Proceedings of the 2024 3rd International Conference on Artificial Intelligence, Internet and Digital Economy (ICAID 2024)
62 articles
Proceedings Article
Peer-Review Statements
Anandakumar Haldorai, Dilbag Singh, Anil Kumar, Mir Sajjad Hussain Talpur, Chawki Djeddi
All of the articles in this proceedings volume have been presented at the 3rd International Conference on Artificial Intelligence, Internet and Digital Economy (ICAID 2024) during April 19-21, 2024 in Bangkok, Thailand. These articles have been peer reviewed by the members of the Scientific Committees...
Proceedings Article
Research on evaluation system and method of EVs’ development trend
Zesen Li, Xiaoyun Yuan, Bingjie Li, Jing Shi
Electric vehicles (EVs) are an significant instrument for clean substitution in China’s transportation due to their low-carbon emission characteristics. Analyzing EVs’ development trend requires developing an evaluation system. This paper proposes an evaluation index system that takes into account the...
Proceedings Article
ChatGPT & RPG Game: A New Option for Student to Study with Artificial Intelligence
Murong Guo, Tianbin Liu
This essay is discussing integration of ChatGPT into a role-playing game (RPG). Currently, students are having a large workload on their study. However, this may lead to them to lose their interests. To improve effectiveness, we designed an educational purposed role-playing game and add ChatGPT into...
Proceedings Article
Research on the evaluation of enterprise digital transformation maturity based on comprehensive evaluation model
Ruiwen Ma, Hao Chang
The comprehensive promotion of China’s intelligent strategy has provided a huge development opportunity for the digital transformation of enterprises. However, due to the influence of factors such as market environment, industry characteristics and digital foundation, there are large differences in the...
Proceedings Article
Optimizing Portfolio Management and Risk Assessment in Digital Assets Using Deep Learning for Predictive Analysis
Qishuo Cheng, Le Yang, Jiajian Zheng, Miao Tian, Duan Xin
Portfolio management issues have been extensively studied in the field of artificial intelligence in recent years, but existing deep learning-based quantitative trading methods have some areas where they could be improved. First of all, the prediction mode of stocks is singular; often, only one trading...
Proceedings Article
Design and implementation of a data-driven tobacco production line warning system
Xiaoshan Si, Qiande Sun, Wentao Xu
In various stages of cigarette production, abnormal data is often generated, directly or indirectly impacting product quality and output. Previous studies relied on tobacco warning systems to monitor and alert on data exceeding set thresholds, reducing production losses caused by abnormal data. However,...
Proceedings Article
Analysis of Spatial Structure of Digital Information Service Industry - Based on Social Network Model and Modified Gravity Model
Bai Yang, Xinyang Li, Yu Tian, Shi Huang
Digital economy, as a more advanced and sustainable new economic form after the agricultural economy and industrial economy, is not only an important factor affecting China’s and even the global economic development in the present and the future, but also a key weight in constructing a new pattern of...
Proceedings Article
Design of electronic shelf label and Zigbee gateway based on electrophoretic display technology
Runyu Yang, Xuxiu Zhang, Kaipu Cao
Aiming at the shortcomings of the current paper shelf label, such as low efficiency of manual replacement, untimely information updating, and complicated management, this paper proposes an electronic shelf label system based on electrophoretic display technology, which is combined with Zigbee gateway...
Proceedings Article
Overview of water supply operation and maintenance management service system
Shixiang Chen
In order to solve the problems of backward management level, lack of professional and technical personnel, high effluent quality requirements and equipment operation and maintenance management of traditional water supply production enterprises, it is necessary to study a set of operation and maintenance...
Proceedings Article
Intelligent Foundation Pit based on Digital Twin Technology Safety Monitoring and Prediction
Jingxian Sun, Cheng Zhang, Shen Luo, Fei Meng, Jian Gao, Jinyuan Wu, Chaowen Xie, Tianheng Guo
With the increasing scale of foundation pit engineering, construction constraints are becoming more and more complex, under this background, it is urgent to carry out automatic monitoring and safety control of foundation pit Taking Tagang Village foundation pit project in Zengcheng District of Guangzhou...
Proceedings Article
How do artificial intelligence applications affect the performance of intelligent manufacturing enterprises-- Research from the Perspective of Human Capital Structure
Zeshuang Liu, Jiayi Li
The use of artificial intelligence technology can bring economic benefits to intelligent manufacturing enterprises. However, it can also lead to changes in the human capital structure of these enterprises due to the substitution and complementary collaboration of artificial intelligence with human work....
Proceedings Article
Research on fusion and integration method of BIM and GIS data
Shutao Dong, Xiangshang Wang, Feifei Zhao, Jianguang Zhang, Chunlin Li, Jianuo Wang
Building Information Model (BIM) provides a detailed description of various information throughout the lifecycle of a micro building, but it lacks the expression of macro geographical scene and has insufficient spatial analysis capability, while 3D Geographic Information Systems (GIS) focuses on describing...
Proceedings Article
Research on manufacturing service recommendation method based on Product-based Neural Network
Lei Wang, Lingrui Zhao
Addressing the issue of overwhelming information on cloud-based manufacturing service platforms due to an excessive volume of service-related data, a manufacturing service recommendation method based on Product-based Neural Network (PNN) is proposed, which successfully solved the shortcomings of traditional...
Proceedings Article
Research on Self-inspired Intelligent Question Answering Method Based on Socratic Questioning
Zhichao Yao, Haoran Ji
Large language model has become one of the hot research contents in the field of artificial intelligence due to its excellent ability in natural language processing tasks. However, large language models usually have the disadvantages of over-reliance on surface statistical information and lack of deep...
Proceedings Article
The Impact Factors of TikTok Live Shopping Features on Consumer Purchase Intentions: Evidence from China
Gaoshuo Zhang
Drawing upon the Stimulus-Organism-Response (SOR) theory, this investigation delineates TikTok (Douyin) live shopping’s attributes into visual appeal, professionalism, price competitiveness, and sense of presence. A theoretical model is developed to scrutinize these attributes’ impact on consumer purchase...
Proceedings Article
Combating Illegal Wildlife Trade through Big Data Monitoring and Management
Wenzhuo Wang, Jianing He, Shuo Liu
Illegal wildlife trade is a persistent global issue that threatens biodiversity and ecological stability. Addressing this challenge requires innovative approaches, including leveraging big data for management solutions. This paper conducts a comprehensive evaluation and analysis of a management project...
Proceedings Article
Research on Tourism Experience of Tourists in Natural Resource-based Scenic Spots in the Context of Big Data
Yuanda Wu
Exploring the optimization strategies of natural resource-based attractions from the Perspective of tourist experience, It is of great significance to enhance the quality of tourists’ experience and promote the sustainable development of scenic spots. The article takes Huangguoshu Waterfall as the case...
Proceedings Article
Practice and Exploration of Artificial Intelligence Ethics Education in Higher Education
Peng Kong, Jun Li, Jing Zhang
With the rapid development of artificial intelligence technology, its application in multiple fields has achieved significant results. However, at the same time, the ethical issues of artificial intelligence have become increasingly prominent, especially the problem of technology abuse, which has brought...
Proceedings Article
Hot topics and frontier evolution of strength training for physical health in older adults research: a bibliometric mapping from 2012 to 2021
Xinjin Fu, Yao Wang, Xiaoqi Xu, Hongshen Pang, Yuenan Zhu
We investigated the hotspots and research trends of foreign strength training to provide a reference for the practice of strength training in China. Methods: Cite Space and VOSviewer software was used to visualize and analyze the research hotspots and cutting-edge areas of 4827 foreign papers in the...
Proceedings Article
Stock price forecast based on improved Transformer
Hongwei Zhang
Nowadays, the stock trading market is expanding day by day due to economic globalization, and the stock trading data is increasing day by day. How to use more effective methods to select high quality stocks from numerous stock data has become an increasingly concerned issue for shareholders. Time series...
Proceedings Article
Analysis of China-Myanmar Energy Interconnection and Trade Cooperation via AHP-SWOT Approach
Tailin Xu, Tao Shi
Since the initiation of one belt one road was firstly proposed by China, it have attracted worldwide attention. International energy cooperation is critical in this initiation. Myanmar occupies a unique geographical advantage among the countries along the belt one road, and the construction of power...
Proceedings Article
Research and Implementation of Digital Transformation Methods for Process Manufacturing Enterprises Based on Employee Performance
Weipeng Tai, Aoyue Ma, Qianrui Dai, Jinglin Li, Xudong Hong
Process manufacturing enterprises usually adopt KPI (Key Performance Indicator) or OKR (Objectives and Key Results) methods to assess the performance of employees. The collection of assessment indicators is difficult and complex, and it is difficult to meet the requirements of objectivity, accuracy and...
Proceedings Article
Selection of Excellent Digital Demonstration Units Based on Entropy Weight TOPSIS Method
Yi Tian, Jingyu Huang, Jianbin Zhao, Libin Wang, Shaokang Zhao, Shouliang Chai, Chao Ma, Pengfei Wang, Yingzi Zhang, Xun Jing
In 2023, in order to accelerate the digital transformation of enterprises, A Provincial Power Company selected 12 units (3 city level units, 4 county-level units, and 5 power supply station level units) to carry out digital demonstration work. At the end of the year, 3 excellent units (1 each at the...
Proceedings Article
Construction of the Effectiveness Evaluation System for Digital Transformation of Power Grid Enterprises
Yi Tian, Jianbin Zhao, Jingyu Huang, Tao Zheng, Xiaona Han, Dongya Zhang, Pengfei Wang, Yingzi Zhang, Xiukun Gong
In response to issues such as incomplete indicators and unreasonable subjective and objective weight settings in the existing enterprise digital transformation effectiveness evaluation model, a digital transformation effectiveness evaluation model for power grid enterprises is proposed. Considering the...
Proceedings Article
Revolutionizing Credit Card Marketing: Bank N’s Journey with a Smart Credit Card Marketing Platform
Zhengyu Zhu
This article presents the development and implementation of a Smart Credit Card Marketing Platform (SCMP) at Bank N, aimed at revolutionizing its credit card marketing strategies. Leveraging Marketing Technology (MARTECH), the SCMP integrates data analytics, artificial intelligence, and visual data representation...
Proceedings Article
Data Statistics Applications in Regulating the Balance of the Wildlife Trade
Zhanghao Chen, Yifei Chen, Xuan Gao, Xinyu Zhu, Jianfei Liu
The global wildlife trade is a massive industry, with over 36,000 protected species and profits exceeding $20 billion. While this trade brings huge profits to those involved, it also increases the risk of zoonotic diseases. To analyse the wildlife trade, we used the CITES trade database, which contains...
Proceedings Article
Innovative Chatbot Technologies and Trends
Yaoyu Liu
Artificial Intelligence (AI) technology, which was out of reach in today’s society, has become commonplace, and chatbots are commonly used in a variety of industries. This paper describes the development of chatbots and their market potential. It describes the scenarios and innovations of three representative...
Proceedings Article
Innovative Practice of Collaborative Education between Industry and Academia in Talent Cultivation in the Field of E-commerce Under the Background of Mass Entrepreneurship and Innovation
Ye Wang
This study delves into the evolving demands on e-commerce talent in the “mass entrepreneurship and innovation” era, focusing on the synergy between academia and industry through internet-driven practices. It analyses e-commerce trends and the impact of internet technologies on required skills, proposing...
Proceedings Article
A Study of the Impact of Digital Transformation on the Risk Level of Commercial Banks
Xingyu Wang, Mengjie Qi
Preventing and mitigating commercial bank risks is an important part of promoting the high-quality development of the financial industry. Whether and how the digital transformation of banks mitigates their risk level has important research value. This paper takes the sample of commercial banks from 2011...
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
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
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
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
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
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
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
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
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
Command Execution Bypassing Evasion Based on Win32Net Module
Shengke Ye, Weiqiang Qin, Tinghua Chen, Dewei Ou, Genhai Zhang
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
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
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
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...
Proceedings Article
Research on the Interpretability Analysis Method of Transient Stability Assessment in Power Systems Based on Deep Learning
Qinfeng Ma, Qingqing Zhang, Mingshun Liu, Jie Zhang, Yihua Zhu, Zhuohang Liang, Su An, Qingxin Pu, Jiang Dai
In this paper, application of deep learning techniques and their interpretability analysis are explored in transient stability assessment of power systems. With the continuous expansion and increasing complexity of power system scales, traditional stability assessment methods are facing new challenges....
Proceedings Article
Study on voluntary environmental regulation and ESG performance based on PSM-DID model
Yi You
China's social and economic growth has advanced at an unprecedented rate. However, a number of governance and environmental risk concerns, such as excessive emissions by factories, recurrent safety mishaps, and internal mismanagement, have surfaced in the setting of economic development. The environmental,...
Proceedings Article
Research on the Mechanism and Pathway of Digital Intelligence Technology Application in Collaborative Emission Reduction in the Chemical Industry
Lei Tian
The integration of digital intelligence has become the core driving force of digitalization and sustainable green development. This convergence relies on data-centricity to achieve deep integration of data, intelligence, cloud computing and network technologies. In recent years, scholars at home and...
Proceedings Article
Construction of information security literacy evaluation model for College students based on Analytic Hierarchy Process
Xi Li, Xiaoxia Yang
In the information age, information security is an important issue faced by contemporary college students, and how to evaluate the information security literacy of college students has become the key to protect the information security of college students. This paper uses the analytic hierarchy process...
Proceedings Article
New Media Operation: Art of Content Innovation and User Interaction
Weiqiang Li, Pengcheng Xie, Sheng Zeng
This paper delves into the development, theoretical foundations, and significance of new media operation in contemporary information dissemination. It firstly introduces the background and significance of new media operation research, emphasizing the central role of content innovation and interactivity....
Proceedings Article
Analysis of Transportation Carbon Emissions in Xinjiang Based on the Carbon Emission Factor Method for Load Weights
Wei Tian, Yanseng Gao, Yuqi Zheng, Na Li, Xiaomin Dai
This study analyzes the carbon emissions of trucks at the Xinjiang G30 Yandun Toll Station using the ‘Carbon Emission Factor Corresponding to Load Weight’ measurement method. The Analysis includes a comparison of emissions between different types of trucks and at different times over a year. The Analysis...
Proceedings Article
Research on the Innovative Model of Integrating Smart Tourism and Agricultural E-commerce in Shiyan City Based on Digital Enablement
Qiang Zheng, Changlong Hu
The development of agricultural e-commerce in Shiyan City is in the early exploration stage and has not yet formed a systematic path for e-commerce development. The characteristics of this stage are abundant resources and a large number of agricultural specialty products, but the infrastructure and service...
Proceedings Article
The Application and Challenges of Blockchain Technology in Accounting and Financial Information Systems
Liao Zhou
This article explores the application of blockchain technology in accounting and financial information systems, emphasizing its advantages in transparency, security, and efficiency, and proposing challenges that need to be addressed in widespread adoption. The decentralized nature of blockchain technology...
Proceedings Article
Applying Machine Learning and Time Series to Predict Real Estate Valuations
Sijian Zhao
This paper focuses on the combined application of time series analysis models and machine learning models in real estate valuation forecasting. When dealing with real estate valuation data, we use deep learning models to extract key features to achieve high accuracy prediction. The performance of four...
Proceedings Article
An Improved YOLOv8 Algorithm Model for Detection of Personal Protective Products in Chemical Plants
Hekang Cheng, Suqun Cao, Daheng Wang, Xinze Shen, Kun Zhao, Jianhui Wu, Tao Jiang, Haitao Zhou, Di Zhang, Jianxue Zhao
With the rapid development of society and the acceleration of industrialization, the chemical industry, with its irreplaceable position, has become an important pillar of the national economy. In the key field of chemical plants, the issue of production safety is particularly prominent. Operators are...
Proceedings Article
Research on the Optimization of Picking Path Considering the Minimization of Goods Damage Cost
Jiaxing Lu, Hui Zhang, Zhenzhuo Zhang, Xiaodong Li, Jia Liu
Along with the vigorous development of e-commerce platforms, all kinds of goods with different values appear on various platforms, with the value of goods exhibiting a considerable gap. In this regard, the packaging damage of goods has consistently been an inevitable problem during the picking process....
Proceedings Article
Intelligent Operation and Maintenance Control Platform for Energy Internet Analysis
Guzainuer Aizaizi, Liang Bai, Zhijie Liu, Pan Xudong, Yedeli Bolati
This paper deeply analyzes the application of intelligent operation and maintenance management and control platform in the energy Internet, and discusses its technical level composition and development mode. Firstly, the concept and development trend of energy Internet are introduced, and then the hierarchy...
Proceedings Article
Application of Video Artificial Intelligence in Smart Expressway Scenarios
Ce Fang, Guangsheng Chen
Using video artificial intelligence analysis and IoT technology, it is possible to digitize the information perceived from individuals, vehicles, roads, and the environment on expressways. This data can then be integrated with big data technology to create a digital intelligent expressway transportation...
Proceedings Article
Research on Data Link Knowledge Graph Technology and Its Application Based on Data
Lidong Zhang, Dan Wang
This paper first analyzes the dilemma of digital construction of data link equipment under the current digital background of our army and the necessity of studying the knowledge graph of data link. Then it introduces the current research status and development process of knowledge graph technology at...
Proceedings Article
Analysing the theoretical connotation and practical path of blockchain technology affecting the digital economy——Evidence from China
Zongting Li, Xiaowen Zou, Yanran Ge
By exploring the impact of blockchain technology on the digital economy, this paper demonstrates the theoretical connotation and practical path of blockchain technology in promoting the development of the digital economy. The study focuses on how blockchain can promote the growth of the digital economy...
Proceedings Article
Detection of offending text for cryptic metaphors and sensitive references
Guanghui Chang, Ronghui Zhang, Jiahui Luo
Text data, as the main carrier of information dissemination, is filled with some offending and harmful content. Due to the development of time and culture, the offending content tends to use obscure language forms when expressing. In addition the compliance information that references sensitive keywords...
Proceedings Article
Research on the Effect of UGC Characteristics on Consumers’ Impulse Purchase Intention in Community E.commerce Platform
Chen Zhao, Lingyi Ding
From the perspective of consumers, based on SOR model and flow experience theories, this paper constructs a research model on the impact of UGC characteristics of social e-commerce platforms on consumers’ impulse purchase intention, and empirically analyzes the impact of UGC characteristics on consumers’...
Proceedings Article
Knowledge Graph Completion Model Based on Con-distillation
Min Xia, Tao Zhang, Zhonghai Wu
To improve the ability of the knowledge graph completion model to predict long-tail entities and keep its prediction indices for popular entities, this paper proposes a knowledge graph completion model based on co-knowledge distillation. Overall, the model consists of three parts as shown below. In detail,...
Proceedings Article
Research and Application of Copyright Protection of Ethnic Cultural Resources Based on Blockchain
Lei Guo
The mobile Internet has changed the way of copying and spreading cultural works, copying and spreading them quickly in a low-cost way, resulting in increasingly serious infringement problems. At present, the traditional copyright management system has some problems, such as difficulty in confirming rights,...