Atlantis Highlights in Computer Sciences
2240 articles
Proceedings Article
The Concept of Decision Support in Evaluating the Functional State of Complex System of the Biological type
Rashit Nasyrov, Nafisa Yusupova, Rustem Zulkarneev, Alexandr Kruzhkov
The aim of the work is to develop a conceptual approach to decision support in assessing the functional state of a complex system of biological type. The definition of the functional state and the basic principles of its evaluation for complex systems of biological type on the basis of system representations...
Proceedings Article
The Establishment and Analysis of the Evaluation System of Target Students’ Subdivision Group in Colleges and Universities Based on Ideal Point Algorithm
Xin Zhao, Wei Guo, Yongli Lu, Tao Guo
Aiming at the problem of target student source segmentation in Colleges and universities, this paper establishes a segmentation group evaluation system, selects candidate segmentation groups through comparative analysis, and uses ideal point algorithm to get the best segmentation group. Through the analysis,...
Proceedings Article
Chinese Financial Comments Sentiment Detection Based on the Bert-TCN Model Based on HowNet Disambiguation
Linhan Xia
The introduction of investor sentiment index has set an important milestone in quantitative research within the financial industry. The index became a powerful tool for extracting insights from investors’ opinions about future financial markets. In order to solve the problem of ambiguity in Chinese financial...
Proceedings Article
Cognitive Diagnosis for Programming Domains
Yongfeng Huang, Kaiyuan Wang
Cognitive diagnosis plays an important role in intelligent educational scenarios as a method that can reveal students’ knowledge mastery. Existing cognitive diagnostic methods are mainly applicable to objective questions in core subject areas (e.g., mathematics); however, in the field of programming,...
Proceedings Article
Intelligent Contract Design of Enterprise Annuity Management Based on Blockchain
Jiaxi Liu, Xiaohan Huang, Liang Chang
Traditional annuity businesses have some problems, such as multi-agent trust crises, low transaction process efficiency, and difficulty guaranteeing data security. In view of the above problems, this paper introduces blockchain technology into enterprise annuity management, analyzes the annuity process,...
Proceedings Article
Time efficiency analysis of parallel programs on Liquid Haskell
Yu Daiki, Shinya Nishizaki
In this study, we focus on parallel programming in the purely functional language Haskell and try to analyze the execution time statically. Liquid Haskell is a program verification tool that integrates refinement types into the Haskell programming language and relies on SMT solvers for verification....
Proceedings Article
Application of Correlation Analysis and Cluster Analysis in Teaching Reform for Big Data Course
Jianhua Zhang
According to the needs of big data course teaching reform, Using IBM SPSS as the tool, BNUZ has carried out the correlation analysis and the cluster analysis on the data samples of the big data courses in recent three years. The results of qualitative and quantitative analysis are conducive to correction...
Proceedings Article
Research on the construction of a knowledge graph of COVID-19 based on Chinese medicine prescriptions
Shiwen Wang, Jin Liu, Mingxue Li
In order to explore the method and general steps of knowledge mapping for mining the prescriptions of novel coronavirus, and to verify the applicability of knowledge mapping in the diagnosis and treatment of novel coronavirus. In this paper, we collected 75 TCM prescriptions published by national and...
Proceedings Article
J-WS: A Hybrid Unsupervised Mining Approach for Customer Segmentation in B2C e-Commerce
Muhammad Azry Bin Ali, Fang-Fang Chua, Amy Hui Lan Lim
Nowadays, with the use of technology and the Internet, it is easy to start a business, more specifically an e-commerce business. However, maintaining a consistent sale and having returning customers can prove a challenge as most businesses rely on new customers for profits and does not generate a reliable...
Proceedings Article
Stock Trading Strategy Developing Based on Reinforcement Learning
Zeyu Xia, Mingde Shi, Changle Lin
Reinforcement learning has achieved superhuman performance on many sequential decision-making problems, but only very few works are done on applying reinforcement learning to market trading. In this study, we take the stock trading problem as an Markov decision process, and applied PPO algorithm to solve...
Proceedings Article
Green Total Factor Productivity of China’s Construction Industry: Based on the SBM-GML Model
Yi Song, Huolong Bi, Yi Qu
The construction industry plays an important role in China's national economy, and belongs to the industry with high pollution and high energy consumption. It is necessary to calculate the green total factor productivity of construction industry (GTCI). Based on the panel data of 30 provinces in...
Proceedings Article
Correlations between Logistics and Infrastructure Digitalization and Gross Domestic Product Size
Natalia Alekseeva, Larisa Voronova, Nadezhda Grashchenko
The life of a contemporary person acquires a new quality due to smart solutions, hence the issue of what affects the appearance of smart solutions and what impact smart solutions have on economic activity indicators is relevant. The paper is aimed at identifying correlations between urban logistics and...
Proceedings Article
Research on the Promotion Effect of Additive Manufacturing Technology on Mechanical Drawing Course of Vocational Education
Meiqin Liang, Shang Wang, Meiyun Liang, Han Qin, Yajuan Zhang, Haonan Xu, Xinyu Wei
The long-standing problem in the teaching of Mechanical Drawing is the low level of learning motivation. In order to solve this problem, the research group deeply analyzed the examination results of the previous students and put forward a teaching reform method of integrating additive manufacturing technology...
Proceedings Article
Construction of Mathematical Relationships and Software Implementation of a Simulation Model of the Behavior of Components of the Musculoskeletal System of a Person
Alena Nikonova, Rashit Nasyrov
The article is devoted to the creation of a software tool for modelling the behaviour of the components of the musculoskeletal system using the example of segments of the spine using the Orne-Liu formalism. A system of differential equations is written that describes the movement of the components of...
Proceedings Article
Heterogeneous Corporate Social Responsibility, Technological Innovation and Firm Performance - the Moderating Effect of Environmental Regulation
Fenghai Zhang, Jingli Xu
Based on the stakeholder theory, we take the data of listed companies on the main board of Shanghai and Shenzhen from 2014 to 2020 as the object to study the relationship between heterogeneous social responsibility and corporate performance, and examine the mediating role of technological innovation...
Proceedings Article
Data Acquisition Using IoT to Monitor Coal Mining Environment
G Savitha, N A Deepak, D J Deepak
Coal is one of the most important non-renewable resource which contributes to majority of power production and used in many industries. The study here presents an innovative, efficient method needed to increase the mining productivity and reduce costs while also considering worker safety. In underground...
Proceedings Article
A Pilot Study of a Blended Learning Model Based on Blue Pigeon Language Platform Affecting Students’ Engagement
Xiaoyan Zhao, Fang Yue, Wenfei Zhao, Wenxuan Ren
Student Engagement is considered a strong predictor of learning outcome and a predictor signifying the continuous existence of learning process. However, few studies investigate effective teaching methods to raise university students’ engagement effectively in a blended learning environment. In this...
Proceedings Article
Research on Organizational Effectiveness Evaluation Model of Internet Enterprises with High Resilience Energy Based on Multiple Integrations
Jiaxu Cheng, Wenxuan Li, Jingce Xu, Jian Zhao, Youzi Wang, Yan Chang, Bingxin Zang, Weixuan Meng, Hualei Zhang, Xuesong Wang, Xin Li, Jiaxu Cheng, Gaoqi Dai, Wenhao Zhu, Jiaping Han, Lanjun Xu, Liyu Xia, Lichun Sun, Xinsheng Zhang
This paper summarizes the relevant theories of efficiency evaluation Indicators and methods, the research constructs the energy Internet enterprise organization operation effectiveness evaluation model, puts forward the energy Internet enterprise organization operation effectiveness evaluation of application...
Proceedings Article
Application Architecture of Accounting Information and Auditing System Based on Blockchain Technology and a Private Data Sharing Technology
Beijia Zhong, Minjia Du, Sirui Huang, Jiawei Qian
Under the background of informatization and intelligence of financial management, the accounting information and auditing system based on blockchain technology has improved the quality of financial information. It is possible to explore the use of the blockchain technology as a basis to solve the information...
Proceedings Article
Comparative Analysis of Machine Learning Algorithms for Cervical Cancer Prediction
Ireddi Rakshitha, Thokala Vasisri, Mayaluri Anusha, M. Sucharitha
Cervical cancer constitutes a significant public health concern and early diagnosis plays an important role in the patient’s recovery. In this study, we investigated the utilization of various algorithms in machine learning to predict cancer with best accuracy. The objective of the paper is to identify...
Proceedings Article
Pandemic-Related Media Coverage in Overseas Chinese Media Based on Big Data Analysis: A Case Study of “oushi 1983”
Nan Dai, Yujie Guo, Miao Wang
Under the background of the big data era, analysis and processing technology based on big data has given birth to new methods of humanities research. Taking the reporting practice of overseas Chinese media during the COVID-19 pandemic as the research object and the new media platform “oushi 1983” of...
Proceedings Article
A Meta-learning Approach to Recommend the Meta-heuristic Algorithm Based on Instance Features
Jianshuang Cui, Fan Yang
This paper studies a framework for implementing meta-heuristic algorithm selection based on meta-learning approach, which is used to recommend the most suitable meta-heuristic algorithm for different problem instances instantly. Therefore, a small sample of instances for capacitated vehicle routing problem...
Proceedings Article
Contemporary condition and development prospects of international logistics in the post-sanction period
Valentina Vladimirovna Negreeva, Milana Beslanovna Soultygova, Olga Evgenievna Medvedeva, Alexandra Viktorovna Filimonova
International logistics in Russia underwent enormous changes in 2014, after the introduction of economic sanctions. In connection with the current situation on the international market, Russian logistics has faced a large number of problems that need to be addressed for its further development. One of...
Proceedings Article
Modeling and analysis of the social network of Dream of Red Mansions based on natural language processing
Yueming Liu, Chiawei Chu, Jiaheng Yang, Haokai Deng, Yifeng Hua
With the development of machine learning technology gradually deepening, the research and application of relationship mapping has also made great progress. Therefore, the analysis of character relationship mapping using social network model breaks the limitation of the traditional storage medium of character...
Proceedings Article
Increasing Security of Telemedicine Service
Marat Bogdanov, Dajan Nasyrov, Aleksander Dumchikov, Artur Samigullin
The paper is about the improving the safety of telemedicine services that carry out the diagnosis of cardiovascular diseases on ECG. There are 2 deep learning methods (Multilayer Perceptron and Recurrent Neural Network), 14 machine learning methods (Naive Bayes classifier for multivariate Bernoulli models,...
Proceedings Article
Constructing a Student Mental Health Education Platform Based on Virtual Reality Technology - Value and Practical Pathways
Dan Liu
The construction of a student psychological education platform based on virtual reality technology aims to provide a psychological intervention tool that is more adaptable to students’ cognitive and social lifestyles in the information society. The research is based on a prototype development process...
Proceedings Article
China’s Ganyue Canal Construction: Forecast and Analysis of Its Transport Demand Based on Large Data
Xiaojie Liang, Siyuan Wang, Ling Sui, Qilong Huang
The Ganyue Canal directly connects the water systems of the Yangtze River and the Pearl River. This important link immediately benefits the economy and industrial development of the Jiangxi and Guangdong provinces and has a direct and significant impact on the waterway cargo transportation. This paper...
Proceedings Article
Research on New Investment Demand Forecast of Power Grid Company After Investment Interface Extension
Keyao Lin, Juhua Hong, Linyao Zhang, Zhenda Hu, Lin Liu, Xiaofeng Li, Yangzi Chen
By extending the investment interface, power grid companies increase investment in business expansion projects, which not only effectively improves market share and customer satisfaction, but also supports economic and social development. However, after the extension of the investment interface, the...
Proceedings Article
Research on the Openness of Regions Along the Belt and Road Based on Machine Learning
Taking Liaoning province as an example
Nan Wang, Feng Li
The “Belt and Road” project has not only brought Liaoning province a major opportunity and challenge to revitalize its old industrial base but also a brand-new pilot free trade zone. In order to measure the degree of openness of cities in Liaoning province since the establishment of the pilot free trade...
Proceedings Article
Research on the Evaluation Model of Mobile Application
Fengyang Liu, Honglei Xu, Zhaoxi Wang
With the development of mobile Internet and the peak of user growth, mobile application development has shifted from brutal expansion to refined operation. In order to better adapt to mobile application development and user needs, this paper constructs a comprehensive product development evaluation system...
Proceedings Article
Generation and Optimization of Ideological and Political Teaching Learning Route Based on Evolutionary Algorithm
Yangguanqi Guo, Jialu Peng, Wenjin Zhu
Ideological and political education is an important knowledge point in China's higher education, which covers the whole process of higher education teaching, and is an important institutional carrier for universities to cultivate socialist successors. At present, great achievements have been made...
Proceedings Article
Research on the Development Status of Hot Spring Tourism Resorts in Northern Guangdong Mountainous Areas from the Perspective of Data Footprint
Xinlei Wu
In the era of experience economy, tourists attach importance to experience satisfaction, and will truly feed back and share tourism consumption feelings and evaluations through online tourism platforms. The hot spring industry in Guangdong has developed early and has a large scale, accounting for a large...
Proceedings Article
A Research and Practice on Real Time Interactive Campus Virtual Idol Live Broadcasting
Yiqiang Jin
In response to the problems of “real-time interactivity” and “insufficient education” in campus virtual idol live streaming, the paper conducts a research and practice on real-time interactive campus virtual idol live streaming, exploring the use of combining optical motion capture and inertial motion...
Proceedings Article
Energy Improvement District: case from Polytechnic University
Yury Nurulin, Inga Skvortsova, Elena Vinogradova
The study addresses to harness the full energy savings potential of existing city's structures, to elaborate holistic strategies that integrate sector-based approaches, and to engage energy consumers in strategic energy planning for energy improvement district (EID). The article presents results of a...
Proceedings Article
Providing Functional Safety of Hardware-Software Complexes as Mandatory Condition of Forming Digital Eco-Environment at Innovative Project Implementation
Vladimir Gvozdev, Alexander Levkov, Darya Blinova, Nicholas Rovneyko, Aliya Davlieva
A key part digital eco-environment plays at the implementation of innovative projects brings about qualitative changes of requirements towards the functional safety of hardware-software complexes. The paper dwells upon the issues of increasing the functional safety of hardware-software complexes by means...
Proceedings Article
Folk cultural tourism sustainable development strategy based on ROST CM6 text analysis —— An Empirical Case of Xijiang Qianhu Miao Village
Yanhong Liu, Jieyu Liang, Yu Cao, Jun Yuan, Xiang Li
Under the background of economic and cultural integration, combining folk culture with the tourism industry for brand management will promote the sustainable development of the local tourism industry. Through obtaining 2011 online comments from Ctrip and hornet's nest, selecting top 60 high frequency...
Proceedings Article
Research on the Influence Mechanism of Users' Continuous Use Intention of Augmented Reality Branded Application
Shenglan Yang, Yumeng Zhao, Cong Wang
In recent years, with the development of augmented reality technology, the branded app has further derived with augmented reality function focusing on consumer experience, which has been widely preferred by consumers. At the same time, it has also become a new way for brand enterprises to communicate...
Proceedings Article
Customer Churns Prediction Model Based on Machine Learning Techniques: A Systematic Review
Venkata Pullareddy Malikireddy, Madhavi Kasa
The customer churn prediction model is required by many companies to predict the risk of customer churn and take necessary actions to prevent churn. Recently, machine-learning techniques are highly applied in customer churn prediction. In this paper, machine learning-based models are applied to the customer...
Proceedings Article
Research on Tourism Image Perception of Naozhou Island in Zhanjiang Based on Network Text Analysis
Jinfeng Zhong, Shipeng Li
At present, China still has many islands with rich tourism resources but lagging in tourism development, and most of them do not have a particular tourism image. Studying tourists’ perception of island tourism is of great significance for constructing a differentiated tourism image. With the development...
Proceedings Article
Research on Traffic Organisation Design Strategies for Commercial Buildings Based on Depthmap and MassMotion
Langjie Xiao, Daina Zhang, Wei Cheng
In order to quickly predict people distribution and traffic behavior in commercial buildings and further provide the quantitative basis for traffic organization design, this paper presents the analysis of Pedestrian Clustering and Pedestrian Density under selected circulation spaces of a shopping mall...
Proceedings Article
Deep Learning - Based Forecasting of Task Failures in Cloud Data Centers
P. Bharath Kumar Chowdary, Ameti Sadhana, Chintamaneni Mahalakshmi, Kamala Priya Vege, Kalakata Yagna Reddy, Srija Tulasi
A cloud data center empowers organizations to improve their performance, scalability and security by providing tools to store data and the infrastructure required to run applications. Its main objective is to provide high service reliability and service availability. But the lack of proper hardware and...
Proceedings Article
PlaySafe: A Digital Rights Management System for Media Content Consumption
Calvin Yee Keen Lau, Fang-Fang Chua
Digital right management (DRM) is widely used by online streaming service provider that allows them to manage and control the access rights of their copyrighted content. The existing DRM technology requires the developer to gain approval from the DRM provider company in order to access to their proprietary...
Proceedings Article
Analysis and Research on Gamification Teaching Strategy Used in C Language Programming Course
Yuan Cui, Li Tao, Dujiya Bao, Ri Hai
C programming language is an important bridge to realize software and hardware development and other engineering applications. In order to enhance students’ interest in professional learning and cultivate their practical ability and innovation consciousness, we integrate the gamification teaching strategy...
Proceedings Article
The Impact of FDI on Technological Innovation
Empirical Analysis Based on Panel Data of 31 Provinces in China from 2010 to 2019
Linying Li
In the context of globalization, China is one of the countries that attracts the most foreign investment. Based on the panel data of 31 domestic provinces in China from 2010 to 2019, this paper uses a random fixed-effects model to analyze the impact of FDI on the country’s innovation capacity and proves...
Proceedings Article
Intelligent Decision Support in Complex Socio-Economic Systems
Nafisa Yusupova, Aygul Agadullina, Tatyana Naumova, Ekaterina Sazonova, Olga Smetanina
This article considers problems of organizing decision-making support for improving psychophysical readiness of persons for professional activity. Current state of the art, data properties used for the analysis and their features are presented. Classification signs of labor activity, classification of...
Proceedings Article
Research on the effect of financial subsidies on firm performance: Based on the mediating effect of R&D investment
Jing Liu, Zhiling Le
In recent years, small and medium-sized enterprises have made important contributions to promoting economic development. As a favorable measure for the government to encourage innovation, financial subsidies are of great significance to ease the financing difficulties of enterprises. The data of manufacturing...
Proceedings Article
The Integration of Modern Technology and Elementary School Teaching Management in the Context of “Double Reduction”
Ketao Huang, Jun Wang, Hejin Wang
With the promotion of double reduction policy, elementary school teaching management is facing new challenges and opportunities. This paper discusses the thinking of elementary school teaching management under the background of double reduction with the support of modern technology. Firstly, the background...
Proceedings Article
Spatialisation of GDP based on NPP-VIIRS night lighting and urban utilization
Censhan Gao, Junhan Li, Tengyue Wu, Runjie Wang, Jie Wang, Haolin Chen, Yutong Jiang
Spatialisation of Gross Domestic Product combines GDP data with geospatial information can be used to visualize economic differences between regions. It allows for objective evaluation of economic disparities and can aid in identifying areas for targeted development. Besides, a city's economic level...
Proceedings Article
Combining SATI and SPSS analysis to study the status of the cultivation of critical thinking in English teaching in China
Fang Yue, Hamidah Mohd Ismail, Huichun Ning, Wenxuan Ren, Jingjing Shi
With the liberalization of information release and the accelerated speed of dissemination, information overload and its inauthenticity have become a problem that plagues people’s effective use of information. Critical thinking can support the development of information literacy. By using critical thinking,...
Proceedings Article
Data Collaboration Model for Nuclear Power Business
Hui Zhang, Siqi Jin, Wei Dong, Menghao Han, Zhenyan Ji
To unify different departments, business systems and terminal protocols in nuclear power business, data collaboration technology and distributed data storage are introduced to realize intelligent collaboration between cloud servers and edge nodes with the help of edge-cloud collaboration, which can break...
Proceedings Article
The Spread of TikTok’s Influence Worldwide from the View of the SIRO Model
Yijia Wang
TikTok is the most downloaded short video platform in the world which brings a significant negative impact on adolescents. Furthermore, there is a substantial similarity between the spread of TikTok’s influence and the spread of the epidemic. Based on this fact, we can model the spread of the TikTok’s...
Proceedings Article
A study on the continuous usage intention of an online education system for students of art colleges
A case study of Beijing Institute of Fashion Technology based on the model of continuous use expectation of information systems
Yang Xi, Mingxin Tian
The purpose of this study was to investigate factors influencing students’ satisfaction and continued intention to use online learning systems in art schools based on the PST theory. We developed and tested a model extending the ECM-IT model using structural equation modeling. The results showed that...
Proceedings Article
Research on the Psychology of Art Students in an Intelligent Online Learning System
Jiayao Li, Li Liu, Yuntao Zou, Yuhui He
Although the restrictions of the COVID-19 have been lifted at present, financial instability and the uncertainty of future careers continue to have a sustained impact on the psychological well-being of college students in the post-pandemic era. To promote early anomaly detection and timely guidance for...
Proceedings Article
Sheet metal material resources management in internal supply chains of engineering enterprise
Artyom Smirnov, Vladimir Kobzev, Stanislav Skvortsov
Improving the economic efficiency of industrial enterprises and ensuring their sustainable development depend, in particular, on the using of material resources management tools (MR) based on the principles of lean production using information technology. At the same time, the research of internal supply...
Proceedings Article
Women Healthcare Mobile App-An Approach to Predict Early Stage of Cervical Cancer
R Chanukotimath Naveen, K Asha, G Keerthi Prasad, G M Manjula
Most of the woman nowadays is ending up their life at middle age between 35-50 years, reason they are suffering from Cervical related cancer tumours. Many women are unaware of having cervical related cyst in the early stages. A survey was conducted on classifiers such as Decision Tree, Multilayer Perceptron,...
Proceedings Article
Research on the Investment Decision Model of Power Grid Enterprises Based on Neural Network Method
Chaoyang Li, Guangchao Qian, Lei Shi, Yi Gao, Yongli Wang, Bo Yuan
In the context of "new infrastructure", in order to enable power grid enterprises to better make investment decisions, this paper proposes a model based on neural network method, which can effectively improve the economic, social and environmental protection benefits of power grid enterprises'...
Proceedings Article
Prediction of cigarette production in China based on Exponential Smoothing
Linsheng Ma, Jingyi Wang
As a kind of traditional industry in China, tobacco plays an important role in many industries in China. The importance of brand building has been reflected incisively and vividly in today's commercial society. A good brand has immeasurable value. However, most of China's cigarettes lack awareness...
Proceedings Article
A Corpus-Based Study on Liu Yukun’s Translation Style as Reflected in Folding Beijing
Yuting Chen, Wei Gong
Folding Beijing, written by Hao Jingfang and later translated by the famed science fiction writer Liu Yukun (also known as Ken Liu), has been a hit overseas, promoting the spread of Chinese culture and winning the Hugo Award for Best Novelette in 2016. This paper will take Liu Yukun’s translation as...
Proceedings Article
A Frame Work Designing for Deep Fake Motion Detection using Deep Learning in Video Surveillance Systems
Srikanth Bethu, M. Ratna Sirisha, C. Kothai Andal, R. Gayathri, H. Chandramouli, R. Aruna
This exploration centers around constant perception of items in a given setting, which prompts a rundown of the ways of behaving or connections of the things. Because of the absence of time for robotized checking and examination, an administrator should watch a lot of video information in time with complete...
Proceedings Article
Research on Social Public Governance Method Based on Intelligent Prediction Algorithm
Xiao Chen, Wenjing Huang, Lin He
The problem of social public governance has become an important content of attention. The multi-objective optimization problem of minimizing the incremental cost of public governance input and maximizing the incremental benefit obtained is related to the development of social public governance. In response...
Proceedings Article
Exploring the Landscape of Financial Deep Learning: Models, Applications and Future Directions
Qin Wang, Mary Jane C. Samonte
With the rapid development of artificial intelligence and financial technology, the application of machine learning, especially deep learning, in the financial field has aroused strong research interest. In order to explore the application field of financial deep learning, the literature of financial...
Proceedings Article
Fuzzy Controllers for Position Control Electro-Hydraulic Actuators
Ruslan Sharipov, Arsen Mesrpyan
This paper describes fuzzy controllers of an electro-hydraulic actuator in the control loop. The aim of research is to reduce steady-state error and a time response as short as possible. The electro-hydraulic actuator mathematical model is design taking into account the functional jet pipe servo-valve....
Proceedings Article
A Study on the Impact of Inter-firm Trust on Value Co-creation in Manufacturing Firms
Guibin Yang, Puhao Yang, Yanrong Chen
Based on social exchange theory, organizational learning theory and other related theories, this paper further analyzes the relationship between inter-enterprise trust, dual learning, knowledge base compatibility and value co-creation based on the characteristics and practicality of manufacturing enterprises,...
Proceedings Article
Using SPSS and AMOS to Study the Influencing Factors and Mechanism of Healthy Consumption Lifestyle
Yanbing Liang
The report of the 19th National Congress of the Communist Party of China (CPC) put forward the implementation of the “Healthy China Strategy”, which calls for the promotion of healthy and sustainable lifestyles. The research on health consumption behavior has attracted much attention in academic circles,...
Proceedings Article
Research on Tourists Characteristics Based on Big Data Analysis in Cultural Tourism
Siwei Dong, Shan Lu
Due to the fierce competition in the cultural tourism market, it is very necessary for tourism enterprises to accurately grasp the characteristics of tourists. In technological contexts, the continued development of information and communication technologies has enabled travel enterprise to gain in-depth...
Proceedings Article
Research and Practice on the Cultivation of Autonomous Learning Ability of Higher Vocational Students Based on Blended Teaching of Digital Learning-A Case Study of Analysis of Preparation in TCM
Yan Zhu, Jiao Feng, Qingyang Liu
The cultivation of students’ autonomous learning ability is the key of improving classroom efficiency. With the rapid development of information, in order to adapt to the new characteristics of the times, it is important for college students to adjust their learning style and method as soon as possible....
Proceedings Article
The Economy and Possibility of Energy Community in Finnish Solar Energy Production
Juha Korpijärvi, Riikka Tanskanen
The amount of solar energy production in the electricity distribution networks is increasing. This is due to technology conventionalisation, which in turn has led to solar panels becoming more affordable. The aim of this study was to analyse real-life, domestic electricity consumption to determine whether...
Proceedings Article
Emerging Crop Traceability Systems in Smart Farming: A Review
Ummul Hanan Mohamad, David Wong You King, Muhammad Arif bin Riza, Mohammad Nazir Ahmad
Traceability is the ability to retrieve the history, use, location or activity of an identified item, hence crop traceability system is a system that provides unique identification to the crop and tracks all information from the seed until the end product in the market. Crop traceability is beneficial...
Proceedings Article
Application Research of Simulation Technology in Vocational Education Technical Skills Competition
Shang Wang
During the preparation of the technique and skills competition, the students encountered the problem that the mechanical properties of the beam could not be measured experimentally. In order to solve this problem, the research team proposed the idea of simulation using finite element modeling. The students...
Proceedings Article
Tsing XiaoAI: A Digital Teacher in Virtual Environment
Jiahao Li, Wai Kin Victor Chan, Ke Fang
Digital humans have become a significant area of focus in the fields of computer graphics and human-computer interaction research. In this context, we propose a technical framework for the implementation of digital teachers in virtual teaching environments. To evaluate the effectiveness of our design...
Proceedings Article
Do corporate green commitments promote green investments?
Hongwei Cheng, Dingrui Dong, Yi Feng
With the development of the international green commitment movement, an increasing number of companies have begun to respond to the green commitment trend. However, a crucial concern arises: corporate green commitments might become "greenwashing," lacking real implementation. The mismatch between...
Proceedings Article
Research on E-Sports User Preferences and User Characteristics of Student Groups in Anhui Province
Ling Yuan, Shanhui Sun
Electronic Sports (E-sports) is a competition of intelligence and physical strength between people using electronic equipment as sports equipment. At present, e-sports competitions have become an official sports event, and are no longer synonymous with unprofessional work. E-sports will be a business...
Proceedings Article
Study the Relationship Between LULC, LST, NDVI, NDWI and NDBI in Greater Arba Minch Area, Rift Valley, Ethiopia
Muralitharan Jothimani, Jagadeshan Gunalan, Radhakrishnan Duraisamy, Abel Abebe
The present study aimed to extract the LST and analyses its relationship with land-use/land cover and normalized difference vegetation index (NDVI), normalized difference water index (NDWI), and normalized difference built-up index (NDBI) in the greater Arba Minch, Rift valley, Ethiopia. The study was...
Proceedings Article
Research on the Two-path Influence of Employee Feedback Orientation on Feedback Seeking Strategy Under the Framework of Cost-value Based on Structural Equation Model
Fang Yu, Shaoyi Cheng, Zhen Yu, Yingyu Wu
Based on the prospect theory, a dual-pathway model of employees' feedback orientation on their feedback-seeking strategies is constructed, and the theoretical hypothesis is empirically tested by structural equation model. The results show that the feedback orientation is significantly positively...
Proceedings Article
Informatization Construction of Chinese International Education under the Internet Background
Jiling Cai
The combination of Internet + education can enhance the innovation and creative of the education industry, and form a new form of Internet + education development. Using information and network platforms to integrate the Internet with international Chinese language education, and using the advantages...
Proceedings Article
Quadrotor Angle Stabilization using Full State Feedback by Partial Robust Pole Assignment Method: Pole Retention
Mustafa Saraoğlu, Klaus Janschek, Andrey Morozov, Mehmet Turan Söylemez
Quadrotor also referred to as quadcopter has an increasing reputation nowadays as a practical rotorcraft and an unmanned aerial vehicle (UAV). The high number of degrees of freedom makes stability a serious issue as well as a performance criterion. Although, many different methods and strategies of control...
Proceedings Article
Developments and cutting-edge themes in the field of education research since the handover of Macau
-- CNKI-based bibliometric analysis
Hanxiang Gong, Xi Wang, Baoxin Chen, Jinghua Li
The aim of this study is to provide a comprehensive understanding of education research in Macao since its return to China and offer guidance and foundations for the development and improvement of education in Macao. Utilizing the CNKI database, a literature analysis was conducted to gain a comprehensive...
Proceedings Article
Development of Logistics Hubs in Case of Intensification of International Cargo Traffic via the Northern Sea Route
Elena Schislyaeva, Sergey Barykin, Egor Kovalenko, Sergey Schislyaev
The article uncovers the value of Northern Sea Route (NSR) for the Russian Federation and focuses on study of its prospective development as an international transportation corridor. The possibility of development of the consistent logistics system to unify all available resources of the Russian Federation...
Proceedings Article
Visual analysis of children's willingness knowledge map based on CiteSpace
Jiaqi Jin, Junyong Wang, Fankai Kong, Zhiyang Chen
Objective To analyze the research intention of children in the past 10 years. Methods The literature search of CNKI, Wanfang and Weipu database with "children's pension" was set from December 201 to January 2021. CiteSpace software was used to visually analyze the research status, hotspots...
Proceedings Article
Research on Industrial Structure Optimization of Chongqing Under Low-Carbon Economy
Chunmei Liu, Wen Bao
Low-carbon economy has become the only way for sustainable development in China, Low-carbon economy promotes and realizes the optimization of industrial structure has become a hot research. This paper selects eight indicators in Chongqing from 2011 to 2020: energy intensity, the province’s forest coverage...
Proceedings Article
A Design of Highly-Secured Map Chaotic Encryption Scheme for VANET Communication
S. Christalin Nelson, Ram Karan Singh, G. L. Prakash
In the realm of wireless communication, Vehicular Ad Hoc Networks (VANETs) confront security vulnerabilities, necessitating the adoption of an encryption method that ensures efficient and secure communication. VANETs typically rely on the group key agreement model for security, but this approach proves...
Proceedings Article
A Statistical Framework for Evaluation of Graduate Student Leadership Training Based on Entropy Method in the Context of New Engineering
Xun Wang, Hai Pan
Economic development and education have placed new demands on graduate education, especially leadership training. China proposes that universities should accelerate the construction and development of new engineering disciplines. In order to solve the above problems, this study conducted a questionnaire...
Proceedings Article
A Survey of Deep Reinforcement Learning in Financial Markets
Ying Yu
This paper surveys the application of reinforcement learning (RL) in stock price prediction, highlighting its potential and limitations. We explore how RL can be used to optimize trading strategies, manage investment risks, find arbitrage opportunities, and predict trends. The review classifies research...
Proceedings Article
A blockchain-based quality management framework for fresh product in the context of digitization
Jingyi Song
In the context of digital transformation, enterprises are undergoing rapid industrial transformation and upgrading, leading to an increasing emphasis on information sharing and data security. This is particularly crucial in the fresh agricultural products industry, which directly impacts human health...
Proceedings Article
Research on “School-based Characteristic” Mixed Teaching Mode in Higher Education Under the Background of Informatization Education
--Taking University Physics Experiment Teaching as an Example
Jing Zhang
Under the promotion of teaching reform in the background of informationization, the teaching mode of higher education has been greatly impacted. In order to meet the needs of the information age for the cultivation of talent quality, the model of teaching and learning in higher education needs to continue...
Proceedings Article
Study on the Development Status and Influencing Factors of Traditional Chinese Medicine Service Ability in Jilin Province Based on Logistic Regression Algorithm
Yanyin Cui, Fang Xia, Shuqing Xing, Jingshuo Liu
Objective from the perspective of doctors’ perception and institutional development, the current situation and influencing factors of the development of Traditional Chinese Medicine service ability in Jilin Province were analyzed to provide a reference for the targeted development of primary health care...
Proceedings Article
Improving Language Learning Performance Using Multimodal Dialogue Systems
Zhenyu Wu, Zhiyang Ding, Zhaowei Zhang, Yanqin Mao
Learning a language poses a significant challenge for learners, who must comprehend the intricacies of language and analyze the relationships among its components. While computer technologies have been developed to assist language learning, they fail to mirror the human cognitive process. This paper...
Proceedings Article
Predicting Invasive Ductal Carcinoma by Using Deep Convolutional Neural Network
Shuaipeng Dong
Due to the nature of Breast Cancer, it is challenging to make correct diagnosis based on histopathology images. And it is crucial to make early diagnosis for a complete cure. In this paper, a Neural Network algorithm was proposed to train on sets of breast histopathology images. Based on Convolutional...
Proceedings Article
The Influence Mechanism of Humble Leadership on Employee Helping Behavior: A Moderated Mediation Model
Jin Wu
Based on social cognition theory and social exchange theory, this paper constructs a model of the relationship between humble leadership and employee helping behavior, and discusses the mediating role of employee psychological security and the moderating role of defensive regulatory focus. On the basis...
Proceedings Article
Issues of Improving the Accuracy of Demand and Sales Forecasting Using Decomposition of Components and Fuzzy Error Estimation
Leonid Mylnikov, Dmitrii Vershinin, Artur Mikhailov
The efficiency of production and sales systems focused on public markets and the enlargement of variable parts of the orders depends on the accuracy of demand and forecasting and planning of production volumes. To tackle the problem of improving the forecasting accuracy of time series in this paper we...
Proceedings Article
Extracting Explanatory Information from LSTM for Binary Classification of Time Series Data for Intrusion Detection
Noriyoshi Ozawa, Shigeki Hagihara
In this study, we constructed a method for obtaining information that explains the classification results of a long short-term memory (LSTM) trained as an intrusion detection system (IDS). The LSTM learns two types of information: information about system accesses at each time point and time series information...
Proceedings Article
A Study on the Path to Reducing Tesla’s Transaction Exposure in China—Base on Hedge Models
Yao Jia
Transaction exposure is a large risk for a multinational company. It measures gains or losses that arise from the settlement of existing financial obligations whose terms are stated in a foreign currency. The capacity at Tesla’s Shanghai factory is going to reach 550,000 in 2021. With such a huge capacity...
Proceedings Article
A Portable Electronic Field Production of Live Broadcasting System for Campus Events
Jing Liang, Guang Liu
The development of technology has made live broadcasting an important way of social interaction with people in contemporary society. The campus activities of colleges and universities are also upgraded and innovated through live broadcast technology. Various campus activities such as small and medium-sized...
Proceedings Article
Disclosure of Intellectual Capital by Digital Companies
Larisa Kokh, Yuriiy Kokh, Veronika Prosalova
The main purpose of the article is to define the essence of intellectual capital as a multi-component factor, analyze the structure and methods of intellectual capital evaluation and assess the feasibility of disclosure of information on it to external users. On the basis of the concept of information...
Proceedings Article
CNN-Based Traffic Sign Recognition
Shin Wee Fiona Liou, Hau-Lee Tong, Kok-Why Ng, Hu Ng
Traffic signs are a crucial part of maintaining driver and pedestrian safety on the road since they are being designed to provide essential information and alerts of potential hazards. With the rapid development of Advanced Driver Assistance Systems (ADAS), traffic sign recognition is also becoming much...
Proceedings Article
Analysis of PM2.5 Influencing Factors Based on Various Statistical Methods—A Case Study of Beijing in 2021
Qing Yu
Beijing, the capital of China, is suffering from great pollution by PM2.5. In order to give suggestions to solve this problem, several studies have been conducted to explore the internal relationship between PM2.5 and other pollutants, showing different results. This paper compared different kinds of...
Proceedings Article
A regression network age estimation method with ordered anchor replacement
Tian Tan, Chunlong Hu
Face age estimation is often regarded as a regression problem, and anchored regression network is a representative regression algorithm. It selects a facial feature from each age group as an anchor point for linear regression, and then combines all the weighted linear regression results to obtain the...
Proceedings Article
A Review on Challenges and Latest Trends on Cyber Security Using Text Cryptography
Anjali, R Bharadwaj Kshiteesh, UH Rohan Koundinya, RK Varun, A. Ajina, G Prathima
In the IT sector, an important role is played by Cyber Security. Securing information has become one of the biggest challenges even today. The cybercrimes are growing enormously bit by bit and many measures are taken to prevent cyber-crimes. Despite these dealings, cybersecurity is still a tremendous...
Proceedings Article
China’s Low-carbon Index System — Based on Map Analysis and Factor Analysis of CiteSpace
Huanyu Zhang, Chaoren Lin
The low-carbon economy is an important policy for economic development that China is committed to, and it is of very positive significance to analyze its depth. In the context of such an era, China requires vigorous development of a low-carbon economy and strives to achieve the goal of “double carbon”,...
Proceedings Article
Application of Artificial Intelligence in Flower Recognition
Pingchuan Ma
This paper introduces a programmable robot with AI-oriented scratch extensions by analyzing its implementation architecture and operating procedure, and those of a corresponding mini-app for wireless configuration. It explains some typical extensions and their key building blocks, such as costume and...