Atlantis Highlights in Intelligent Systems
727 articles
Proceedings Article
Research on Financial Innovation of Logistics Supply Chain Under Blockchain Technology
Weisheng Wen, Jun Ma, Shuqin Liu, Quansi Wen, Qiufang Yu, Zhiyong Ren
Blockchain technology makes the data information of logistics supply chain system transparent. Blockchain does not allow any data to be modified or even tampered with without permission but can be traced. The logistics supply chain financial service platform built under the blockchain technology digitizes...
Proceedings Article
Development and Application of Intelligent Packaging Design under the Background of Artificial Intelligence
Chaowei Wang, Lanyu Liu, Zheng Wang
Digital technologies such as artificial intelligence and big data are transforming traditional industries, including intelligent packaging design. As the manufacturing industry develops, consumer expectations for packaging are increasing, presenting challenges for technological innovation and integrated...
Proceedings Article
Construction of Classroom Dynamic Evaluation Model based on Internet of Things
Yinling Li
With the development of computer technology and Internet technology, the current information exchange processing and analysis sharing has entered the era of big data. In the new era, the society puts forward higher requirements for students’ English learning. As the main standard to test the quality...
Proceedings Article
Research on Economic Trading System Based on Artificial Intelligent
Nachuan Guo, Jiewei Guan
Contemporary, economic trading system has been greatly enhanced by utilizing digital economic transactions technique. However, existing trading platforms require workers to dispose numerous transaction data and operate the trading behaviour in benefit-maximum time point, which need experienced traders...
Proceedings Article
E-commerce Service System for Cloud Stall Application of Big Data
Jing Liang
With the country’s comprehensive recovery of “stall economy”, the accompanying problems can not be ignored. Based on this, in the field of Internet technology and big data, e-commerce system as an online trading platform, has a pivotal role. Due to the continuous expansion of user groups and the increasingly...
Proceedings Article
Cross-Border E-commerce Payment Encryption Algorithm Model Based on Digital Currency
Zhaogong Lin, Wenlin Jiang
Based on the analysis of the traditional cross-border e-commerce payment mode, this paper finds that the traditional cross-border e-commerce payment mode is characterized by high cost and long time. Therefore, this paper uses Ripple network and digital currency to optimize the traditional cross-border...
Proceedings Article
Pre-training Extractive Question-Answer Prompts for Few-Shot Chinese Text Classification
Gaojian Ding, Shuang Zheng, Quanmin Wang
In recent years, pre-training models (PLMs) have made impressive progress, and prompt learning has made few-shot learning achievable. However, traditional prompt learning methods often require manual template design, or performance may be unstable due to the limited data in few-shot tasks. To address...
Proceedings Article
Design Study of Urban-Rural Water Supply Integration Based on DMA Zoning
Yanli Lv
The current traditional urban-rural water supply integration planning scheme mainly relies on the management platform to realize, which leads to poor planning effect due to the lack of zoning treatment of water supply pipelines. In this regard, the design of urban-rural water supply integration scheme...
Proceedings Article
Research on the Design of Vehicle-mounted Full-LCD Instrument GUI
Wang Chunshui
As a special kind of intelligent mobile device mounted in vehicle, Full-LCD instruments are replacing mechanical pointer instrument at a faster pace. The requirements of design quality of vehicle-mounted full-LCD instruments are getting higher and higher. This paper mainly studies the design problem...
Proceedings Article
Combining Big Data Analysis to Study on the Spatial Structure of the Tourism Economy in the Three Northeast Provinces of China
Fuxiang Liu, Liqin Jiang
Taking the digital economy under big data as the starting point, the article studies the network structure of tourism economy in the three eastern provinces, combining the gravitational model, social network analysis method and big data analysis method, by constructing the gravitational model to analyse...
Proceedings Article
Autonomous English Online Learning System based on Web
Jiaying Liu
With the update and development of the Internet, online English learning has gradually become the mainstream teaching method. At present, the traditional form of teaching has been difficult to meet the needs of modern education, so more and more students begin to use the network environment platform,...
Proceedings Article
Stock Price Return Prediction Based on Multifactorial Machine Learning Approaches
Xingtong Wang, Wen Wang, Shuya Zhang
Contemporarily, the combination of artificial intelligence and financial theory is a hot topic. In this paper, the multifactorial machine learning models for stock price prediction are implemented and compared after screening the effective factors. Specifically, four different linear models (OLS regression,...
Proceedings Article
Corporate Board Diversity and ESG Performance in the Context of Big Data Management
Hongyan Chen
Cloud computing, the Internet of Things, and other information technologies have become increasingly vital in the development of an intelligent society with the arrival of the big data era. In order to accomplish the transformation of business value, organizations should take advantage of cloud computing...
Proceedings Article
SSDC-GAN: Same Size Densely Connected GAN for Dehazing Network
Juan Wang, Chang Ding, Yonggang Ye, Minghu Wu, Zetao Zhang, Sheng Wang, Hao Yang, Ye Cao
Haze weather negatively impacts the quality of external image collection and requires prompt resolution. However, most current deep learning image dehazing models struggle with restoring detail and color accuracy in real-world hazy images, hindering their practical application for high-quality image...
Proceedings Article
Application of Multisensor Technology in Training
Mengran Niu
In high school sports training, through competitive sports, more diversified training of students’ physical quality, promote the all-round development of students, enrich the content of high school sports teaching, enhance the interest of high school sports classroom, stimulate and cultivate students’...
Proceedings Article
Interface design of sports app based on joint analysis method
Huang Liang, Zhou Lishi
Purpose Explore the design approach for the interactive interface of a sports app. Methods The key design elements of sports APP interface design were firstly determined by using literature research and competitive analysis method, and the element level of each key element was determined, then 16 typical...
Proceedings Article
Investment Strategy Based on LSTM Network and PSO Model
Kunqi Han, Wei Zhang, Yuzi Zhang
With the rapid development of economy, many people are keen to buy and sell unstable financial products to maximize their interests. This paper proposes an investment strategy based on Sharp ratio and neural network particle swarm optimization, which is able to predict the best time to buy, hold and...
Proceedings Article
Application of Internet of Things Data Analysis in Innovation and Entrepreneurship
Feng wang
In order to deeply analyze the key factors and their potential interaction that affect the Job-hunting of college students in Yingjia, the author makes extensive statistics on the decision-making factors of the graduates of Nanjing Institute of information technology in recent years, such as recommending...
Proceedings Article
Study on the Effect of Mobile Payment in the Internet Financial Era - Based on Structural Equation Modeling
Yihong Xu, Qian Zhang, Yuhan Lou
For understanding the factors that use of mobile payments by older people, especially helping them overcome many problems they face in using digital products in their lives, and helping improve mobile payments to become ‘age-appropriate’, breaking the digital divide, the study used a stratified sample...
Proceedings Article
Research on the Path of Synergistic Development of the Sports Industry in Guanzhong Region
Kun Dong
The stability and coordination of the regional sports industry can promote the rapid development of the economy. To study the current situation of the coordination development of the sports industry in the urban agglomeration in the Guanzhong region, this paper constructs an even and coordinated evaluation...
Proceedings Article
A Study on the Application of Generative Artificial Intelligence Technology in Image Design
Shanxi Liao, Xiaoyu Ji
In order to explore the application process of artificial intelligence in generating image works and further investigate the application of generative AI technology in image design, this study selected the Midjourney platform as the observation object, recruited online users and AI platforms for cooperation,...
Proceedings Article
Construction of College Students’ English Autonomous Platform based on Virtual Cloud Terminal System
Heng Wang
Aiming at the low initiative of students in traditional offline teaching and online MOOC teaching in programming course teaching, this paper analyzes the function of virtual English platform, summarizes the experience of using virtual English platform, constructs hybrid classroom teaching based on virtual...
Proceedings Article
Fuzzy Comprehensive Evaluation of Learning Organization Construction Under the Background of Big Data
Ben-hai Yu, Wen-qi Liu
The arrival of the era of big data brings new opportunities and challenges to the construction and development of learning organizations. Learning organizations should not only recognize the importance of information and data, but also learn to apply information and data to organizational construction...
Proceedings Article
Research on the Ways and Effects of Corporate Social Responsibility – Based on COSCO Shipping
Zitong Zhai
Taking COSCO Shipping as an example, this paper starts from the influencing factors and stakeholders of corporate social responsibility. It analyzes enterprises’ commitment to social responsibility and concern for stakeholders’ interests from the aspects of government, customers, society, environment...
Proceedings Article
Flipped Classroom Mode of Cloud Computing and Internet of Things Visual Data Analysis
Yingying Wang
As an important platform for students to learn English systematically and construct English knowledge system, colleges and universities play an important role in cultivating students’ awareness of cross-cultural communication and improving their comprehensive English ability. In the process of the reform...
Proceedings Article
An Empirical Analysis of the Impact of Urban Land Reserve System on Housing Prices Based on Network Open Big Data
With Wuhan City Taken as an Example
Yan Long, Fang Wang
In this paper, with the open network big data taken as a research basis and Wuhan City as a subject for empirical research, the authors select a variety of influencing factors including regional GDP, total population of the region, the per capita disposable income of residents, the per capita consumption...
Proceedings Article
Research on the Construction of Convergence Media Based on Big Data Technology
Qiru Zi
Big data technology, as one of the representative new technologies in the era of science and technology, is widely used in various fields. This paper focuses on the application of big data technology in the construction of convergence media, explains the main advantages of big data technology in detail,...
Proceedings Article
The Application and Regulation of Artificial Intelligence Technology in Judicial Adjudication
Ruicui Zhang
In the traditional judicial judgment, the result of the judicial judgment will be affected by the subjective factors of the judge, leading to the injustice of the trial result. Nowadays, artificial intelligence technology is becoming more widely used. The application of artificial intelligence procedures...
Proceedings Article
Design of Internet of Things Analysis and Management System for Quality Data
Peng Xue, Min Liu
Through the application of data mining technology and database technology, this paper designs and develops a three-tier framework of B / s technology for college students’ quality analysis and management system. System development software environment is as follows: SQL Server 2005 database, C language...
Proceedings Article
Research on Intelligent Garment Design Platform Based on GPT AI Technology
Wei Wang, Bo Zhao
This paper mainly studies the intelligent fashion design platform based on GPT AI technology, and discusses and analyzes the platform. Firstly, the development background and current situation of intelligent fashion design are introduced. Then, the application of GPT-like AI technology in the field of...
Proceedings Article
Access and Equity Assessment Based on Improved Ga2SFCA Method Under Multiple Transportation Modes
A Case Study of the Central City of Changsha, China
Xuehan Yu
In order to scientifically assess the accessibility and equity of urban residents' access to medical care, a time-cost-based accessibility analysis of three classes of medical service facilities was conducted using a Improved Ga2SFCA Method based on four modes of travel for medical care. The results...
Proceedings Article
Research on Optimization of Cold Chain Distribution Path of Fresh Agricultural Products Based on Big Data Technology
Hongmin Pan, Jie Sun
This paper takes the minimization of the cost of fresh agricultural products cold chain logistics distribution enterprises as the research goal. At the same time, we have comprehensively considered all the costs of vehicle loss, transportation, cargo damage, refrigeration, and delay that occurred during...
Proceedings Article
Used Car Price Prediction Analysis Based on Machine Learning
Jingwen Huang, Zhiwen Yu, Zhaopeng Ning, Dinghuo Hu
In order to solve the problem of price evaluation in the Chinese used car retail scene, this paper constructs the feature engineering of machine learning (XGBoost, CatBoost, LightGBM) and Artificial Neural Network Models based on the collected data of 30,000 Chinese used car transactions. The forward...
Proceedings Article
Construction of Humanistic Training Mode of Self-learning Applied Talents based on Internet of Things
Xiaoyan Yin
At present, both liberal arts majors and science and engineering majors are advocating the goal of cultivating applied talents, and strive to improve students’ practical ability and innovation ability on the basis of enhancing students’ mastery of theoretical knowledge. For the major of Chinese language...
Proceedings Article
Interactive Management System for College Students’ Health Based on Mobile Devices
Xiaoqian Liu
In order to meet the large demand of college students in mental health management, an interactive management system for college students’ mental health based on mobile devices is proposed. The system is developed based on Android platform, and realizes data interaction and information management through...
Proceedings Article
Color Quality Evaluation of Urban Street Buildings Based on Artificial Intelligence and Street View Images: Taking Zhongshan Road Historical and Cultural Street in Shenyang as an Example
JiaNing Niu, Mei Lyu, MeiQi Yang, XiangQuan Wang
Historical and cultural streets not only are an important part of the urban historical context, but also show the urban memory. The color of the building facades in the historic and cultural streets greatly affects the visual quality of the environment. This study took the Zhongshan Road historical and...
Proceedings Article
Application of Internet of Things Big Data in Early Waring Management of Enterprise Human Resource Crisis
Yang Yu
As a new management concept, human resource has stepped on the stage of society. As an important force to promote the healthy development of enterprises, it has been paid attention to by various industries. The lack of early warning mechanism is an important factor leading to human resource crisis. The...
Proceedings Article
The Dynamics of Prices Under Nominal Interest Rate Policy
Stability of Interest Rate Instruments and Price Effects Under Four Typical Policies
Ke Zheng, Runze Yuan, Hao Zhang, Xi Xi
Nominal interest rate policy is one of the most fundamental financial regulation tools in the world nowadays and it plays a rather important role in the economic stability and development of society. What exactly are the effects of interest rate hikes, rate cuts and various central bank interest rate...
Proceedings Article
The Impact of Artificial Intelligence Strategy on Corporate Financial Performance—An Empirical Analysis Based on Listed Companies Panel Data
Qian Xu, Chenghao Xu
Through the statistics of 140 annual reports of board reports of 20 listed companies in the automobile manufacturing industry in the past seven years from 2013 to 2019, this paper finds that listed companies in the automobile industry generally pay attention to keywords such as “artificial intelligence”,...
Proceedings Article
RBI Risk Assessment of Gas Field Stations Based on Improved CRITIC Method and Cloud Model
He Zheng, Zhan Wen, Songzhu Qing, Shaolong Liu, Shanbi Peng
Pipeline integrity management technology has become increasingly mature, however, as an important part of pipeline system integrity management, station integrity management is still in infancy. On the basis of considering the volume and work type of various gas field stations, the gas field stations...
Proceedings Article
Research on Legal Supervision System for Economic Based on Big Data
Yiwen Zhou
Recently, the utilization of big data for disposing the economic transactions has widely developed and achieve enormous benefits for all users. However, existing economic platforms are more concentrated on the effectiveness response and transaction amount, which ignores the legal and regulation issue...
Proceedings Article
Internet of Things Analysis in Classroom of Visual Communication Design Specialty
Hua Zong
In recent years, with the rapid development of multimedia technology and the improvement of people’s understanding of multimedia teaching, the application of multimedia teaching in the field of education has become a hot spot of teaching reform. The means and technology of courseware making are also...
Proceedings Article
Research on UI and Intelligent Product Design of Prefabrication System for Urban white-collar Work Meals under the Background of Healthy China
Lina He, Pengfei Jing, Xiaodan Hu, Ruike Sun, Jie Dong
To promote a healthy lifestyle in China, we began by examining the issue of unhealthy eating habits among urban white-collar workers. By conducting field surveys and using research methods such as interviews and observations, we identified common pain points related to their dining experiences. We then...
Proceedings Article
The Role of Internet Information Technology in Economic Development
Based on the Threshold Test of Scientific and Technological Capabilities of 85 Economies
Shuguang Liu, Fan Yu
The application and popularization of Internet information technology has influenced the development and reform of all walks of life. Based on the panel data of 85 economies from 2004 to 2019, this paper constructs a two-way fixed effect model and a panel threshold model to empirically test the role...
Proceedings Article
The Role of Group Interaction in Danmu Comments for Live E-Commerce
A Key Component of Digital Economy in China
Jingjing Zhou, Liangbo Zhang, Jifan Ren
In the context of the maturing of the mobile internet, the combination of live streaming and e-commerce has given rise to live e-commerce, a key component of the new digital economy in China. During the live e-commerce, Danmu comments provide users with the opportunity to interact with other viewers...
Proceedings Article
Study on the Problems and Countermeasures of E-Commerce Development of Agricultural Products in China
RuXin Wang
In the 21st century, e-commerce as a new business model provides a lot of convenience for product sales, while rural e-commerce has emerged. The development of rural e-commerce cannot only improve the quality of life of farmers, but also promote social and economic development. This paper establishes...
Proceedings Article
Design and Implementation of Financial Intelligent Data Management
Liwen Zuo
With the in-depth study of artificial intelligence technology, various industries have been deeply affected, including the securities industry. The emergence of artificial intelligence has greatly strengthened the efficiency and accuracy of financial management of securities companies. The emergence...
Proceedings Article
Mixed Ownership Reform Framework of Power Grid Enterprises in the New Electricity System
Hanxiong Xiao, Guowei Gao, Xiaobin Lin
The internal and external situations such as the reform of state-owned enterprises and the construction of new power systems require power grid enterprises to reasonably adjust the structure of the reform of mixed ownership. In terms of the structure setting of the mixed transformation at the lower level,...
Proceedings Article
Research on Channel Management Based on UAV Application Technology
Yingxin Cheng, Zhifeng Mao
From a theoretical and practical perspective, waterway maintenance is a very important task that can promote the good development of the waterway. However, due to traditional aerial survey methods, it is difficult to accurately understand the actual situation of the waterway during the maintenance process,...
Proceedings Article
Trends and Evolution of Research Hotspots in Organizational Innovation Under the Background of Big Data—A Knowledge Graph Analysis Based on Citespace
Jia Liu
In the era of big data, enterprise competition is complex and diverse. Innovation is an important skill for organizations to survive, but the relevant research in academia is not mature. There are problems such as scattered topics and traditional research ideas, etc. This paper uses citespace bibliometric...
Proceedings Article
Research on Risk Identification of New Retail Supply Chain in the Context of Internet
Based on Machine Learning Algorithm
Yuhua Li, Xiao Kong
With the development of the Internet, the overall growth rate of China's traditional retail industry has shown a downward trend, most of the physical stores are experiencing operational difficulties. After the new retail model was proposed, some traditional retail industries gradually tried digital...
Proceedings Article
Innovative Design of a New Type of Civil Aviation Aircraft in the Epidemic Era
Qinghan Yang, Lijun Xu, Xinke Pan, Guodong Liang, Xin Chen
the epidemic will accompany our lives for a long time, but the needs of economic development will continue to promote the development of the aviation industry. The delivery mode of traditional civil aviation aircraft can only passively respond to major disasters, including epidemics. Through the research...
Proceedings Article
Research on Reconstruction of New Retail Triangle Driven by AI
Yiyue Li, Keyan Miao, Xinyu Jiang, Zuoning Zhang
With the continuous application of AI technology, the business model of retail industry is also developing rapidly. Through the case study of Freshippo and the literature review by CiteSpace, this article aims to explore the new retail Triangle business model. The study helps us identify the evolution...
Proceedings Article
Research on the Relationship Between Perceived AI Substitution Crisis and Employees’ Negative Work Behavior: From the Perspective of Job Insecurity
Xiaowen He
With the rapid advancement of intelligent technology, “Artificial Intelligence+ ” not only improves production efficiency and quality of life, but it also brings new challenges for employees. This research analyzes the alterations in the work attitudes and conduct of employees as a result of the reform...
Proceedings Article
From “Deduction” to “Consciousness”--The change of artistic behavior of interactive image installation works in the era of digital art
Minghua Hu, Linzhi Zhou
In contemporary art works, interactive image installation art is undoubtedly one of the most popular types of works among the audience; Starting from early artists represented by Bai Nanzhun, he created image installation art works to express the artist's thoughts and emotions through his works;...
Proceedings Article
Multivariate Linear Regression Method Based on SPSS Analysis of the Influencing Factors of Urban Residents’ Exhibition Support
Xiuli Liu
The exhibition industry has gradually become a hot spot driving regional and global economic development. As its participants and beneficiaries, residents’ attitude towards exhibition development largely determines the success of exhibition activities. Therefore, we should fully understand the combination...
Proceedings Article
Application of Data Mining Technology in Personalized Curriculum Recommendation of Vocational Education Learning Platform
Zhongying Yang
In order to solve the problem of personalized learning, a kind of data mining technology is proposed as a recommended application in the personalized curriculum of the vocational education learning platform. This paper uses data mining technology and learning analysis technology to build relevant models...
Proceedings Article
Analysis on Innovation Path of Cross-Border Export E-Commerce Platform Model Based on Block Chain
Fei Wang, Linwei Ye, Wanling Chen
With the development of Internet technology, the business models of cross-border e-commerce platforms continue to emerge. However, due to the limitations of Internet technology, the business model of the platform has deficiencies for a long time, such as the design goal of the business model is centered...
Proceedings Article
A Platform for Intelligent Funding Information Management System for Colleges and Universities Based on Random Forest Algorithm
Ying Wang
As for the financial aid information management for students with financial difficulties, due to the wide range of financial aid and subsidy objects, various subsidy types, inconsistent time and complicated subsidy review and approval processes, the work of subsidy information management staff are very...
Proceedings Article
Research on the Countermeasures of Urban Community Renewal Design under the Background of Digitalization
Meijun Jin, Xiaokai Guo
Against the backdrop of digital transformation, urban development has also been stepping up from large-scale and rapid construction to a phase of high-quality enhancement. This paper discusses the renewal design of community space which is directly related to individual life, bearing great significance....
Proceedings Article
Explanations for Graph Neural Networks via Layer Analysis
Qinfeng Li, Xinrui Kang, Wenyuan Li, Dong Liang
Like many deep learning models, graph neural networks (GNNs) are regarded as black boxes and lack interpretability. Therefore, it is difficult for GNNs to be fully trusted by humans to be applied to various life scenarios. Based on this problem, we propose a new interpretability method called LAExplainer,...
Proceedings Article
Marketing Strategies Based on Machine Learning Approaches
Yuanzheng Yin
Marketing is the activity, collection of institutions, and processes for producing, conveying, providing, and exchanging value-added solutions for consumers, consumers, collaborators, and society overall. The development of emerging fields (e.g., the Internet of Things (IoT) and online social media)...
Proceedings Article
Research on 1553B Airborne Data Bus Technology
Ye Zhan, Huzhen Hua, Limin Chang
1553B data bus is a very important airborne bus in military aircraft, and is the pillar of joint avionics. Even in advanced integrated avionics system, 1553B data bus is also used as part of the subsystem bus. This paper mainly introduces the basic structure, communication control and transmission data...
Proceedings Article
Research on Engineering Cost Management in the Context of Intelligent Construction
Jiayu Shen, Xiaoxiao Sun, Yiye Qi
In the transformation and upgrading of industrial structure today, intelligent construction can, to a large extent, solve the problems existing in the traditional construction industry, such as the separation of design and construction, high labor cost and the lack of overall management of the whole...
Proceedings Article
Research and Implementation of E-commerce Advertising Content Optimization Based on Artificial Intelligence
Mengdan Xia
In the last decade, e-commerce has developed rapidly and created convenience for consumers. In order to increase operational efficiency and improve service quality, many e-commerce companies are constantly looking for new trends and seeking to meet consumer demand. Research and study various SP display...
Proceedings Article
Consumer Behavior Prediction Based on Machine Learning Scenarios
Zhengyi Hu
Consumer behavior prediction is an important part of the business analysis and strategy development process. With the development of AI technology, machine learning has been also applied to consumer behavior prediction. This paper introduces some common and novel consumer behavior prediction methods,...
Proceedings Article
Financial Innovation of Smart Pension Based on Blockchain Technology
Yanling Li, Shenghui Guo
It is an objective need to actively respond to the aging population by embedding blockchain-based information technology and intelligent technology into the smart financial service system. It is an objective need to actively respond to the aging population by using blockchain-based information technology...
Proceedings Article
Research on the design of museum cultural and creative products based on the KANO model
Lian Chen, Chengjun Zhou
To improve the design efficiency of museum cultural and creative products and to provide design method references for them. The Kano model is used to classify the design attributes of museum cultural and creative products, distinguish the excitement attributes, desired attributes, basic attributes, irrelevant...
Proceedings Article
The Application of Intelligent Agricultural Big Data Platform on the Internet
Guoning Lv
In order to improve the ability of value mining in agricultural information management, control and decision-making, to meet the actual needs of agricultural big data. On this basis, the application of agricultural big data and its architecture are discussed in depth. In order to ensure the high availability,...
Proceedings Article
Analysis on the Marketing Strategy of Enterprise Service Relationship Under the Internet Economy
Yajing Chen
The 21st century is an era of rapid development of the Internet economy and the service industry. In the Internet economy, in addition to the constant pursuit of product quality, the maintenance of customer service relationships has gradually become an important means to increase customer viscosity and...
Proceedings Article
Structure design of furrow fertilizer machine in apple orchard
YouMin Yu, Bin Du, Mingming Liu, Xuankun Liu
China now most areas of the orchard mechanization level is low, fruit trees during the growth and development of artificial fertilization, the economic efficiency is low. Aiming at the problems of poor furrowing effect and poor fertilization quality, this paper designs an Apple Orchard Ditching fertilizer...
Proceedings Article
Entrepreneurship, Exploratory Innovation and Financial Performance
Juan Cheng, Xiuhui Qi, Qun Wang
Taking Chinese A-share listed enterprises as the research sample, this paper empirically analyzes the impact of entrepreneurship on financial performance and the intermediary role of exploratory innovation in it, and further groups the relationship between government and business, and studies the change...
Proceedings Article
Assessment Design of Digital Financial Sharing Service System on Account of Block Chain Technology
Nalin Song
With the continuous development of finance, the financial department is gradually transformed from an efficient department to an inefficient one with high power. Blockchain technology is decentralized and data cannot be modified, which caters to the demand of financial sharing services and promotes the...
Proceedings Article
Comparison of Research Trends of Digital Economy Between China and Foreign Countries—Visual Analysis Based on CiteSpace
Wenying Zhang
The purpose was to analyze the evolution path and cutting-edge trend of digital economy research in China and abroad. The research screened the relevant literature from 1990 to 2020, and the data source came from WoS database and CSSCI index database. CiteSpace software was used for quantitative analysis...
Proceedings Article
Research and Analysis of Blockchain Algorithms Based on Big Data Edge Computing
Leixin Deng
With the development of artificial intelligence, big data, IoT and other technologies, more and more data is generated and collected through traditional sensing devices or smart mobile devices. In order to improve the transmission efficiency and availability of data, the original data often needs to...
Proceedings Article
Design and experiment of complex Trajectory Cam based on MATLAB
Zihui Zhang, Yuhan Li
A cam design method is proposed in this study that utilizes mathematical modeling and MATLAB simulation analysis. The objective is to construct cam profiles that are suitable for complex trajectories with precision and efficiency. Initially, mathematical modeling is employed to determine the projected...
Proceedings Article
Research on Digital Transformation of Small and Medium-Sized
Enterprises Driven by Dual Agent Collaboration
Hongwei Zhou
From the perspective of multi-agent collaboration, this paper builds a tripartite evolutionary game model of government-market-enterprise, studies how the government and market cooperate to drive the digital transformation of enterprises, uses MATLAB software to conduct numerical simulation, and analyzes...
Proceedings Article
Materials Packing Integration Platform Based on Spatial Planning Algorithm
Huiting Sun, Lijie Cui, Jiafu Wang, Jun Wang, Chenbo Ding, Enze Zhang, Jingxian Zhang
In view of the modern logistics transportation in the number of materials, miscellaneous types of the situation, the integrated material packing optimization platform of “front-end scanning data--algorithm optimization scheme--terminal output results” is proposed, which the spatial planning algorithm...
Proceedings Article
Design and Implementation of the Exchange Information Platform for Foreign Students in Colleges and Universities Based on WeChat Applet
Na Li, Yimei Xu, Xin Liu, Fa Tan
With the wave of comprehensive opening up, the number of students studying abroad in China has increased sharply. In recent years, the international exchange and cooperation model between universities has become increasingly mature and universal, and the number of students studying abroad in Chinese...
Proceedings Article
The Effect of Covid-19 on the E-commerce Luxury Goods Industry in 2020
Yifan Wang
The Covid-19 pandemic led to an economic depression in 2020 and affected consumer behavior, that resulted two opposite effects on E-commerce markets. This paper studies on the impact of the pandemic on companies in E-commerce luxury goods industry, by analyzing financial statements of selected companies...
Proceedings Article
Multi-level Logistics Network Node Siting Model Based on K-Means
Jie Liu, Shuang Tian, Qingqing Wang, Chenguang Zhang, Min Ning, Changlong Li
Artificial intelligence plays a pivotal role in global logistics and supply chain management. AI enables real-time optimization for routes and minimizes wastage while increasing delivery efficiency. Companies can leverage AI in logistics to optimize resources and be more efficient. Currently, the node...
Proceedings Article
Research on the Effect of Fund Corporate Governance on Fund Performance Based on BP Neural Network
Zhipeng Zhao, Shujun Ye
With the continuous improvement of China’s capital market, the fund industry has developed rapidly. However, behind its development, fund management companies also have some problems, such as principal-agent problems caused by principals, agents and custodians. By summarizing the existing research, starting...
Proceedings Article
Generation of digital artistic images based on GANs
Fang Wang
This research proposes an end-to-end defogging algorithm based on Conditional Generative adversarial network (CGAN), aiming at the problem that the image quality of visible light observation equipment is significantly reduced in the case of fog (haze). This algorithm innovatively constructs a new generator...
Proceedings Article
Research and Analysis of Cultural and Creative Industries in the Context of Computerized Big Data
Chun Huang, Zainuddin bin Abindinhazir
This paper studies the risks of development and operation of cultural and creative industrial parks from the perspective of risk factor relationships, improves the theoretical system of risk management in cultural and creative industrial parks, and makes up for the inadequacy of the research on risk...
Proceedings Article
Pre-assessment of the Impacts of the RMB/USD Exchange Rate’s Depreciating on China’s Economy and Trade
Tianyi Xia, Qirong Zhu
Recently, the pace and intensity of China’s loose monetary policy has continued to increase, and the short-term interest rate gap between China and the United States has fallen sharply, which may trigger the depreciation of RMB/USD. This study converts the changes in the exchange rate of RMB/USD into...
Proceedings Article
Research on the Development Practice and Path of Fuel Cell Vehicles
Chuiying Kong, Feng Men
As one of the important categories of new energy vehicles, the fuel cell vehicle industry is an inevitable trend in the development of China’s automotive industry and one of the main directions of the “dual-carbon” goal. Research on the development path of fuel cell vehicles is important for promoting...
Proceedings Article
Research for MSMEs Credit Strategy Based on RFM Model
Guan Li, Jianming Chen, Xinxin Huang
The small size of MSMEs and the lack of collateralizable assets make it difficult for banks to reliably classify the credit ratings of MSMEs. This paper constructs an RFM model to accurately classify the credit rating of MSMEs, extracts the behavioural characteristics of enterprises, and uses the K-means...
Proceedings Article
Design of Intelligent Garbage Bin Supervision System
Based on Internet of Things Technology
ZeYuan Wen, Ke Huang
Using STM32 microcontroller to build an intelligent garbage bin system, utilizing temperature and humidity measurement modules and ultrasonic distance measurement modules. Real time detection of the remaining capacity and internal temperature of the trash can, and alarm for objects that have not burned...
Proceedings Article
A Study on the Mechanisms and Risk Challenges of Fintech-Driven Financial Business Innovation
Dong Wang, Hao Chen, Jingli Feng, Jianping Huang, Xiaoxiao Ma, Xiaowen Wu, Aosen Zhu
Our research mainly focuses on the mechanism of traditional financial business innovation under the influence of Fintech and the new risk challenges posed by Fintech. Next, we focus on how to build a Fintech risk model based on a combination weighting approach. Our research discusses in detail the mechanism...
Proceedings Article
Exploring the Application and Influence of Artificial Intelligence AIGC Technology on Logo Design
Yiyi Zhao
The purpose of this study is to explore the impact of AIGC (Artificial Intelligence in Graphic Design) technology on logo design, focusing on its role in enhancing creativity and efficiency. By using AIGC technology, designers can get automated logo design solutions and generate diverse creative designs...
Proceedings Article
A Study of the Effect of Online Reviews on Cruise Travel Purchase Intentions
Jixin Zhou, Ying Li, Yajun Fu, Xiangmei Xie
A large number of clinical studies have shown that mechanical ventilation is an important means to improve the airway ventilation and oxygenation status of patients. In this paper, the meta-analysis method was used to analyze the effect of inspiratory muscle training on respiratory muscle function in...
Proceedings Article
The Impact of Government Governance on Private Investment in Public-Private Partnership Infrastructure Projects: Based on the Fuzzy-Set Qualitative Comparative Analysis
Hengrui Zhou, Wenhua Hou
This study explores the co-movement effects and driving paths of government governance on private investment in PPP infrastructure projects based on fsQCA, using 364 samples from developing countries. This study reveals three government governance paths that promote private investment in PPP projects....
Proceedings Article
Stock Market Prediction Using Machine Learning
Qingyi Chen
Stock market analysis and prediction has always been a challenging problem for finance experts because it is so volatile and susceptible of external factors that deeply affect the sentiment of investors. Machine learning, which produces forecasts based on the values of current stock market indices by...
Proceedings Article
Research on the Construction of Competency System of Intelligent Financial Personnel Under Digital Economy
Yixin Xue, Tong Jia, Chuan Sun
This paper aims at building an intelligent financial personnel training system that matches the requirements of digital economy and enterprise transformation and upgrading, and uses Delphi method and hierarchical method to build an enterprise intelligent financial personnel competency model, which includes...
Proceedings Article
Research on emotion evaluation model based on automobile style keywords
Gareth Zhu, Zepei Wang, Pengchun Tang, Tony He, Jiaxin Wang, Yuanhua Lang, Siqi Wang, Wenjuan Shao, Kenny Huang, Shuang Yan
Aiming at the problems of automobile enterprises’ product design and use experience emotion evaluation model, such as insufficient data collection range, high cost, low data accuracy, low utilization rate of unstructured data, based on Text mining technology, emotion analysis technology and LDA Topic...
Proceedings Article
The Design and Application of Broadband Salary 6-Step Method from the Perspective of Trial Calculation
Qingqing Shen, Jianghua Feng, Mei Wu
Broadband salary as a modern salary model has been discussed and concerned by all parties. This article briefly describes the difference between broadband salary and traditional salary and its characteristics and scope of application. From the perspective of trial calculation, according to the 6-step...
Proceedings Article
Proposed Forest Carbon Sequestration Management Plan Based on Mathematical Modeling Method
Yitong Sun
In order to alleviate global warming, reducing carbon emissions has become a common goal for human being. Forests as the largest carbon sequestration site in the ecosystem, they have made a huge contribution to reducing the carbon content in the air. Nowadays, using the carbon sequestration capacity...
Proceedings Article
Spatial Distribution Characteristics of Traditional Commercial Economic Center Bar Based on Geographic Big Data: A Case Study of Nanning, Guangxi
Peixi Xie
With the continuous improvement of the economic and social level in our country, the current economic development has shifted from high-speed growth to high-quality development, under the new social and economic conditions, there have been privatized and commercialization of public space in the cities,...
Proceedings Article
Probe on the Construction of Marine Environmental Safety Emergency Security Standard System in China
Shengwen Cao, Wenhu Lu, Fanchao Meng, Xiaoyi Jiang, Jin Liu, Lili Song
In order to further improve the level of prevention and control of marine environmental security risks and emergency support in China, based on the current situation of marine environmental security in China and the progress of research on standardization of emergency support at home and abroad, and...
Proceedings Article
An Atypical Induction Control with User-Defined Rules
Tao-tao Zhang, Hai-long Ding, Ju-yuan Wu
Under traditional induction control methods, phase sequence combination can’t be adjusted dynamically by traffic flow characteristics. To solve this problem, this paper put forward an atypical induction control with user-defined rules, which is supported by real-time traffic data such as vehicle presence,...