Atlantis Highlights in Computer Sciences
2240 articles
Proceedings Article
Formation of requirements for human resources in the conditions of digital transformation of business
Anna M. Smirnova, Iina M. Zaychenko, Irina V. Bagaeva
The article substantiates the need to revise the re-quirements for human resource management. On the one hand, this is due the development and implementation of IT-technologies in almost all spheres of life in modern society that is a consequence of the development of Industry 4.0. And on the other hand,...
Proceedings Article
Research on the Evaluation of the Growth Level of SMEs Clustering Based on Digitalization
Yanyan Wang
SME clusters play an important role in promoting regional economy. How to evaluate the growth level of SMEs clusters around has become the focus of scholars’ research. This paper constructs the evaluation system of SME cluster growth level from the macro, meso and micro levels, establishes an evaluation...
Proceedings Article
Design and Application of MOOC Teaching Platform for College English Based on MOODLE System
Amugulang Amugulang
In order to promote the informatization reform of college English education in China, and solve the problems existing in current English teaching, such as single teaching form, limited communication between teachers and students, and insufficient environmental conditions for practicing listening and...
Proceedings Article
Computer Information Technology Based Digital Mindfulness Intervention on Executive Function of Fourth-Grade Students
Huangping Wang, Hai-Yan Hou, Hui-Jie Li
In this study, four classes of primary school students in grade 4 in Beijing were randomly divided into intervention group and control group. The intervention group received an 11-week digital mindfulness intervention course, which foreign online mindfulness courses were used, played by computer, and...
Proceedings Article
Study on Emotional Education in Professional Course Based on Internet Data
Yuhong Xie, Bo Wang
In order to explore the difficulties of emotional education in professional courses of technology and engineering, the problems about emotional education in professional courses are analyzed by internet data. With big data analysis, the number and areas of research on the emotional teaching from 2015...
Proceedings Article
Parallelization of Content aware Image Resizing
R. M. Prakash Ramanathan, R. Manimegalai, D. Sivaganesan, S. K. Noor Mahammad
Image resizing is a common technique used in image editing and processing to reduce or increase the image’s dimensions. The naive approaches, such as cropping or scaling, may result in image distortion or data loss. A more sophisticated method is content-aware image resizing, which employs algorithms...
Proceedings Article
The Relationship of Workplace Ostracism and Territorial Behavior: An Empirical Study Based on Hierarchical Regression Analysis
Qiyuan Xiang
Encountering workplace ostracism produces defensive psychology and fights back with territorial behavior tit-for-tat. Understanding such psychological fences and behavioral quirks that are detrimental to career development and workplace ecology has become an important research issue in current enterprise...
Proceedings Article
Enhance the Innovation Capacity of the Industrial Chain by Effective Technology Investment Based CNN Prediction
Linglan Fu, Jinlong Su
This paper analyzes the main problems and difficulties faced by private enterprises in Fijian Province, and discusses the countermeasures to effectively speed up the transformation and upgrading of private enterprises through multiple field investigations inside and outside the province. Through in-depth...
Proceedings Article
Research Progress and Trend of Storytelling in Marketing Based on Literature Search Visualization Tools: From Independent Creation to Co-creation by Enterprises and Consumers
Wenmin Zhang, Bo Qu, Kechang Gao
This paper uses HistCite and VOSviewer, literature search visualization tools, to analyze the hot research topics of storytelling in marketing and their logical relations which will provide a basis for understanding and wider adoption of storytelling in marketing in practice. With the aid of HistCite,...
Proceedings Article
Use Data for Education
Take Li Deyu’s Self-reported Texts of Two Demotions as an Example
Qian Wang, Tingshao Zhu
In the education and teaching of linguistics, psychology, literature, history and other related fields, teachers and students usually analyze the psychology and image of characters by studying the historical background and the author’s life experience. Given the limited language text data available for...
Proceedings Article
Investigation of Nonlinear Multi-connected Systems of Automatic Control with Delay
Baryi Ilyasov, Guzel Saitova, Anastasia Elizarova
The problem of controlling objects with time delay is quite complicated. The presence of a delay in the control loop leads to an increase in the phase shift, which can provoke instability of the system. The paper proposes a study of a nonlinear multi-connected system of automatic control (MSAC) of an...
Proceedings Article
Analysis of business intelligence tools and development of solutions for marketing activities
Anton P. Shaban, Zilia U. Bikkulova, Anastasiy I. Klimin, Roman S. Marchenko
The objective of the research is the analysis of business intelligence tools and development of solutions for mar-keting activities based on business intelligence tools. In the framework of the current research, following methods have been used: analysis and modeling. Text sources were analyzed in order...
Proceedings Article
Aadhaar Data Analysis Comparison in MapReduce, Hive and Spark
R Roopa, Varsha Ryali, Tejasvi Shrivastava, Syed Mahmood Nabeel Anwar
Aadhaar with a 12-digit unique identification number of every Indian provides demographic and biometric information and is mandatory for various purposes like benefit transfer directly, healthcare, etc. Approximately Aadhaar details need to store 1.3 Billion Indians which attributes to the concept of...
Proceedings Article
Traffic Light Recognition Assistance for Colour Vision Deficiency Using Deep Learning
Jun Yong Lee, Hu Ng, Timothy Tzen Vun Yap, Vik Tor Goh, Hau Lee Tong
This research intends to train a model to recognize traffic light signals in real-time to allow a person with Colour Vision Deficiency to identify the current signal of traffic lights with a mobile device's camera. First, LISA Traffic Light Dataset is downloaded obtained from Kaggle. Then, two data...
Proceedings Article
Research and Practice of Flip Teaching Mode Based on MOOC -- Taking 3D Animation Production Course as an Example
Dawei Qi
Three-dimensional Animation Design is the core course of animation major in university. It is the key and complex of the entire animation course system. It plays an important role in the talent cultivation of the entire study term. MOOC is the most popular teaching method in the world. Hence, it is worthwhile...
Proceedings Article
Research on farmers’ green production behavior from the perspective of environmental regulation
Dong Yubing, Lei Zhiying
Based on the field investigation data of 263 citrus growers in Jianyang, Meishan, Pujiang and Jintang, Sichuan Province, this paper discusses the factors influencing farmers’ willingness to produce green production technology and their behavior from the perspective of environmental regulation, and uses...
Proceedings Article
Research on the Transmission Effect of Energy Price Fluctuations in High Energy-Consuming Industries
Weiwei Zhang, Kan Yang, Qiujie Sun, Junjie Li
High energy-consuming industries are an important part of China's industrial structure, and are of great significance for China to promote “steady growth” and “carbon peaking and carbon neutrality”. Energy is a key raw material in the production process of energy-intensive industries. Therefore,...
Proceedings Article
Based on the Origin Analysis of the Innovative and Entrepreneurial Talent Training Mode of Artificial Intelligence Majors in Applied Undergraduate Colleges
Lanhua Wang, Qi Liu, Minmin Pang, Aili Li, Wensheng Du
Relied on artificial intelligence major, the importance of innovation and entrepreneurship education in applied undergraduate colleges were analyzed. The problems and reform measures of the innovation and entrepreneurship talent training model for artificial intelligence majors in applied undergraduate...
Proceedings Article
Analysis of the Laws and Characteristics of the Application of Fresh Drugs in "Puji Benshi Fang" Based on Data Mining
Shun Li, Guirong Liu
Based on data mining technology, the application rules and characteristics of fresh medicine in "Puji Benshi Fang" were discussed. Retrieve and collect the fresh medicine used in "Puji Benshi Fang" and the nature, flavor and chapters of the applied fresh medicine, analyze and input...
Proceedings Article
Family financial management system based on big data environment
Mingzhu Sun, Haibin Li
In order to meet the needs of family finance, this study is based on the ECLIPSE R&D platform, the front-end R&D uses the technology of JSP, and the MySQL database technology is used to realize the management of the data and information involved in the system.The C/S form is the most basic mode...
Proceedings Article
Machine Learning Based Analysis of the Curriculum Standards and Textbooks of Middle School Biology Teaching: Case of “Curriculum Ideological and Political”
Jiazhong Liu, Hongmei Li, Huixian Zhu, Huirong Li, Xin Zhang, Guofei Zhou, Dengji Lou, Yan Chen
Taking the course of biology curriculum standard and textbook analysis in middle school as an example, this paper introduces the example of introducing the dialectical relationship principle of practice and cognition into the teaching process of the first and second chapters of this course. This paper...
Proceedings Article
Prediction of Population Aging Based on an Improved Markov Matrix
Lelin Zeng, Jinghao Duan, Junfang Zhao
Grasping the population aging from the perspective of long-term development has certain guiding significance of formulating national economic development plan and social strategic goals in China. Based on the Markov matrix and the population process reflected by Leslie matrix, an improved Markov matrix...
Proceedings Article
Analysis of the Correctness of the Model of Biomedical Experiment Based on the Transition Graph by Means of a Matrix Algebra
Alexandr Kruzhkov, Rashit Nasyrov, Ruslan Mulayanov
The article deals with the problems of formal description of methods of organization of biomedical experiment. The need for a formal description of the experimental scheme is postulated. One of the ways of formal representation of the biomedical experiment based on the transition graph, which is one...
Proceedings Article
Research on Maturity Evaluation of Energy Internet Big Data Ecosystem Based on Mathematical Statistical Model
Haixu Song, Xiaofeng Zhan, Rui Li
The energy revolution and the digital revolution are integrated deeply. The creation of an Energy Internet big data ecosystem has gradually become a trend. The paper builds an evaluation system for the maturity of the Energy Internet big data ecosystem from the dimensions of ecological subject, key data,...
Proceedings Article
Design and Development of Android Application for Clarinet Flash Video Teaching in Mobile Internet Environment
Yantao Shi
In order to establish a diversified unique clarinet teaching system, form a better clarinet talent training system, and cultivate clarinet inheritors for China, this paper makes use of the advantages of mobile platform, using Java language for Android system, J2ee framework and Flash video software technology...
Proceedings Article
Survival Analysis of the Years of Residence of Ethnic Minority Migrants in Tibet and Ningxia
Yingxue Pan, Suizhi He
The long-term and stable residence of the city’s floating population of ethnic minorities in the residential area is beneficial to ethnic group integration and the city’s long-term development. Local public health service policies, on the other hand, have a greater or lesser impact on the long-term residence...
Proceedings Article
Digital transformation of logistic processes for a consumer goods company based on RF tags
Oksana Yu. Iliashenko, Grigorii M. Shestakov, Victoria M. Iliashenko
Logistics is one of the most important processes to be automated for a company producing consumer goods. With the using of modern technologies, such as RF tags, you can not only fully automate the process of receiving and delivering products, but also create a platform for digital transformation to an...
Proceedings Article
A Deep CNN-Based Approach Felicia Proposed for Identifying Medicinal and Edible Plants in the Western Ghats Region
Anagha Bharadwaj, Srinidhi Kulkarni, R. Bharath Kumar
Ayurvedic plants, which contain active compounds are used to treat various health conditions. On the other hand, edible plants contain essential nutrients that are required for our body’s proper functioning and can aid in preventing chronic diseases like diabetes, heart disease, and cancer. Numerous...
Proceedings Article
Performance Evaluation of Specialty Group Construction: AHP Analytic Hierarchy Model
Qiuyu Wang
Taking the high-level professional groups of six universities in Guangxi as the research object, this paper explores and constructs the evaluation model of professional groups by using analytic hierarchy process. The study found that In terms of the weight of performance indicators, the highest weight...
Proceedings Article
Using Machine Learning Models to Assess Users’ Credit Default Risk
Yuxi Huang
As far as the current social situation is concerned, more and more people choose credit cards as a way to pay for their daily expenses. When it comes to credit cards, we have to mention the credit default risk associated with them. We know that when a person's credit default risk is too high, his...
Proceedings Article
The Application and Research of Artificial Intelligence in The Field of Music Education
Zhaoying Zhang
AI technology will be used in music teaching, bringing the easiest way to music teaching. This work aims to study the application of artificial intelligence in music teaching. On the basis of full investigation and research on intelligent piano music teaching, combined with the advantages of intelligent...
Proceedings Article
Reset Profiles and Classical Soundness in Robustness Diagrams with Loop and Time Controls
Jasmine Malinao, Richelle Ann Juayong
This study establishes concepts and strategies for the verification of classical soundness of Robustness Diagrams with Loop and Time Controls(RDLT) that contain reset and join profiles. In contrast to other well-known workflow models such as BPMN, YAWL, Petri Nets, and UML Diagrams, RDLTs are powerful...
Proceedings Article
Microblaze Implementation of GPS
Ananya Choudhury, Ankith Srinivasan, Aditya R Kattimani, Saroja V Siddamal, Shraddha B Hiremath
The accuracy and efficiency of a Global Positioning System (GPS) is a critical parameter especially for surveillance and automation purposes. The design of such a system which can not only provide high accuracy and efficiency but also is easily configurable enhances its applications largely for embedded...
Proceedings Article
Research on Key questions and Strategies Model of Enterprise Compliance Management System Construction
Jia Li
With the rapid development of the economy and society, global trade competition is becoming increasingly fierce, and compliance management has become the precondition and foundation for enterprises to achieve stability and success. As an important technical means, standards have played an important role...
Proceedings Article
Research and Application Path Analysis of Deep Learning Differential Privacy Protection Method Based on Multiple Data Sources
Junhua Chen, Yiming Liu
The deep learning model will contain user-sensitive information during training. When the model is applied, the attacker can recover the sensitive information in the training data set through model inversion attacks, and directly or indirectly disclose the user-sensitive information. The existing methods...
Proceedings Article
Use of Potentials in Linear Programming Models
Irek Mustaev, Vladimir Ivanov, Murat Guzairov, Timur Mustaev
The article describes a modified Kantorovich model based on the use of accumulated potentials. Accumulated and predicted potentials are described in detail in previous works by the authors. A real-life example illustrates the benefits of modeling using potentials. It is shown, in particular, that the...
Proceedings Article
Acturial analysis of insolvency probability considering correlations among claims: case study for transmisstion tower failures
Andy Wan, Yanxiang Wang, Yihan Xu, Eric Zhang
This research aims to develop an actuarial analysis framework to evaluate the probability of insolvency for the infrastructure property insurance of a specific region. The study focuses on the case of nationwide transmission tower failures. The proposed framework takes into account the correlations among...
Proceedings Article
Study on the Urban Efficiency of Guangdong- Hong Kong-Macao Greater Bay Area Based on DEA and Malmquist Model
Haifei Wang
This study selects land, capital, labor, and information technology as input indicators, and regional GDP as an output indicator, and uses DEA model and Malmquist index method to analyze the urban efficiency and its variation of 11 cities in Guangdong-Hong Kong-Macao Greater Bay Area in 2011, 2013, and...
Proceedings Article
Research Framework and Design of Incorporation of Conversational Agent in Mathematics Learning
Choo Peng Tan, Choo Kim Tan, Siong Hoe Lau, Ah Choo Koo
Mathematics is a fundamental core subject of STEM education. However, mathematics concepts are abstract and many students having difficulties to understand it. Moreover, some students are lack of confident, having negative feelings towards mathematics, feel not relax and cannot focus in mathematics class....
Proceedings Article
Exploration of Integrating “Technology+” Swimming Course Teaching for College Students
Li Song, Dianyi Song, Xinxin Hao, Xiaoya Zhao
Swimming is a compulsory course for survival, and in the university life where spare time is more adequate, more and more college students join swimming lessons, and then the teaching quality for swimming courses needs close attention. This article adopted the “technology+” deep learning method to improve...
Proceedings Article
BI systems implementation for supply chain sector in retail companies
Oksana Iliashenko, Victoria Iliashenko, Manfred Esser
The article describes the existing BI systems, allowing to solve data analytics issues, make forecasts, support the development of business process systems, model business situations in a single information environment. The article offers the best practice analysis of the three leading BI platforms....
Proceedings Article
The Construction of Multiple Paths of Higher Vocational Information Technology Teaching under the Integration of Industry and Education
YiLun Wang
This paper explores the construction of diversified paths of information technology teaching in higher vocational colleges under the background of integration of production and education. Through investigation, it is found that there are many difficulties in information technology teaching in higher...
Proceedings Article
Research on Order Selection Problem under C2M Model Based on Capacity Constraints
Jianjun Yu, Mengqin Jiang
C2M is a new business mode which connect customers and manufacturers directly. The C2M production and sales model has received more and more attention and developed rapidly in recent years. The order selection problem of enterprises adopting the C2M model has also become an important issue. In this paper,...
Proceedings Article
Application Research of Blockchain Technology in Art Trading Platform System under Cloud Computing Environment
Yuan Zhou
The distributed database established by blockchain technology ensures that the transaction information of all high-value artworks can be correctly reflected on the Internet and can never be changed, thereby gradually accumulating real artwork transaction data. The main purpose of this paper is to study...
Proceedings Article
Experience-based learning for multi-parameter regression control of snake-like robots
R. Dhanush Varma, Abhishek
Snake-like robots, with their complex and multi-jointed structure, hold great potential for navigating complex environments. However, real-time manipulation of their movements can be challenging. As such, achieving autonomous mobility for these robots is a major area of research. This paper introduces...
Proceedings Article
Cost Performance Analysis of Cold Chain Logistics Based on DEA Model
Lirong Liu, Na Liu, Jie Sun
The development of the cold chain logistics industry affects the solution of China’s “three rural” problems to a certain extent. Evaluating and improving the business performance of cold chain logistics enterprises is not only conducive to reducing the circulation links of agricultural products, reducing...
Proceedings Article
The Value Implication, Practical Problems and Practical Approaches of Digital Village Construction
Lili Guo
In the context of rural revitalization, the construction of digital villages is of great significance for improving the level of rural social governance and realizing the modernization of agriculture and rural areas. Analyzing and discussing the significance, problems and practical paths of digital rural...
Proceedings Article
Analysis of Government Information Disclosure System Under the Background of Big Data
Shuguang Wang, Ruiqing Jin
In today’s social life, economic and social digitalization has become the trend of world history. Big data has led to rapid economic development and is also the driving force for the development of today’s society. At the same time, people gradually pay attention to the content and degree of government...
Proceedings Article
Comparison and Analysis of Airborne Radar Detection Distance and Reconnaissance Distance Based on Big Data Background
HongYan Wang, Xue Hao, DianWei He
Airborne radar is the eyes of fighter jets. The sooner a target is detected, the better it will be on the battlefield. With the advent of the era of big data, the author starts from the perspective of affecting the detection of airborne radar and uses data simulation to summarize the influence of radar...
Proceedings Article
Pliability Identification of Elastic Support for Elastic Cantilevered Rod Based on Eigenfrequencies of its Oscillations
Vladimir Zhernakov, Victor Pavlov, Vilina Kudoyarova, Liliya Nusratullina
Currently, modern turbomachines, for example, aircraft gas turbine engines are equipped with highly intelligent automated monitoring and control systems, including a large number of sensors that control various parameters of the product being operated. In particular, there are sensors that monitor the...
Proceedings Article
State-of-Art Deep Learning Based Tomato Leaf Disease Detection
Asha Gowda Karegowda, Raksha Jain, G Devika
In India, the tomato plant is a popular staple food with high commercial value and considerable production capacity; however, the quality and quantity of the tomato harvest decreases due to a variety of diseases and henceforth leads to great financial loss for farmers. With lack of agricultural professions...
Proceedings Article
The Construction of Multi-dimensional Course Model
Take the Data Structure Course As an Example
Dan Wang, Xingqiang Wu, Chongkai Liu, Chanfei Li
Data structure course is the core course of electronic information and computer science majors, and it is also a mandatory course to cultivate new engineering majors with innovative consciousness and the ability of cross-fertilization of disciplines. Aiming at the pain point problems faced in the teaching...
Proceedings Article
Research on Optimal Configuration of Hybrid Energy Storage Capacity Based on Life Cycle Cost
Chenyu Yan, Yi Lu, Zhuowei Zhang, Tao Jia, Yanjie Zhang, Li Mu, Fengmin Xing, Jixiang Zhao
The defect of the fluctuation of the photovoltaic power generation system output power leads to the serious phenomenon of photovoltaic curtailment, and the energy storage technology can effectively solve the problem of photovoltaic curtailment. Reasonable allocation of the capacity of the hybrid energy...
Proceedings Article
Strategies for Enhancing the Professional Identity of Teachers in Private Universities in Guangxi
Xaofeng Yang, Yue Peng, Zhijun Lan
This article aimed to research the current situation of professional identity among teachers in private universities in Guangxi, to create strategies for enhancing professional identity of teachers in private universities in Guangxi, and to evaluate the the adaptability and feasibility of strategies...
Proceedings Article
Founder Control, R&D Investment and Firm Performance: An Empirical Study Based on High-tech Firms
Yabo Wang
From the founders control perspective, this paper view incomplete contracting theory and principal-agent theory as the foundation, the gem private high-tech enterprises as the research object, explore the relationship between founder control and firm performance. In the same time, we also verify the...
Proceedings Article
Predictive analytics in management of enterprise logistics innovations
Darya Ivanova
This research explores a modern approach for defining innovation. Reference has been taken, in particular from the latest publication of Oslo Manual, where innovation has been divided into two parts: product innovation and innovation of business processes. A combined option for the dissemination and...
Proceedings Article
Study on the Application of 020 Teaching Model in Ideological and Political Course in Colleges and Universities
Jing Dai, Peng Shao, Yu Fang
020 teaching model has been gradually applied to ideological and political classes in colleges and universities, and its advantages of process evaluation are very prominent. The diversity of evaluation content, flexibility of evaluation form and complexity of evaluation environment can play a role in...
Proceedings Article
Research on Load Balancing Technology for Product Data Management Server Cluster
Jing Li, Peizhang Wang, Yi Sun, Qian Li, Lu Jia, Yongle He, Lijuan Duan, Yin Luo
The problem of load imbalance in Product Data Management (PDM) server clusters not only reduces the efficiency of PDM system applications, but also causes downtime in severe cases, affecting the development process of scientific research models. This article applies three server cluster load balancing...
Proceedings Article
Research on the Growth and Development of 6-Month-Old Infants by SPSS Feeding Method Under the Background of Social Big Data
JinFu Yao, Shu Tang
To investigate the effects of feeding patterns on the growth and development of 6-month-old infants based on social big data. A cross-sectional retrospective study was conducted to investigate the height, weight and feeding methods of 2156 infants at the age of 1 month, 3 months and 6 months, which were...
Proceedings Article
A Digital Management System for Archive Resources Based on Cloud Storage in the New Media Era
Qi Yang, Jinghuan Zhu, Shilong Wang
In order to solve the problem of incomplete information extraction in the existing digital conversion process of archives, a preset area scanning unit is set up, which is used to activate the OCR scanner of the paper scanning device to scan the preset area when the user operation interface receives the...
Proceedings Article
Technological Progress, Higher Education Quality and China’s Industrial Upgrading: An Empirical Study Based on the Spatial Dubin Model
Jiasheng Cheng
This article concentrates on the efficiency of technological progress and higher education quality on China’s industrial upgrading. On the ground of the 30 Chinese provinces’ spatial panel data from 2011 to 2020, using the spatial Dubin model, this article empirically studies the effect of technological...
Proceedings Article
Resource Management Planning of Production Capacity
Dmitry Rizvanov, Evgeniy Chernyshev, Nafissa Yussupova
Planning for the development of production facilities is necessary to ensure the effective functioning of the enterprise. To ensure the systematic development of production and the creation of new production facilities, it is proposed to use the developed software based on a multi-agent approach for...
Proceedings Article
Colour-assisted PCB Inspection System with Hardware Support for Real-time Environment
H. S. Lim, Y. L. Lee, K. M. Yap, M. H. Lin, T. K. Lian
Printed Circuit Boards (PCBs) are crucial functional components in electrical devices that require inspection during production to prevent faulty products. However, Automated Optical Inspection (AOI) machines for PCB inspection are costly, especially for small production lines. Previous studies showed...
Proceedings Article
Research on the Design of the Online and Offline Teaching Workshop Platform of Higher Vocational PBL Based on Big Data Technology
Lanhua Guo, Weixin Zhen
Aiming at the small learning social scope for learning in current higher vocational education, insufficient resources, and low learning efficiency of academic conditions, an online and offline teaching workshop platform of higher vocational PBL based on big data technology is designed. Firstly, according...
Proceedings Article
Research on the Influence of COVID-19 on the Fluctuation of China Household Electrical Appliances’ Index in the Context of Economic Globalization
Jing-Xu Yang, Ling-Yu Hu
In order to deal effectively with the impact of the COVID-19 on China’s domestic appliance industry in the context of economic globalization, by analyzing the upstream copper futures index (CFI) and the downstream household appliance Futures Price Index (HAFPI) from January, 2020 to October 2021, the...
Proceedings Article
Research on the Design of General Hospital-signage system from the Perspective of Aging
Danya Zhu, Min Li, Yun Chen, Lei Wei
With the development of social economy and the change of population composition in China, vulnerable groups such as the elderly will occupy a certain proportion of the social population in the future. However, at present, their needs are often ignored in the design of domestic hospital-signage system,...
Proceedings Article
Comparative analysis of innovative activity of large business in Russia and the United States in terms of digitalization of the petrochemical industry
Irina V. Bagaeva, Galina N. Larionova, Yana R. Bagaeva
The relevance of the study is that the innovations in the oil and petrochemical industries are not only a way to increase production of raw materials and reduce losses when searching and developing new unconventional fields, but also a tool to increase the competitive advantages of vertically integrated...
Proceedings Article
Design of Data Analytics Teaching Platform for IT Talents Driven by Enterprise Projects
Ruijun Zhang, Wenxia Li
The research investigates the data analytics capability of it related students in Wuhan University of science and technology in the form of questionnaire. The data show that the theoretical and practical teaching system of data analytics courses has been basically established. However, there are many...
Proceedings Article
The Effect of Participative Leadership on Followership: An Empirical Study Based on Hierarchical Regression Analysis
Shushu Li, Jianju Wang, Shuai Peng
Employee followership is very important to promote organizational development, especially in the face of crises and changes in an uncertain environment. This study is devoted to exploring the formation mechanism of employee followership. Based on affective event theory, this study examines the impact...
Proceedings Article
Identification of Edible and Non-Edible Mushroom Through Convolution Neural Network
G Devika, Asha Gowda Karegowda
Mushroom is one among the most popular consumed food in India. In India people are cultivating mushroom as viable income source for their livelihood. Now-a-days deep learning is being applied to process big data and vision related applications. Recent smart devices can be utilized for automated edibility...
Proceedings Article
The Innovation Research of Mixed “SPOC+ PAD Class” Secondary Vocational Information Technology Course
Chunfeng Yang, Renjuan Jiang, Xin Zhang, Yanyan Lu, Junrong Li
The dual advantages of PAD (Presentation-Assimilation-Discussion) class combined with lecture class and discussion class can effectively solve the disadvantages of traditional classroom filling, and pay attention to improving the teaching quality. SPOC is student-centered and teaches students according...
Proceedings Article
Research on Tourism Economic value of Chinese Noodle Culture based on data Modeling
Yueting Zhang, Qi Yuan, Jing Yan, Ying Feng
Noodles are one of the most popular snacks in many snack bar in the tourism service center. Select nine kinds of noodles which are the most important representative in China, construct 12 evaluation systems from the three dimensions of originality, influence and sustainability, and use principal component...
Proceedings Article
Study on the Effect of Depth on Convolutional Neural Networks for Brain Tumor Detection
Yuxuan Li
Brain tumors are one of the invasive diseases in children and adults. Due to the complexity involved in brain tumors and their characteristics, manual examination may be error prone. The use of automatic classification technology using machine learning (ML) has always shown higher accuracy than manual...
Proceedings Article
Performance Evaluation of Maritime Search and Rescue in Shandong Province
Dapeng Wang, Tengchao Ma, Yining Yang
Maritime emergency rescue has always been a key area of research by experts and scholars. This article draws on the practical experience of performance evaluation in the public domain, selects four dimensions of economy, efficiency, effectiveness, and fairness according to the "4E" theory,...
Proceedings Article
The Design and Development of Virtual Simulation Teaching System for Alpine Skiing Based on VR Technology
Jiandong Lin
Aiming at the problems existing in the current alpine skiing teaching, such as limited teaching environment, single teaching method, weak safety awareness of students and strong fear of beginners, a virtual simulation teaching system of alpine skiing is developed based on VR technology. This system uses...
Proceedings Article
Analysis of the Development Trend and Hot Spots of China’s Education Digital Transformation
Shijuan Xu
In recent years, with the continuous development of Internet technology and the promotion of digital transformation, the education field has also shown the development trend of digital transformation. Researchers have begun to focus on the background, issues and challenges of digital transformation,...
Proceedings Article
Analysis on the Path of Design Specialty Promoting Rural Revitalization under the Mode of School-local Cooperation
Chunqin Yue
With the smooth convening of the 19th National Congress of the Communist Party of China, China began to comprehensive power rural revitalization, under this background, the colleges and universities make active response, art and design professional into the countryside, make full use of advantages and...
Proceedings Article
Digital transformation of personnel management services
Olga Osipova
The present paper analyses the extent of development of digital maturity of organizations and HR processes in the transport-logistics field. Digitization is studied in a broader sense as a process of transition from traditional organization into a digital one. The paper presents the author’s classification...
Proceedings Article
Intelligent Computing, Cognitive Graphics, Neural Networks in Computer Models of Forest Fires
Valery B. Taranchuk
The results of creation of theoretical (mathematical), empirical (statistical), semi-empirical computer models of forest fires are discussed. The features of intelligent computing, obtaining accurate analytical (in the scope of empirical and semi-empirical models), approximate solutions (in theoretical...
Proceedings Article
Optimizing Technical Parameters and Stock Price Prediction using: Linear Regressive MapReduce and Quasi-Newton Deep Learning
Kalva Sudhakar, Satuluri Naganjaneyulu
The Stock value forecast is a significant issue to determine the future direction of the financial Markets. Many research works are carried out and design many techniques to predict stock price of Individual stocks. But, the forecast precision of the regular methods was lower when taking the enormous...
Proceedings Article
A Study on the Relationship between the Leadership Characteristics of Women Entrepreneurs and Organizational Resilience——Taking the Member of Hebei Women Entrepreneurs Association as an Example
Yijing Yang, Lihong Han
Under the background of highly uncertain times, organizational resilience has become a critical factor in dealing with risk environment. The unique psychological quality and leadership behavior of women entrepreneurs in dealing with external difficulties have gradually attracted the attention of scholars....
Proceedings Article
Social Media Stocks Reviews Big Data Management Research
Nanli Zhu, Boyu Jia, Rui Li
[Purpose/Significance] In order to enhance the big data management of stock reviews by regulators, make management more scientific and efficient, and improve the screening efficiency of big data stock reviews by investors. This paper explores the influencing factors of the perceived usefulness of big...
Proceedings Article
Development and Application of Online Teaching Platform of “Introduction to Art” Based on JSP Technology
Li Gui
“Introduction to Art” is a required course of basic theory for all art design majors, but there are still many difficulties in teaching methods in colleges and universities. Constructing the “online + offline” hybrid teaching mode can effectively solve many problems. Therefore, using modern information...
Proceedings Article
Design and Implementation of Rumor Refuting and Accountability System Based on Deep Learning and Graphic Database
Jingrong Wang, Haori Lu, Yutong Li, Jiazhen Song, Peng Nie
With the popularity of social networks, online rumors are increasing day by day. Internet rumors are harmful, spread fast, and will cause great loss to personal interests and social interests. In order to suppress the spread of online rumors and hold those who spread rumors accountable, we designed and...
Proceedings Article
Analysis of SEM Model for Student Employment Choice in the Era of Big Data
Xiao Yang, Yuting Ye, Syamsul Nor Azlan Mohamad, Fang Yue, Wenxuan Ren
At present, Zhoushan's natural population growth rate is the lowest in Zhejiang, and the ageing in the province is the most serious. From a macro point of view, Zhoushan has to occupy the advantage in the problem of "graduates stay in Zhoushan" to relieve the pressure and sense of urgency...
Proceedings Article
Research on the Relationship Between College Students’ Gender Role Identity and Mental Health from the Perspective of Big Data Analysis
Luming Feng, Huajie Sui, Yuexiang Liu
This paper attempts to investigate the relationship between communication fear and social support of college students and use big data analysis to explore whether there is a significant gap in communication fear in gender and family origin. It also analyses whether there is a correlation between the...
Proceedings Article
Research on Microblog Public Opinion Event Management Based on Logit Regression
Shiyuan Zhang, Baiping Chen, Yajuan Deng, Xiaohong Deng
This paper is based on the data of social public opinion events that occurred on Weibo within 24 h of a certain day in 2017. Through the establishment of Logit model to explore the influencing factors that affect the popularity of online public opinion. The empirical results show that the number of fans...
Proceedings Article
The Impact of Digital Technology on Primary Mathematics Teaching in China
——A Qualitative Study
Fei Gong
The development of the digital age has revolutionized every aspect of human life, including the field of education. This qualitative study examines the impact of integrating digital technologies into primary school mathematics teaching in China. Through interviews with different primary school mathematics...
Proceedings Article
Research on Distribution Network Capital Investment Allocation Optimization Technology Considering Enterprise Development and Policy Constraints
Ying Zhou, Jiyuan Zhang, Qian Wang, Qian Li, Zhuhan Long
In addition to the characteristics of general capital-intensive investment projects, power grid capital investment also has some of its own characteristics, such as long-term investment, economic dependence, regional limitations, and constraints that include resources, environment, policies and other...
Proceedings Article
Design of Monitoring Platform for Communication Operation and Maintenance of Distribution Network Based on Artificial Intelligence Technology
Jia Chen, Guoying Liu, Junhong Weng
This article proposes a design of a distribution network communication and maintenance monitoring platform based on artificial intelligence technology to improve operational efficiency. The platform adopts a B/S hardware architecture, providing a stable environment for efficient hardware operations;...
Proceedings Article
Design and Implementation of a Parallel PTAS for Finding Structural Motifs on Graphics Processing Units (GPUs)
Julia Ysobel Pineda, Andrew Sopungco, Jhoirene Clemente
Protein structural motifs are recurring patterns in a set of tertiary protein structures in the 3D form. These motifs often play crucial roles in protein function, stability, and interactions. The problem is NP-hard, but a polynomial-time approximation scheme (PTAS) offers efficient solutions with some...
Proceedings Article
Strategic Framework for Campus Network Environment Using Virtual Switching System
C J Jamuna, R Ashok Kumar, S Santhosh Belvadi
Due to modernization of technology, networking has been an important aspect of any campus environment. Apart from having a feasible architecture it is equally important to provide continuous connectivity with high flexibility for data transfer. Hence, the proposed framework for a campus network provides...
Proceedings Article
Research on Personalized News Recommendation Model Based on Knowledge Graph
Suicheng Li, Xiaotian Wang, Shaoyang Zhang, Jiabin Wei, Yanying Shang
By constructing a personalized news recommendation model based on a knowledge graph, the problem of ignoring knowledge correlation in multi-class text information methods has been effectively solved. The study analyzed the characteristics of news texts, treating titles and abstracts as key information...
Proceedings Article
Institutional fundamentals of authorized supply chains formation
Aleksandr V. Parfenov, V. Vladimirovich Тkach, Xiaohui Yuan
This paper is addressing the issues regarding formation of authorized supply chains in international trade with reference to the World Customs Organization (WCO) standards and specific aspects of customs administration. The paper is evaluating the WCO imperatives and modern information technologies used...
Proceedings Article
The Influence of Entrepreneurial Leadership on Active Following Power in Engineering Informationization Projects
Jiaxin Lv, Yuan Ni
With the advent of the Industry 4.0 era, big data and information system development (ISD) have become important forces for corporate innovation. However, the existing literature does not clearly explain how to improve the team’s follow ability through ISD and what leadership styles can be effective...
Proceedings Article
Analysis on the Influencing Factors of Blood Donation Willingness of College Students in Beijing from the Perspective of Public Management
Longming Shen, Di Ma
China implements a system of voluntary blood donation, mobilizing citizens to donate blood actively, maintaining blood bank inventory, and ensuring the normal operation of the medical system is an important part of the government's public management. College students, as the main force of the blood...
Proceedings Article
Comparison and Analysis of the Composition of the Teaching Staff for Training Master's Degree in Audit
Peiyuan Niu
Based on the focus on the cultivation of Master's degree in auditing, data on full-time teachers from 50 training units nationwide were collected. A comparative analysis was conducted on the full-time teacher teams of different training units from dimensions such as size, age structure, professional...
Proceedings Article
Problems and Realization Path of Intelligent Education in Chinese Universities
Nan Qin
The development of intelligent education, on the basis of the deep integration of modern information technology and education, is crucial to improve the quality of higher education in China. Intelligent education has received increasing attention in recent years and has been carried out in Chinese universities...
Proceedings Article
Influence of Characteristics of Volunteer Service Projects on Assessment from the Perspective of Big Data
Qi-An Wang, Yu Lv
Since the first China youth volunteer service project contest (CYVSPC) in 2014, a large number of project related data have been accumulated. These data describe the development of volunteer service and are rich in valuable historical experience. Based on the data of the 5th CYVSPC, this study aims to...
Proceedings Article
Analysis of the New Model of Academic Education Management of College Students in the New Era Based on Data Mining Analysis
Shan Wu
With the combination of the Internet and the education field, online learning has become the preferred choice for learners, and also provides the convenience for learners to watch anytime and anywhere, as well as to watch recorded lectures, without being restricted by location and time. Since the entire...