Atlantis Highlights in Intelligent Systems
789 articles
Proceedings Article
Separate Source Predictive Control of Gas Emission based on psobp AdaBoost
Tao Xu, Tong Cheng
Gas disaster is a great challenge for coal mine enterprises to work safely. Once gas disaster happens, people’s life and property safety will face great threat. High precision prediction of gas emission is an important measure to improve gas prevention and gas control, and it is of great practical significance...
Proceedings Article
An Effective Controller Design for BLDC Motor Drive with Nature Inspired Heuristic Algorithm
Trinayani Chittajallu, Ravi Srinivas Lanka
In this paper, an effective controller design for the BLDC motor drive is proposed using nature inspired Whale Optimization Algorithm (WOA). The PI controller is developed for the speed control of BLDC motor using Whale Optimization Algorithm. The gain settings of a PI controller are improved using WOA,...
Proceedings Article
Spatial-Temporal Pattern of Scientific and Technological Talent Agglomeration and Its Influencing Factors in Chengdu-Chongqing City Cluster
Jinjing Zeng, Xi Wu
The study of change and influencing factors in the Chengdu-Chongqing city cluster may contribute to science and technology innovation, as well as enrich existing population geography theories, expand the scope of application of multivariate statistical analysis by exploring factors that influence the...
Proceedings Article
Optimization of Machine Learning Models for Prediction of Personal Loan Default Rate
Yanghuai He, Yuzhe Jian, Tianyuan Liu, Huaijin Xue
The credit industry’s continuing expansion depends on the application of modern information technology to lower the risk of credit default. Traditional credit default prediction model research places too much emphasis on the model’s accuracy while ignoring some of its most important characteristics....
Proceedings Article
Intelligent Question Answering System for Internet of things data analysis and educational technology
Yanzhuang Chen
Question answering is an indispensable part of the teaching process. The effect of question answering largely depends on the form of the link and whether it can meet the individual needs of students. The traditional teacher learner face-to-face question answering and e-mail question answering can not...
Proceedings Article
Research and Analysis of Data Modeling in Financial Management Based on the Context of Artificial Intelligence Technology
Chuanan Su
By building a supply chain finance platform based on the Internet, informatizing and networking the financial chain business and realizing network-based supply chain business management with the help of information technology, it can greatly promote the efficiency of supply chain-related business management....
Proceedings Article
Research on the Design of Cultural and Creative Products from the Perspective of Tianjin Intangible Cultural Heritage
Take graduation design works as an example
Xu Zhang, Ya-Jie Gong, Xi-Peng Liao
With Tianjin folk art intangible cultural heritage Yang Liuqing New Year paintings, Clay Figure Zhang and Kite Wei as the research background, 24 graduation design works of Tianjin University of Technology are taken as the case study. To explore the elements of the integrated design method of intangible...
Proceedings Article
LSTM Time Series Price Prediction - Deterministic Strategy Gradient Dynamic Programming
Yuxiao Duan, Yuzhuo Dang, Honghui Chen
With its unique challenge and excitement, the stock market has attracted many scholars and investors to study it, especially in the new field of investment transaction and computer technology, and has made a series of achievements. Using the time-series price data of gold and bitcoin, our team builds...
Proceedings Article
Integration Research on Driving Factors of Green Innovation in Tourism Enterprises
Jun Bao, Peiying Wu, Yingda Wang
This paper sorts out the influencing factors and formation mechanism of corporate green innovation, and determines that the two-dimensional regulatory pressure of mandatory pressure and incentive pressure, and the three-dimensional normative pressure of customer environmental protection pressure, competitor...
Proceedings Article
Natural Image Classification Method based on Deep Learning
Mingwen-Chi
In this paper, natural image classification based on deep learning is studied. Image classification is an important research direction in the field of computer vision. With the rapid development of Internet and mobile terminals in recent years, the number of pictures in various social networking sites...
Proceedings Article
Development of an Exploratory Blockchain for Enhanced Data Security in Smart Grids
Nishkar Naraindath, Ramesh Bansal, Raj Naidoo
Data integrity is of paramount importance to the operation and analysis of Microgrids. This paper has developed a functional blockchain system incorporating digital file hashing. The system provides the means to detect file tampering contributing to the advancement of data transparency and security....
Proceedings Article
An Empirical Analysis of the Impact of Digital Economy on Enterprise Technological Innovation
Ping Han, Shouqian Yu
The inter-provincial panel data of China from 2015 to 2019 is used as the data source of this paper. Firstly, a comprehensive evaluation index system of digital economy is established, then the comprehensive development level of digital economy is calculated by entropy method. Secondly, this paper empirically...
Proceedings Article
Relationship Between Market Confidence Management and Economic Growth-Based on VAR Model
Zhudan Li, Jiang Guo
By selecting the data from the National Bureau of Statistics and the People’s Bank of China from the first quarter of 2005 to the second quarter of 2020, the VAR model was established, Granger causality test and impulse response function were used to analyze the dynamic relationship between banker confidence,...
Proceedings Article
Research on the design of intelligent tourism auxiliary decision-making service platform based on local tourism big data
Zehui Wang, Dianwei Chi
With the continuous development of local tourism big data and artificial intelligence technology, it provides the necessary conditions for the construction of local intelligent tourism class auxiliary service and decision-making platform. In this paper, data collection and preprocessing of data from...
Proceedings Article
Privacy and Security of Internet of Things Data in Financial File Management
Lili Fan
With the advent of the information society, the new technological revolution represented by the development and application of modern information technology is bound to accelerate the process of enterprise informatization in our country. As the basic work of enterprise management, financial archives...
Proceedings Article
Exploration of Construction Waste Treatment and Management Practice in the Zero Waste Cities of China
Take Shenzhen City as an Example
Cong Peng, Zhengquan Liu
Zero waste cities will become the model of sustainable cities in China in the future. In order to build a smart and low-carbon city and promote the construction of a zero waste city, Shenzhen city of China has adopted the platform of intelligent construction waste management system to collect and monitor...
Proceedings Article
Application Research of Installation Art Based on Digital Media
Case Study on LED Display Technology
Anjing Zhuo, Veerawat Sirivesmas, Ruenglada Punyalikit
With the development of science and technology in the world today, humanity has entered a digital high-tech information era, and the wide application of digital media has also been reflected in various fields. Looking at the current society, film, music, projection technology, and other technological...
Proceedings Article
Stock Price Predictions Using Machine Learning Models
Zebin Guo
Stock predicting is one of the most common topics nowadays. For decades, the stock has been one of the most significant problems in people's life. Many people wish to obtain a higher opportunity to profit by pouring their fortune into the economic market. Consequently, the stock price prediction...
Proceedings Article
Markowitz-Based Portfolio Research
Yuyang Lin, Guoxi Su, Jingrui Pan, Pengtao Zhang
Stock investment, as an investment behavior, faces various situations of unknown uncertainty, therefore, it is very important to reduce the unsystematic risk of stocks and eliminate uncertainty by various means and technical methods for investing in stocks. In this paper, we will use python and the data...
Proceedings Article
Virtual Simulation Teaching Course Design based on Internet of Things Data Transmission
Gao Yushu
Accelerating the construction of educational informatization and leading the construction of virtual simulation experiment teaching center is an important reform plan put forward by the Ministry of education in the information age. Today’s era has entered the information age. Advanced science and technology...
Proceedings Article
Research on the Prediction of Overall Monthly Active Users of WeChat Mini Programs Based on Linear Regression
Lidong Liu, Jiajia Hu, Yantao He, Sijia Liu, Shuhua Li, Yongbin Luo, Rong Zhang, Ziyu Chen
In recent years, the user base of WeChat mini programs has experienced a consistent growth. This study employs a linear regression approach to forecast the future monthly active user count for these mini programs. Throughout our research, we utilized two distinct methods to independently determine the...
Proceedings Article
Application of Portfolio Price Forecasting Based on ARIMA-GARCH Model
Jiayu Wang
Gold and bitcoins as a typical liquid asset, gold and bitcoin as two types of investment options are favored by many investors in the market, but how to make a portfolio investment, the biggest return in the limited principal conditions, is a matter many investors are concerned about. Based on the historical...
Proceedings Article
Evaluation of Transfer Efficiency Between Urban Rail Transit and Conventional Bus
Li Lin, Xuelei Meng, Yuanding Cui, Zheng Han
Aiming at the problem of transfer between urban rail transit and conventional bus, we select four first level indicators such as efficiency, convenience, comfort and synergy as well as ten second level indicators. Firstly, expert scoring method is used to calculate the indicator weight, then the analytic...
Proceedings Article
Design of Marine Fishery Service System Based on Sustainable Concept
Lanyu Liu, Chaowe Wang, Zheng Wang
Marine fishery is a national strategic industry. China’s marine fishery started in 1985 and has become one of the major marine fishery countries in the world after more than 30 years of development. The research explore the design method of marine fishery service system under the sustainable concept,...
Proceedings Article
Analysis of Educational Big Data Mining Based on Deep Learning Technology
Jianwu He
Behavioral data comes from a large database that collects data on students’ use of their campus smart cards. The main work of this paper includes: (1) firstly, this paper summarizes the research status of student behavior analysis and educational data mining technology at home and abroad, and further...
Proceedings Article
The Related Fusion Application of Computer Remote Network Communication Technology and Community E-commerce
Feinan She
With the rise of e-commerce and community marketing, it is particularly important to understand consumer behavior in the online community environment for the development of enterprises and community economy. Based on the theory of environmental psychology and from the perspective of online community...
Proceedings Article
A data-driven comprehensive evaluation method for Data Link
Lidong Zhang, Dan Wang
The data-driven data link comprehensive evaluation method is mainly used for heterogeneous business data management and intelligent analysis of test data in data link comprehensive testing. Heterogeneous business data management provides testing services such as storage, invocation, and management of...
Proceedings Article
Research on the Impact of Digital Economy on the International Trade Under the Double Circulation Pattern
Yurong Zhu, Jie Liu, Ziwei Shang, Yuge Li
In order to quantitatively analyze the enabling effect of digital economy on urban international trade from the city level, based on the sample data of 133 major prefecture-level cities from 2013 to 2019, the impact of digital economy on international trade is analyzed by using fixed effect model. The...
Proceedings Article
Information Security Detection and Analysis Based on Big Data and Artificial Intelligence Technology
Xiuzhuo Wei, Rui Ma, Lei Mu, Huinan Zhao
Under the background of big data and cloud computing, computer network security is facing new security threats, and big data also provides a big data foundation for the application of artificial intelligence technology in computer network security detection system. This paper studies the application...
Proceedings Article
Design and Implementation of Internet of Things Big Data in Computer Application Basic Course Examination System
Caihua Kong
With the development of computer technology and network technology, the application of computer in the field of education is more and more widely. In modern teaching, many subjects are gradually using computer as a tool for examination, that is, paperless examination. So as to save human and material...
Proceedings Article
Construction and Evaluation of Risk Index System for Intelligent Transportation System Development Project
Jiajia Xu, Xuemei Li
This article defines and analysis the risks of intelligent transportation systems that are different from the traditional IT project development process, it combines the types of risks in the development process of traditional IT projects, and forms a two-tier risk index evaluation system suitable for...
Proceedings Article
Research on Chinese Named Entity Recognition Based on RoBERTa-BIGRU-MRC Model
Huai Peng, Xianghong Tang
Nested entity is the focus and difficulty of Chinese named entity recognition. The existing methods regard nested NER as two subtasks of Chinese word segmentation and sequence annotation. This method depends very much on the quality of input word vector, and low-quality word vector will lead to the error...
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
Exploration and Research on the New Mode of Enterprise Innovation and Development Based on Big Data Analysis Technology
Shan Huang
The power mechanism of continuous innovation is one of the main mechanisms constituting the continuous innovation mechanism of an enterprise, and it is also an important magic weapon for the enduring of the enterprise. It is the guarantee for innovative enterprises to acquire lasting core competitiveness...
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
Research on the Influence of Transnational Technology Merger and Acquisition on the Rate of Domestic Added Value of Chinese Enterprises' Exports
Zhixian Wang
As research samples, this paper employs the cross-border technology M&A events of 175 A-share listed companies in Shanghai and Shenzhen from 2007 to 2021. An examination of the effect and process of transnational technology M&A on the rate of domestic added value of enterprises’ exports was conducted...
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
Mining of Credit Risk Factors for New Agricultural Entities under the Big Data of Agricultural Economy in Jilin Province
Chunhui Wang
The excavation of credit risk factors for new agricultural entities plays an important role in providing comprehensive credit evaluation and promoting stable growth of the agricultural economy. The current traditional mining methods lack objectivity and accuracy, making it difficult to provide effective...
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
Development of Tourism Website Based on Java
Guangjian Chen, Siyan Tao, Xin Wan, Yang Lin
This article is based on the IDEA platform, using Spring Boot and Vue as the main development frameworks, using MySQL to create a backstage database, and ultimately designing and implementing a tourism website. The website mainly includes functional modules such as attraction inquiry, information management,...
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
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
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
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
Application Research of RPA Technology in the Construction of Financial Robot Business Automation Processing Platform
Yaru Qi
There are still many inefficient manual processing tasks in the financial field, so it is crucial to adopt financial robots based on RPA technology. In order to automatically obtain the financial fields of web pages and intelligent classified financial data, the financial data automatic capture robot...
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
Web 3.0: the impact of virtual spokesperson generation characteristics on consumer brand attitudes
Shu Yu, Xinyi Qiao
Against the backdrop of increasing entertainment demand and the continuous iteration of AI and other technologies, the development of generative virtual spokespersons promotes the deep integration and development of the Internet, big data, artificial intelligence and the real economy. Generative virtual...
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
Command Execution Bypassing Evasion Based on Win32Net Module
Shengke Ye, Weiqiang Qin, Tinghua Chen, Dewei Ou, Genhai Zhang
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
A study on speech recognition of Tibetan Amdo based on whisper
Like Ma, Guanyu Li, Runyu Zhe
In languages like Amdo Tibetan, which have a small speaker population and pose challenges in data collection, achieving high accuracy in speech recognition remains a considerable challenge. Whisper, a general-purpose speech recognition model developed by OpenAI, achieves near-human levels of accuracy...
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
A Cross-Chain Scheme for Goods Atomicity in E-commerce Transactions
Yuanzhe Liu, Yukun Zheng, Yahui Guo, Yinyan Dou, Zhiming Cai
E-commerce has become a crucial part of global economic activities, and ensuring the atomicity of transactions in E-commerce is vital. So far, existing E-commerce solutions face the following atomicity problems: DigiCash with double-spending, SSL and SET with failing to ensure goods atomicity, and the...
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 Carbon Emission Reduction of ICT Enabled Manufacturing Industry
——A Case Study of China Telecom
Juanjuan Feng, Yonglian Weng, Shuo Chen, Tianjian Yang
The development of Chinese traditional manufacturing industry is accompanied by high carbon emissions. In order to promote the sustainable development of manufacturing industry, information and communication technology (ICT) is applied to upgrade manufacturing with a hope of both promoting sustainability...
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
Synthesis of Tibetan Amdo based on VITS
Chao Wei, Guanyu Li, Dongliang Chen
Tibetan Amdo, a significant dialect of the Tibetan language, currently lacks large-scale, high-quality speech databases. It faces challenges such as a limited number of researchers, incomplete and inaccurate coverage of the Tibetan phoneme lexicon, and subpar quality of synthesized speech. This paper...