Atlantis Highlights in Intelligent Systems
727 articles
Proceedings Article
Research on the Development Path of Brand IPlization of Rice GI Agricultural Products in Jilin Province
Chunying Wang
Since 2016, the cultural industry has seen the rise of IP. IP is understood as Internet celebrity, content marketing and other modes. The main reason is that in the Internet era, brand IP can help it highlight its individuality, impress the audience, have the characteristics of community, and more effectively...
Proceedings Article
Black-Scholes Process and Monte Carlo Simulation-Based Options Pricing
Taoer Guo
Monte Carlo simulation is one of the most important algorithms in finance and numerical computational science. It plays an important role in option pricing and risk management. The Monte Carlo method can easily deal with high-dimensional problems. The upper complexity and computational requirements usually...
Proceedings Article
Measurement of High-Quality Development Efficiency and Analysis Study on Regional Differences in 31 Provinces in China
Jianhua Zhang, Ting Yin, Xiaoyan Zhou, Junwei Sun, Shangjie Liu
With the economic development entering a new era, promoting high-quality development has become an inevitable requirement for the sustainable and healthy development of China’s economy. Based on the relevant data from 2010 to 2020, DEA-BCC model, Malmquist index and Dagum Gini coefficient are used to...
Proceedings Article
Movie Data Analysis and a Recommendation Model
Hang Yang, Yiqing Pei, Zhihui Wang
The high-risk nature of the movie industry has kept companies looking for better plans to make and invest in a film. With the deepening of Internet applications, it’s possible to clearly visualize and demonstrate the overview of the film market and the performance of different movie genres with their...
Proceedings Article
Research on Stock Trend Prediction Based on Improved LSTM Model
Qianqian Zhang, Tianhua Lin, Rongmei Zhang, Xia Zhao
Aiming at the problem that deep features of stock data are difficult to extract and the prediction accuracy is not high, an improved LSTM model CGLA is constructed. Firstly, the RNN-Attention model, LSTM-Attention model and GRU-Attention model are constructed by using attention mechanism. GRU-Attention...
Proceedings Article
Exploration on the Development of Legal Aid Mechanism for the Elderly from the Perspective of Information Technology Impact and Active Aging
Yuanjing Zhuang, Zheng Zhang, Zeyu Cheng, Tingyu Huang
This paper takes the existing legal aid mechanism as the entry point, uses data on the awareness of legal aid among the elderly in a community in Shanghai, provides basic descriptions and statistics of the data, and explores the expansion path of the legal aid mechanism for the elderly by combining the...
Proceedings Article
Measurement and Analysis of Manufacturing Industry Agglomeration in Wuhan Based on the Big Data Analysis Method
Yijun Yao, Kai Xiong
As an important carrier of urban and regional development, the process of formation, agglomeration and diffusion of manufacturing industry agglomeration directly affects the operational efficiency of socio-economic factors and the regional spatial pattern. In this paper, the manufacturing industry agglomeration...
Proceedings Article
Statistical Analysis of Grass-Roots Traditional Chinese Medicine Services
Juan Zhang, Xinrui Pi, Li Chen, Jun Li, Jun Ma
Objective: To study the current situation and problems in the service and utilization of Traditional Chinese Medicine (TCM) at the grass-roots level and realize the equity in health. Methods. Based on the 2014–2017 data from “National Statistical Extract of Traditional Chinese Medicine”, comparative...
Proceedings Article
A Study on the Scheduling Problem of Car Sharing with User Participation Under Dynamic Incentives
Jie Wang, Meijie Jia, Yunpeng Xie
Car sharing is growing rapidly worldwide, and the development of car sharing is constrained by factors such as unbalanced user travel demand and high enterprise operating costs. This paper considers the influence of multiple factors on user travel behavior, uses a multinomial logit model to encourage...
Proceedings Article
Design and Implementation of Enterprise Refined Marketing System Under the Background of Big Data
Xiaoyi Yuan, Yu Chen
In this paper, by adopting big data technology and methods, and combining with Java and Spring MVC framework, the construction of enterprise refined marketing system is completed, and the purpose of providing better service for enterprise refined marketing system is achieved by building the system. The...
Proceedings Article
Research on Improving Elderly Health Service System by Computer Artificial Intelligence Technology
Yan Zhang, Li Qi, Yi Qu, Weixin Zhang, Chunmiao Xu, Tian Song, Mengyao Wang
This article first analyzes the needs of the elderly, their families, community health service personnel and volunteers. Then this paper innovatively uses computer artificial intelligence technology Microsoft NET platform, Visual Studio 2013 integrated development environment, C# language, MySQL 5.7...
Proceedings Article
Leverage Ratio, Property Rights and Electronic Enterprise Innovation
Empirical Research Based on Hansen’s Threshold Regression Model
Cheng-run Jiang
Considering the current background of China’s efforts to strengthen deleveraging and the strategy of innovation-driven development, this paper focuses on electronic enterprises, and studies the relation between leverage ratio and innovation, considering the influence of property rights heterogeneity....
Proceedings Article
Research on Relations Between ESG Performance and Stock Price Crash Risks
Xin Wang, Yueyang Wang, Qiang Meng
Environmental, social and corporate governance (ESG) of businesses is becoming an important concern for investors in making investment decisions. This paper surveys a sample of A-share stocks listed on the Shanghai and Shenzhen Stock Exchanges between 2009 and 2020, examining the impacts of the ESG performance...
Proceedings Article
China’s Metaverse Serves Traditional Chinese Medicine
Rui Yang, Qinglong Mo, Yongqian Xu, Yina Zhang
The Metaverse has been contributing to the long-term development of Traditional Chinese Medicine (TCM) medical services. The layout of a wide variety of regions in China in the new track of “Metaverse” has been initiated. China has been subjected to a high incidence of cancer and other diseases, and...
Proceedings Article
Research on Policy Implementation of Government Purchasing Environmental Public Services
Based on the Analysis of Tripartite Cooperation and Confrontation Strategy
Shiyu Liu, Weilin Luo, Xiaotian Li, Yafei Li
The current supply mode of environmental public services is dominated by government purchases. However, in the process of the government purchasing environmental public services, there are still many competing interests. Therefore, this paper focuses on policy implementation, comprehensively uses game...
Proceedings Article
The Impact of 5G-Relevant Factors on the Stock of Media Industry Based on Multivariate Regression
Hongbin Shi, Xiaoyang Yuan
Contemporarily, the 5G technology is rapidly, and the media industry (e.g., Tiktok and micro-blog software) are growing rapidly and playing an increasingly important role in society. Intrinsically, the media and 5G technology industries might have a strong correlation with each other in stock market....
Proceedings Article
A Research on Neoinfrastructure REITs Pricing Measures and Risk Management
Shaozhen Chen, Zitong Lyv, Yuchen Fu
Since China’s neoinfrastructure REITs have just started, there is limited research on REITs products and risks in China. This paper analyzes the revenue and risk characteristics of infrastructure such as small hydropower stations and modifies the traditional operating cash flow method, multiplier method,...
Proceedings Article
Research and Application on the Model of State-Owned Enterprise Cadre Portrait Under the Background of Big Data
Youping Liu, Jiangang Shen, Junshuai Xue
Cadre management is one of the key points and difficulties in the management of state-owned enterprises. On the basis of human resource big data, this paper introduces talent portrait technology into cadre management and puts forward a model of state-owned enterprise cadre portrait based on big data...
Proceedings Article
The Landscape of Sentiment Factors and Its Effects on Investment
Xinyue Hu, Yutong Jia, Ziyao Wu
Investor sentiment affects asset prices to a large extent, serving as an important factor in the functioning of financial markets. This article sums up the factors affecting investor sentiment in three following ways. The factors affecting investor sentiment are the starting point of everything. Based...
Proceedings Article
Fintech is Changing the Way People Live
The Advantages and Disadvantages that Fintech Brings for Ordinary People
Xinye Cao
The sustained and rapid development of financial technology is inseparable from serving the whole society. This paper will take Australia as the data provider to discuss how financial technology has changed ordinary people’s way of life. Especially during the Covid-19 period, financial technology still...
Proceedings Article
Analysis of Port Enterprise Management Construction Considering Cargo Owner Satisfaction
Jie Wang, Wenxi Wang, Dongxue Sui
Based on port service data, this study examines the impact of port services on cargo owners’ satisfaction. The structural equation model is used to measure the level of port-related services, revealing the impact of different types of port services on cargo owners’ satisfaction. Based on the research...
Proceedings Article
Analysis of Football Game Performance Based on Social Network
Yaoyao Qian, Xianming Wang
With the advent of big data and network era, the interpersonal relationship is getting closer and closer, and the advantage of teamwork is becoming more and more prominent. By analyzing the team competition rules, combining the team members’ abilities, characteristics, and interactions between team members...
Proceedings Article
The Impact of Lithium Price on Electric Vehicle Supply Chain Based on Multi-factors Fama-French Models
Jinya Gao, Qinjian Jia, Yiwen Yuan
Based on the dynamic changes in the price of raw Lithium and the vital application of lithium on an electric vehicle, the impact of lithium price on the stock return of the Electric Vehicle Supply Chain are investigated in this paper. Specifically, the Fama-French five factors model would be used to...
Proceedings Article
Analysis on Influencing Factors of Traffic Congestion in Chongqing and Study on Countermeasures
Empirical Analysis Based on Principal Component Analysis
Xinyu Jia
Serious traffic congestion not only affects people’s quality of life, but also increases the economic cost of the city and reduces the efficiency of urban operation. As a typical representative of mountain cities and big cities, Chongqing has a serious traffic congestion problem. Through qualitative...
Proceedings Article
Data Analysis of the Impact of Income and Geographical Location on the Chinese People’s Happiness Index
Yinhao Liu, Meili Liu, Jeng-Eng Lin, Chun-Te Lee
With the advancement of China’s reform and opening up, the life goal of the Chinese people has gradually shifted from solving the problem of food and clothing to pursuing happiness. However, everyone has their own definition of happiness, and there are many factors that affect happiness. Based on the...
Proceedings Article
Research and Analysis of the New Pattern of Ecological Evolutionary Development Based on the Context of Big Data
Yuanshi Jin, Jianfeng Chi
This paper introduces the prospect theory based on the traditional game approach, uses the value function in the prospect theory to analyze the evolutionary game process of the entrepreneurial ecosystem of crowdsourcing spaces, and further explores the strategy selection process of each subject through...
Proceedings Article
Tax Reduction and Fee Reduction, R&D Innovation and Financial Performance of High-Tech Enterprises-Test Based on the Difference-in-Differences Model
Baofeng Li, Chaofan Ding
As the first of the five new development concepts, innovation is an important underpinning for building a modernized economy. As the leader of innovation-oriented enterprises, high-tech enterprises have great impetus to the national comprehensive innovation capability. Therefore, this paper constructs...
Proceedings Article
Standard Cost Forecasting Model for Power Grid Production and Operation Under Multidimensional Lean Management Model
Yanqin Wang, Yong Wang, Ning Xu, Shunli Wang, Xian Zhao
The current conventional standard cost forecasting model for power grid production and operation is mainly based on the analysis of historical data of power grid operation by combining with big data technology, which leads to poor forecasting effect due to the lack of analysis of cost drivers. In this...
Proceedings Article
Location Selection of Fresh E-Commerce’s Front Warehouse Under New Retail Model
Fengjiao Wan, Jiahui Qin, Xingyu Wang
In order to meet consumers’ demand for instant ordering and instant enjoyment, the front warehouse has become a new metabolite. The rational location of the front warehouse is an important step in the operation of fresh e-commerce enterprises. This paper mainly studies the location of the front warehouse...
Proceedings Article
The Comparison of Stock Price Prediction Based on Linear Regression Model and Machine Learning Scenarios
Xiwen Jin, Chaoran Yi
Financial price prediction always plays a vital role for investment decision. This paper investigates the prediction of the close price of LONGi based on linear models and machine learning approaches, including ordinary least square (OLS), Lightgbm, XGBoost, random forest, LSTM and GRU models. Specifically,...
Proceedings Article
Application of Zero Trust Framework in Security Protection of Power Internet of Things
Hong Xu, Leichun Gu, Shuhan Liu, Zhi-wei Hua, Xin Li
Aiming at the problems that the security boundary of power information system is gradually blurred, and external attacks and internal threats are increasingly serious, the theory and practice of zero trust architecture at home and abroad have constructed a smart grid security protection architecture...
Proceedings Article
Research on Problems and Countermeasures in the Process of Data Capitalization of China
Tongyan Shang, Haijun Zhao
Based on the clarification and general process of data capitalization, this paper discusses the infrastructure construction of data capitalization, the principle of determining the attribution of data asset rights, the dynamic value assessment in the process of data asset redistribution, the practice...
Proceedings Article
Visual Analysis of Human Resource Management Research Under the Background of Big Data
Bindi Wu
With the rapid development of digital economy, the application of new generation information technology such as big data has gradually transformed enterprise human resource management, forming human resource management under the background of big data. In order to explore its research status and development...
Proceedings Article
Study on the Vulnerability of Port Logistics System of Guangzhou Port Under the New Development Pattern
Cuilian Liu, Susu Qu, Xuejiao Yan
Under the new development pattern, it is necessary for the logistics industry to play its leading and linking role better. Port is an important window for domestic and foreign trade, and the sustainable and healthy development of its logistics system is particularly important. Vulnerability is an important...
Proceedings Article
A Detection of Mispricing in Chinese Option Market
Yucheng Liu, Yanghao Xiao, Yuanyuan Deng, Xingyu Liang, Chunyuan Zheng, Haoxuan Li
As a new market in 2015, the Chinese options market has the characteristics of information asymmetry. Therefore, searching for a general investment pattern is important. This article analyzes all Chinese stock index options data and reveals the statistical law of the calendar effect in the option market....
Proceedings Article
Application Research of Blockchain Technology in Smart Energy Business Model
Ning Xu, Bo Zhou, Nan Xu, Jing Nie, Yongli Wang, Yanan Wang, Wenqiang Miao
Blockchain technology is regarded as a disruptive technology with real potential for change after steam engine, electricity and Internet, and it has huge advantages. Both blockchain and energy internet are technically decentralized, highly autonomous, market-oriented and intelligent, and thus show strong...
Proceedings Article
A Study on Food Safety Regulation Policy Implementation Based on Smith's Model
Yue Ding
The issue of
food safety is closely linked to public safety and health, and has been a common focus of attention. In recent years, food safety incidents have occurred frequently and food safety issues have stood at the forefront of the attention of the whole society. The reason for this is that there...
Proceedings Article
Credit Bank Default Prediction Based on Machine Learning Approaches
Runqi Jiang
With the rapid development of Internet, data science is playing a more and more important role in all fields. Especially in the financial industry, the application level of big data has become the embodiment of enterprise competitiveness. Contemporarily, among many types of data science, deep learning...
Proceedings Article
A Study on the Combination Strategy of Quantitative Investment Trend Tracking EMA Triple Averages
Shiyi Jiang, Xianxin Liao, Yunshuai Tai
In this paper, we use python to code implementation of the classic moving average double mean model in quantitative investment strategies and improve the original model. The improved algorithm generates trading signals on specific breakouts of the EMA triple averages for automatic trading and sets floating...
Proceedings Article
Application of Data Mining in Public Management Classification
Fuyan Hong, Louyan Sun
Data mining technology has become a very powerful tool to improve organizational competitiveness, organizational performance and service level. Many fields of public management, such as e-government, government performance management and public crisis management, are also in urgent need of introducing...
Proceedings Article
Smart Contract in Blockchain
Tian Mao, Junhua Chen
Smart contract is presented as a new infrastructure for programming, deployment and execution with the rapid pace of blockchain technology in recent years. The development of blockchain technology provides a good operational basis for smart contracts, which can play an important role on the blockchain....
Proceedings Article
Research on Stock Selection Method Based on LSTM Neural Network
Yifan Gao
In the field of investment, the selection of good target stocks is one of the keys to the ultimate success of the investment activity. Stock prediction is a study that every investor is trying to do, ordinary investors confirm stock selection for trading by means of technical analysis, and researchers...
Proceedings Article
Public Budget Revenue Model Based on SVR and Neural Network-A Case Study of Shanxi Province
Li Fang, Yuan Liu, Qing Zhao, Jing Yang, Luoyifan Zhong
This paper analyzes a variety of factors that affect public budget revenue. The data set is the Shanxi Provincial Statistical Yearbook collected from 1999 to 2021 years. This study uses the lasso regression method to select multiple factors affecting public budget revenue. The key influencing factors...
Proceedings Article
Research on Export Toughness of Shandong Textile Industry Based on Data Analysis and Model Testing
Xiaonan Fan, Xinyuan Lu, Minghua Dai
In the context of big data, this paper takes the export toughness of the textile industry in Shandong Province as an example, and deeply discusses the application of data analysis in social and economic development. On the basis of constructing the theoretical logic of optimizing the evaluation of the...
Proceedings Article
Analysis of the Influence of Financialization on Audit Fees Based on Multidimensional Fixed Effect Model
Shuhui Liu
Nowadays, the financialization trend of corporate economic development is getting stronger than ever before. Therefore, this paper constructs a multi-dimensional fixed effect model that uses Stata15 for empirical analysis to study the impact of corporate financialization on audit fees. It is found that...
Proceedings Article
Study on the Physical and Chemical Characteristics and Sources of Atmospheric Single Particles in Weifang During the 2022 Winter Olympic Games and the Winter Paralympic Games
Zhe Chang, Jian Gao, Wenjun Li, Jinying Li, Lili Song
In order to evaluate the effectiveness of air quality assurance measures during the 2022 Beijing Winter Olympic Games and the Winter Paralympic Games, samples of atmospheric particulates in Weifang City during the 2022 Winter Olympic Games and the Winter Paralympic Games were collected to analyze the...
Proceedings Article
The Trend of Box Office Performance During 2021 National Day Holiday
Qianran Deng, Xinyu Shangguan, Mo Zhou
Movies, a common form of entertainment, are one of the ways for people to escape the busy life for some short time, especially during the holidays. This paper focuses on analyzing the relationship between the box office and popular movie genres during the Chinese National Day Holiday Golden Week. We...
Proceedings Article
The Collaborative Development Framework of Smart Urban Agglomeration
Wei Wang, Muhua Hu, Yufei Fang
Integrating the construction of smart cities with urban agglomeration, realizing the cooperation and complementarity of advantageous urban resources, and establishing the development model of smart urban agglomeration with Chinese characteristics become an important direction of advancing new urbanization....
Proceedings Article
Promote New-Type Urbanization with Smart Infrastructure
Based on the Perspective of Urban High-Tech Public Products in China
Shuyang Hu
This paper attempts to use relevant data of public products and macroeconomic, from the view of technical characteristics of smart infrastructure, to analysis the feasibility of smart infrastructure to provide high-level public products and the problems encountered in this process. The research conclusion...
Proceedings Article
Application of Big Data and Cloud Computing in the Construction of Economic Management Database
Xinxue Jin
In order to discuss the application of economic management in database construction, an application research of big data and cloud computing in economic management database construction is put forward. This paper first summarizes the characteristics of big data and cloud computing, then analyzes the...
Proceedings Article
Dynamic Notary Group Election Algorithm Based on Reputation Value
Shoucai Zhao, Lifeng Cao
As a distributed ledger technology, blockchain can be used in the fields of information sharing, logistics chain, certificate storage and anti-counterfeiting. However, due to the isolated nature of the blockchain network and the high degree of heterogeneity between chains, the connection between different...
Proceedings Article
Control Method of Human-Computer Interaction Interface Based on Multi-level Analysis
Anran Li, Shouchao Luo, Lei Chen
In order to understand the effectiveness of man-machine interface control method, a man-machine interface control method based on multi-level analysis is proposed. Firstly, using the advantages of AHP, the factors related to users in the evaluation of man-machine interface are comprehensively analyzed,...
Proceedings Article
Costs and Benefits of Food System Optimization
A Case Study of Germany and Jordan
Hong Pan, Shiwan Cui, Yadong Li, Suohai Fan
The current global food system still prioritizes efficiency and profitability, which is unstable. Especially confronted with the impact of COVID-19, the uncertainty further increases. Therefore, with an attempt to establish a food system optimization model prioritizing equity and sustainability, we proceed...
Proceedings Article
Application, Development and Countermeasures of Intelligent Navigation Technology in the Field of UAV
Qin Yao, Liangbin Cheng
Navigation technology development is one of the core key technologies to promote the intelligent development of UAVs, and is an important technical guarantee to support the complex mission attempt of UAVs and their formations. This paper introduces the main navigation means and application scenarios...
Proceedings Article
Research on the Big Data Collection Mechanism of University Economic Management
Ying Zhang, Yongwei Li
In order to explore the school’s economic management big data collection mechanism, build a school’s economic management big data integration platform to provide innovative ideas. This article forms a collection content system from the four aspects of service object, service process, operation support,...
Proceedings Article
Feasibility Study on County Scenario of Virtual Power Plant Participating in Rural Energy Internet
Peng Li, Shiqian Wang, Xiangli Liu, Wenjing Zu, Yihan Zhang, Ziwei Jiang
In order to solve the problems existing in the energy Internet, let the virtual power plant participate in the energy Internet and solve the problems existing in the energy Internet. Firstly, starting from the resources that can be aggregated in the county, the county scene of virtual power plant participating...
Proceedings Article
GARCH-Class Analysis of Bitcoin—A Comparison with Gold
Weibing Shen
Bitcoin establishes itself as an investment asset and is often named the New Gold. This study, however, shows that the two assets are different in univariate and multivariate aspects. First, we construct GARCH, APARCH and APARCH-in-Mean models to analyze and compare conditional variance properties of...
Proceedings Article
A Survey on Acoustic Control Systems
Liu Yang, Fucheng You, Xuewei Wang
Acoustic manipulation techniques have recently become a current research hotspot, especially their application aspects are receiving increasing attention in important fields such as medicine, engineering, environment, and military, yet the precise control mechanisms and the associated techniques are...
Proceedings Article
Comprehensive Evaluation of the Modes of Investment and Operation of Multi-station Integration
Zhe Xie, Hongwei Tang, Xinyang Han, Chen Zhang, Yikai Sun
With the reform of energy and the promotion of the digital economy, multi-station integration is being implemented. In order to promote the investment and operation of multi-station integration smoothly, it is necessary to study the comprehensive evaluation of the modes of investment and operation of...
Proceedings Article
Based on Qualitative Comparative Analysis of Influencing Factors of the Performance of Provincial Government Service Platforms
DeFa Cai, ShiYang Wang
Using the qualitative comparative analysis method, six condition variables were selected from the internal and external dimensions of the government to study the influencing factors of the performance of China’s provincial government service platform. The study shows that policy support is a key factor...
Proceedings Article
Prediction of Carbon Peak in Shaanxi Province and Its Cities
Weixian Xue, Liangmin Wang
Shaanxi Province is an important energy province in China. There are great differences among different regions in resource endowment, industrial advantages and economic development level. Predicting the peak value is conducive to the early realization of the carbon peak goal in Shaanxi Province and the...
Proceedings Article
Research on Emission Reduction Strategy of Energy-Saving Service Providers’ Participation in Power Supply Chain Cooperation Based on Matlab
Shuang Qiao, Pengshu Wang
This paper establishes a Stackelberg game model, analyzes the optimal emission reduction rate and price in the case of independent emission reduction and outsourcing emission reduction in the power supply chain, and obtains the conditions for energy-saving service providers to participate in the emission...
Proceedings Article
A New Time-Effective Weighted Interpolation Method for Color Filter Array Demosaicking
Yuxuan Song
To reduce the cost of storage and size, most digital cameras capture images through a chip whose surface is covered with a color filter array (CFA) where each sensor only samples one of three original color values. To reconstruct a full image, an interpolation process, often called CFA demosaicking,...
Proceedings Article
Research on Planning of Multi Vehicle Series Line Based on AGV Adaptive Internal Circulation
Yumeng Du, Lei Dong, Yiwen Zhang, Yan Gao, Zhenhui Li, Zengyu Lin, Xiaofeng Wang, Jingru Liu, Hainan Li, Guoxin Song
Different from the traditional linear welding production line, the AGV internal circulation welding production line proposed in this paper mainly drives the AGV fixture and BIW products to realize the process transfer through the AGV in the region. The purpose is to build a welding production line that...
Proceedings Article
Data Analysis and Optimization Research Based on the Interactive Development of Cross Border E-commerce and Logistics
Huihui Wang, Baohua Guo, Yelan Zhu, Qingwen Guo, Zhe Meng
Based on the data analysis and Research on the interactive development of cross-border e-commerce and logistics, this paper discusses the interactive development of cross-border e-commerce and logistics, and puts forward optimization countermeasures to promote the interactive development of the two,...
Proceedings Article
Intellectual Property Protection Management Platform of Digital Resources Based on Artificial Intelligence
Jiacheng Cai, Lingling Xie, Ting Qiu, Yanwa Gao
In order to understand the legal protection of intellectual property rights, a research on intellectual property protection management platform of digital resources based on artificial intelligence is put forward. Firstly, with the help of digital resources of artificial intelligence, this paper determines...
Proceedings Article
A Blockchain Based Security Scheme for Legal Electronic Service
Dongsheng Hou, Yu Du, Yukun Hao, Jingting Ji
Electronic service has long been regarded as a significant legal service method for the optimal distribution of limited judicial resources. However, information security remains the major concerns within academia and judicial authorities during the actual application. Within current legal framework,...
Proceedings Article
Research on Data Analysis and Optimization Based on Small Third-Party Logistics Companies in China
Yelan Zhu, Baohua Guo, Huihui Wang, Qingwen Guo, Zhe Meng
With the continuous development of global economic integration and science and technology, the level of development of modern transportation has become one of the standards for measuring a country’s economic strength. The process of trade transportation has promoted the improvement of the logistics transportation...
Proceedings Article
Analysis of Career Development Factors of Workers with New Employment Forms
Haoran Wang, Xiaoyang Wang
Through a survey of the newly employed form of labor groups in prefecture-level cities, we analyze the basic characteristics of their masses, their occupational characteristics, and identify the factors that affect the four variables of the group's monthly income level, willingness to participate...
Proceedings Article
Study on Quality and Safety Control of Agricultural Product with Geographical Indication of Farmers’ Cooperatives
Aimin Zhang, Huibin Zhan, Jielong Yu
Quality and safety is the source of maintaining the value of all commodities. Compared with general products, the quality and safety control of geographical indication products is more complicated and involves different interest groups, while farmers’ cooperatives, which are related to the production...
Proceedings Article
Core Key Points Framework of Logistics Network Optimization Research of Internet Second-Hand Trading Platform Under C2B2C Mode
Huan Zhang
With the rapid development of mobile Internet, the second-hand Internet trading platform is becoming more and more mature and perfect. In C2B2C mode, the Internet second-hand trading platform faces different markets, and different categories of used car e-commerce are constantly appearing. From C2C transaction...
Proceedings Article
Research on Speech Enhancement Algorithms for Wearable Devices
Jingze Fu, Fulang Sun, Hao Yin, Bingyu Shen, Zihao Wang, Hengfan Zhang
Speech is the primary information carrier in human communication and the interference could be caused by environmental noise. The speech enhancement algorithm is an effective method to reduce noise and improve the subjective feeling of the human ear. The existing speech enhancement algorithms can be...
Proceedings Article
How the Green Finance Policy of China’s Central Bank Helps the Green Transformation of Enterprises
Suikun Wang, Chenxi Dong
We conducted a quasi-natural experiment, based on the Medium-term Lending Facility (MLF) collateral expansion and green bonds are included as eligible collateral since then. We adopts a triple-difference method to empirically test whether the green finance policy of China’s Central Bank collateral promotes...
Proceedings Article
Research on Chinese Medical Named Entity Recognition Based on ALBERT and IDCNN
Ziyue Zhang, Li Jin, Yan Huang, Weilin Li
BERT (Bidirectional Encoder Representations from Transformers) as a pre-training model has been widely used in the field of natural language processing, of course, it also covers the field of Chinese medical text. In the process of actually dealing with Chinese tasks, BERT also has its own shortcomings,...
Proceedings Article
Government Subsidies and Inefficient Investment: Empirical Evidence Based on OLS Model
Haiwei Xu
This paper takes China’s A-share listed companies from 2015 to 2018 as research samples, uses OLS model to investigate the influence of government subsidies on inefficient investment of enterprises, and tests the moderating effect of executive stock ownership in the relationship between government subsidies...
Proceedings Article
Credit Allocation Considering Loaner’s Credit Risk and Willingness for Acceptance: A Hybrid XGBoost-Topsis Enabled Optimization Approach
Genglin Zhu, Zixin Peng, Mu Li, Jiantao Fan, Xinjun Lai
Banks provide financial support for enterprises but may bear more risks lending to SMEs. This paper aims to reduce the credit risk of banks while maximizing their revenue. To provide banks with optimal credit strategy, this paper considers the accuracy of enterprise default risk. In this paper, banks...
Proceedings Article
Exploration on the Application of ERP and WMS Integration Technology in Engineering Enterprises
Cuicui Wei, Fanzhao Meng, Da Han, Wenhuan Pang, Lixiang Mao, Changzhao Xu, Yang Yu
In order to realize the management goal of information resource sharing in manufacturing enterprises, ERP and WMS system integration is very important for the development of enterprises. Break the information island, realize inventory fine management, intelligent operation, reduce the dependence of manual...
Proceedings Article
Effective Dynamic Taint Analysis of Java Web Applications
Yan Huang, Chaohui He, Chenglong He, Chaoyong Wang
With the rapid development of the Internet, network security is the most important issue for businesses and people. Vulnerabilities caused by user input and not treated harmlessly are the easiest to be exploited by hackers. In this paper, a tool named FastTaint is implemented, by using the principle...
Proceedings Article
Spatial and Temporal Trends of Carbon Emissions Caused by Buildings in China
Bin Chen, Yawei Qin, Tiemei Zeng, Xianguo Wu, Zongbao Feng
Carbon emission caused by buildings is an important source of regional carbon emission, and it changes with time and space. This is due to the agglomeration effect of economic and construction industry development. Meanwhile, climates in different regions also have great differences in energy consumption....
Proceedings Article
CPA Audit and Corporate Financial Fraud: An Analysis Based on Game Theory Model
Haiwei Xu
China’s capital market and securities market have been developing rapidly in recent years, but the related systems have not been improved accordingly. In the process of development, many financial fraud incidents have occurred, which have seriously damaged the public interests. Based on the game theory,...
Proceedings Article
Application of Big Data Analysis Technology in Financial Investment Risk Management
Yongfang Nie, Qingguo Nie
Based on the application of big data analysis technology in financial investment risk management, this paper makes a detailed analysis to help enterprises reasonably plan financial investment and realize the reasonable control of financial investment risk. Data analysis carries out systematic processing...
Proceedings Article
Research on the Path to Improve the Financial Performance of New Energy Listed Companies Based on Configuration Perspective
Xianyun Wu, Chunhua Lv, Dekuan Liu
Green development is the basic concept of China's economic development at this stage, and under the double pressure of resource crisis and environmental crisis, green development has put forward higher requirements for the development of new energy industry. This study selects a sample of 456 cases...
Proceedings Article
Analysis and Forecast of Producer Price Index of Agricultural Products in Heilongjiang Province
Yongjuan Wang, Yan Yao, Xichun Jiang
The producer price index of agricultural products is an important part of agricultural economic development. Studying the fluctuation trend of the producer price index of agricultural products and forecasting future short-term data can promote the better development of the agricultural product market...
Proceedings Article
An Empirical Study on Tax Collection and Debt Financing Cost
Based on the Moderating Effect of Accounting Robustness
Rongrong Liu
This paper takes A-share listed companies in Shanghai and Shenzhen stock markets of China from 2018 to 2020 as research samples, collects relevant data and processes them into corresponding panel data through data software, empirically studies the correlation between the debt financing cost and local...
Proceedings Article
Regional Innovation of Sustainable Development Model of Digital Finance
Ran Huo
This article is based on Chinese provincial panel data from 2011 to 2019, by using the fixed effects model to empirically test the relationship between the development of digital inclusive finance and regional innovation output and further inspection east Midwest heterogeneity effect of regional innovation,...
Proceedings Article
Multifractal Detrended Cross-Correlation Analysis on Returns of Soybean Futures and Spot Markets
Jia Liu, Hanfei Li, Ping Yu, Youyi Wu
Considering that multifractal characteristics widely exists in financial markets, this paper adopts the multifractal detrended cross-correlation analysis (MF-DCCA) method to study the correlation between futures and spot returns in China's soybean market. Based on the data of soybean No. 1 futures...
Proceedings Article
Application of Population Ageing in Regional Sustainable Development
Ran Huo
This article is based on Chinese provincial panel data from 2006 to 2019, by using the fixed effects model for the improvement of the aging population of the empirical test on the influence of the level of regional innovation, and further examines the east Midwest heterogeneity influence on regional...
Proceedings Article
Developing a Smart Real Property Management System: A Case Study in Hangzhou, China
Haiwei Zhou, Jianjun Yu, Jiansheng Ye, Jie Huang, Hangjian Feng
The real property is one of the critical assets in the city that engages in multiple stakeholders like consumers, agents, government authorities, and construction contractors. Construction of a smart real property management system is of particular importance to manage the life cycle of properties effectively....
Proceedings Article
Applying Linear Program to Real World
Jingchao Wang, Jiaen Li
Linear programming can apply to real-life problems. Simplex methods, one of the common methods can be used to calculate some math involved problems in daily life, providing an accurate solution that is restrained by the given information and data. In this paper, ideas of linear programming and simplex...
Proceedings Article
Analysis of the Impact of Real Estate Policies on Carbon Emissions of Residential Buildings in Small and Medium-Sized Cities in China with Spatial and Temporal Heterogeneity
Ziyang Yu, Huijia Hu, Ruizhe Fan, Jiayue Wu
China has set a target of peak carbon by 2030 and a target of carbon neutrality by 2060. In recent years, many residential buildings in small and medium-sized cities are in a state of imbalance between supply and demand, and the task of carbon emission reduction is onerous. In this paper, the full life...
Proceedings Article
Research on Top Management Team Trait and Firm Performance
Yinjie Han
As the strategic decision-makers of the enterprise, top management team has a profound impact on the efficiency of R&D investment of the enterprise, and even decides whether the enterprise makes plans and decisions on investment. This research focuses on the relationship between the demographic characteristics,...
Proceedings Article
An Empirical Experiment of Factors Influencing the Quality of Carbon Accounting Disclosure in the Context of Big Data
Empirical Evidence from 21 A-Share Listed Companies in China
Xiaowen Gan
In the context of global carbon neutrality, the development of information technology has strengthened the accuracy and efficiency of accounting information disclosure, and carbon accounting information disclosure has become an important initiative for global enterprises in the development of the digital...
Proceedings Article
The Development Model of Forestry Tourism from the View of Ecological Civilization
Shufang Xia, Conggang Lv, Shufang Ding
With the continuous development and improvement of China’s economic level, people’s consumption power has also been greatly improved, and tourism has gradually become the most popular leisure and entertainment activities. In order to promote the practice of circular economy system, change the current...
Proceedings Article
An Data Analysis on Capital Flow and Real Effective Exchange Rate
Ping Zhang, Yixin Hao
In the back ground of internationalization of RMB, this study focuses on the impact of various types of capital flows on real effective exchange rate in the Economic development process of China. Using three major kinds of capital flows Data of China in 1994–2015, through Cointegration Analysis and Granger...
Proceedings Article
Research on Electric Power Marketing Service System Based on Alipay Applet
Ying Jiang, Fei Lou, Wei Zhang, Yuling Chen, Yi chi Zhang
In order to improve the quality of electric power marketing service, this paper puts forward the research of electric power marketing service system based on Alipay applet. The architecture of Alipay applet system for online channel of electric power marketing designed in this paper mainly includes three...
Proceedings Article
Research on Internal Control of Financial Accounting Information System Under ERP Environment
Yixi Zhang, Sixuan He, Yiran Tao
This article mainly briefly introduces the relevant content of the ERP environment, and elaborates the necessity of implementing the internal control of the financial accounting information system under the ERP environment. The author analyzes the influence of the ERP environment on the internal control...
Proceedings Article
Equity Heterogeneity, Manager Tenure and Corporate Innovation
Menghao Lin
Against the backdrop of comprehensively advancing the reform of mixed ownership, equity heterogeneity has been revisited and widely known. Heterogeneous equity is closely related to corporate innovation, and the emergence of agency problems makes the term of executives as an inevitable link between the...
Proceedings Article
Prediction of Adolescent Suicidal Tendency Based on Random Forest Algorithm
Qixuan Sun, Haiyang Ding
Suicide is a serious public health problem in today's society. It is of great social significance to conduct in-depth research on suicide prevention. In this study, suicide risk assessment methods based on random forest algorithm were investigated. The random matching and traversal matching algorithms...
Proceedings Article
Multi-module Accounting Sharing Model from the Perspective of Regional Network
Zhenshui Song
In order to improve the multi-module accounting sharing ability and the accuracy of shared data query, a multi-module accounting sharing model under the regional network perspective is proposed. The big data fusion and fuzzy association mining method are used to extract information and construct features...
Proceedings Article
The Influence of Different Executive Characteristics on Corporate Tax Avoidance
Xin Ding
Based on the national policy background of increasing tax incentives in recent years, this paper studies the relationship between executive characteristics and corporate tax avoidance with a sample of all A-share listed companies from 2015 to 2020, and examines the influence of the gender, education,...