, Yifan Yang
The outbreak of COVID-19 has caused urgent global challenges due to its rapid contagious characteristics. Analyzing known data from the past is one way to effectively control the spread of the pandemic. The United States is a racially diverse country; therefore, the composition of social groups is relatively...
Proceedings Article
Building Evaluation Metrics for Shopping Applications Based on User Experience
Chao Zhou, Yanyun Yu, Bolin Li
As user needs have changed in recent years, previous evaluation methods are no longer applicable to today’s user environment. This study aims to construct a user experience evaluation system for online shopping APPs and improve the efficiency of evaluation. Therefore, this study firstly reviews the current...
Proceedings Article
Female Executives, Corporate Performance and Social Responsibility in Big Data
Yimin Ding
In today's society, the development of Internet big data technology has brought new opportunities and development direction to enterprises. With the improvement of women social status, global women continue to break through the “career development ceiling”, break the stereotype of “gender discrimination”,...
Proceedings Article
Research on Online Learning Behavior of Higher Vocational Students Based on Data Mining
Fenglin Qu
Exploring the characteristics of online learning behavior of students in higher vocational colleges has important guiding significance for improving the teaching level of higher vocational colleges. This paper collects more than 3000 online learning data of “Fundamentals of digital photography” courses...
Proceedings Article
Experiment Research and Realization Core Exploration of Multimedia Teaching System Based on VR Technology
Siqi Tang
At this stage, in the actual experimental teaching process, due to the limitations of school funds, learning venues and other aspects, students cannot practice multiple times, and some experimental venues cannot realistically restore reality, which will directly affect the efficiency of experimental...
Proceedings Article
Research on Faculty Manpower Management of vocational undergraduate based on Decision tree algorithm
YanYan Li
The purpose of this paper is to study the problem of vocational undergraduate teacher manpower management, with the decision tree algorithm as the main analysis tool, to explore how to carry on the scientific and effective management of vocational undergraduate teacher talents. The method of questionnaire...
Proceedings Article
Effect of the State Policy of Shipbuilding Development on Sea Freight
Aleksey Smirnov
In the 2000s, the federal authorities, realizing the importance and significance of the shipbuilding industry, its effect on the economy, took a whole range of measures for prospective development of the industry that shall meet the needs of the national economy in cargo shipping. The purpose of the...
Proceedings Article
Hierarchical Teaching Practice Based on Majors and Applications of Mathematica in Advanced Mathematics
Hui Zhang
To better reflect the principles of individualized teaching, apply computer technology, adopt individualized education for students, and cultivate students’ innovative thinking ability, we explore the reform of advanced mathematics education. We firstly point out the importance of hierarchical teaching...
Proceedings Article
The Impact of Changes in Consumer Behavior on the Development of Insurance Company Risk Models
Yulia A. Solovyeva, Irina P. Khominich
The article discusses the specifics of building mathematical and analytical insurance company risk models when changing consumer behavior. The concept of a model is given. Various types of models for consumer market analysis developed abroad and in Russia are described in order to conduct marketing activities...
Proceedings Article
Validation of Origin-Destination Matrix by Open Data
Evgeny Mayorov, Oleg Saprykin
Many global factors can influence the socio-economic situation in the country. One such factor is the transport systems of cities. It depends on the state of the transport infrastructure of the city: business development, investment, quality of life, employment growth. However, in larger cities observed...
Proceedings Article
An AI Based Web Portal for Cotton Price Analysis and Prediction
Mohammed Bohara, Krishna Patel, Bansari Patel, Jesal Desai
Artificial Intelligence based Web portal is extensively used in worldwide because it used to solve various primary low level problems in agriculture such as predicting precise prices of agriculture product using machine learning algorithms, enabling direct connection between buyer and seller without...
Proceedings Article
Research on Improving the Community Group Buying Model with Big Data Technology
Xinjia Zhuang
In recent years, community group buying has developed rapidly and competition in the market is fierce. The government's restrictions on corporate price wars have caused the development of community group buying platforms to stagnate, and there is an urgent need for reasonable optimization of the...
Proceedings Article
Chatbot Combined with Deep Convolutional Neural Network for Skin Cancer Detection
Qianfei Hu, Haochong Xia, Tianrui Zhang
For the sake of raising people's serious awareness of skin cancer and providing a convenient way to diagnose skin cancer, this study designs an application to help users figure out the true situation of their skin. In this field, many current studies still cannot achieve high accuracy for skin cancer...
Proceedings Article
Research on Data-Driven Text Adaptation of ESP Course Based on “ENG-EDitor” Tool
Sun Rong
The promotion of big data promotes the development of applied linguistics, and the cultivation of reading ability in foreign language teaching has always been the focus of research. In the process of learning ESP Courses, learners need to be provided with texts of appropriate difficulty for extended...
Proceedings Article
Improvement of port operations efficiency of the Arctic Maritime Transport Route
Aleksey Vasilievich Abramov, Michail Aleksandrovich Zagorodnikov
the Russian Federation Government Program "Transport System Development" includes different activities on technical maintenance of water routes and hydraulic structures, maritime traffic search-and-rescue aid, shipping navigation and surveying facilities for the Northern Sea Route lines. The aim of this...
Proceedings Article
Digital Economy: The Establishment and Application of Pricing Model for Personalized Order-Based Products by Using Big Data Technology
Yan Zhang
In order to solve the customer order in the face of enterprises how to quickly and accurately quotation. In this paper, we use big data technology to process and filter the data, and take the product cost estimation as the starting point, this paper puts forward an overall solution to the cost estimation...
Proceedings Article
Research on the Improvement of China’s Public Service Quality Management Level Based on the Background of Big Data
Xiuhua Shi, Qiong Wu
As socialism with Chinese characteristics has entered a new era and the economy and society has entered a stage of high-quality development, around adhering to the people-centered development idea, it is necessary to propose a public service quality management proposition that better meets the people’s...
Proceedings Article
Optimal Trading Strategy for Gold Based on Optimal Stopping Time
Chiahao Chuen, Yuning Dong, Chenghao Qiu, Ai Wang
The optimal stopping time is of profound significance in statistics, mathematics and finance, and can be used to derive optimal choices from uncertain problems such as volatile golden market. The paper mainly focuses on studying the problem of optimal stopping time by using the basic theory of Brownian...
Proceedings Article
Research on the Evaluation Model of Teachers’ Teaching Quality Based on Principal Component Analysis
Xiao Chen, Yuncheng Li
Teaching quality evaluation is one of the important contents of teaching management. This paper can achieve a more scientific and reasonable evaluation of teaching quality by building a principal component comprehensive evaluation model. Therefore, this paper selects the actual evaluation data of eight...
Proceedings Article
Mechanism and Model for Decision-Making in Credit Risk Management
Ekaterina V. Orlova
The article deals with the problem of risk reduction of the banks’ credit portfolio. The new mechanism for credit portfolio quality management is proposed, featuring a combination of quantitative and qualitative criteria for assessing the credit portfolio quality and its monitoring. This mechanism supports...
Proceedings Article
Balancing Electricity Consumption and User Comfort in Load Management of Electric Tank Water Heaters
Alexander Belov, Vadim Kartak, Nirvana Meratnia, Paul J. M. Havinga
In load management programs, electricity providers can reward their customer customers financially in return for the gained flexibility to reduce their loads at certain times on demand. In particular in residential sector, the question of whether or not to modify the energy consumption profile and how...
Proceedings Article
Blended Learning for Teachers in the Era of "Internet+": From Meta-analysis to Multidimensional Scale Constructs
Lin He, Haili Lu
The Internet+ era has brought changes to teachers' learning styles. Objective: To study teachers' blended learning not only at the theoretical and strategic levels, but also at the practical level. Methods: Using meta-analysis, we explored the characteristics of teachers' blended learning...
Proceedings Article
Rice Price Volatility of Expors Leaders in World Markets Using TGARCH Model
Kewalin Somboon, Chonrada Nunti, Varattaya Jangkrajarng
This paper studies the price volatilities of rice regarding the world market leaders as Thailand, India, and Vietnam provided by the time-series data of the monthly rice export prices between 1998 – 2021. The study found that the most suitable model is the TGARCH model considered by the lowest AIC criteria....
Proceedings Article
Research on Curriculum System Construction of Civil Engineering Specialty Based on Origin Statistical Software
Dandan Shi
In view of the current situation of the ideological and political research of civil engineering courses, this paper, under the background of moral education in colleges and universities in the new era, based on Origin statistical software, sets out the basic task of multi-dimensional construction of...
Proceedings Article
Economic Statistics Issues under Big Data——Taking China as an Example
Yining Yang
China’s economy has increased dramatically over the past decades. Along with the development of economy, the house prices also increased sharply. Thus, it is necessary to investigate factors contributing to the high house prices. Existing literature demonstrates that GDP, salary, total retail sales of...
Proceedings Article
The Nonsplit Resolving Domination Polynomial of a Graph
N Pushpa, B V Dhananjayamurthy
Metric representation of a vertex v in a graph G with an ordered subset R = {a1, a2, .., ak} of vertices of G is the k-vector r(v|R) =(d(v,a1), d(v,a2), .., d(v,ak)), where d(v,a) is the distance between v and a in G. The set R is called a Resolving set of G, if any two distinct vertices of G have distinct...
Proceedings Article
Digital infrastructure of service logistics: the case of the tourism industry
Natalia Vasilenko, Tatiana Lavrova, Olga Tokareva
The article discusses the digitization of services in the tourism industry. By applying the concept of service product to the tourism industry, the authors claim that the primary utility of a tourism product has a shifting nature and discuss the features of additional, derivative, and accompanying services...