Proceedings of the 3rd International Conference on Management Science and Software Engineering (ICMSSE 2023)
119 articles
Proceedings Article
Peer-Review Statements
Abdul Rauf, Norhayati Zakuan, Muhammad Tayyab Sohail, Ruzita Azmi
All of the articles in this proceedings volume have been presented at 3rd International Conference on Management Science and Software Engineering (ICMSSE 2023) during 21-23 July 2023 in Dali, China. These articles have been peer reviewed by the members of the [Scientific Committees and reviewers] and...
Proceedings Article
An Empirical Study on Work Autonomy and Sense of Work Meaning of New Generation Employees Based on JD-C Model
Jinming Jiang, Zhengdong Li
Based on the JD-C model, this study uses Stata and Mplus structural equation models to perform multi-factor fitting analysis of the sense of meaning of work, and tests its relationship with work autonomy through Bootstrap test and Sobel test. Studies have shown that work flexibility acts on the sense...
Proceedings Article
An empirical study on the distribution of Tibetan monosyllabic monomorphemic words based on corpus
Dongzhi Tsering, Kunyu Qi, Cairang Yun
As the most basic constituent unit of language, monomorphemic words are of great relevance to the fields of natural language processing, language ontology research, and language application. This paper takes Tibetan monomorphemic words as the research object and uses the Tibetan lexical annotation corpus...
Proceedings Article
Research and Design of Health management system for the elderly
Ran Xu, Yue Cui
With the rapid development of artificial intelligence and data processing technology, products and personalized services based on artificial intelligence have been widely used in different industries. With the accelerated aging of the social population, the current issue of elderly care has become an...
Proceedings Article
The moderating effect of employee satisfaction and team trust on the positive traits of leaders and firm performance
Yanbo Yang
This paper mainly adopts regression analysis to study the moderating effects of employee satisfaction and team trust on the positive traits of leaders and firm performance. The results show that there is a positive correlation between leaders' positive traits and firm performance. Employee satisfaction...
Proceedings Article
The Impact of Enterprise Digital Transformation on Industrial Linkages: A Case Study of Listed Companies
RongQian Chen
The digital economy, as an emerging economic form after agriculture and industrial economy, is playing an increasingly important role in social development. Its goal is to achieve industrial automation, which is an important step in the digital power strategy. Based on this, this paper studies the impact...
Proceedings Article
Application and research of digital twin technology in power grid enterprises
Jie Shen, Qiuying Shen, Dan Zhu, Min Li, Gang Wang, Sufu Li, Bo Yang, Haijun Yuan
With the diversified development of economy and society and the continuous progress of science and technology level, the innovation of marketing equipment field management method has become the inevitable trend of the development of electric power marketing in the new era. Intuitive and effective monitoring...
Proceedings Article
Research and Practice on Distributed Decentralized Medical Document Storage System
Liang Bing-jin, Tu Rui-wei, Lin Yan-jun
In response to the security and stability issues of medical documents in large hospitals, this article designs a distributed decentralized medical document storage system based on IPFS to solve the problems of network congestion, vulnerability to virus attacks, poor security and confidentiality, and...
Proceedings Article
Development and Application of Enterprise Financial Risk Analysis System Based on Data Mining Technology
Ming Liu, Guoqiang Wu
With the rapid rise of the digital economy, the overall informatization level of enterprises is getting higher and higher, and massive data information is transformed into productivity, which gives enterprises opportunities for development and brings new challenges to internal financial management. Faced...
Proceedings Article
Conduct data analysis of large-scale marketing for wechat market
Qianmin LI
Using wechat platform to carry on the development and design of data mining, and it is applied to the embedded bus, so that the enterprise marketing activities can get better results. Through the establishment of a large number of marketing data collection and scheduling, through the analysis and analysis...
Proceedings Article
A scheduling algorithm for social workflow optimization based on hybrid cloud streaming mechanism
Min Chen
In order to solve the current workflow scheduling problem, a new optimal scheduling algorithm is proposed in this paper, which has the advantages of high cost, poor time convergence, poor cost accounting quality and so on. Then, a self-evolving workflow structure is constructed to integrate the decentralized...
Proceedings Article
RMB exchange rate forecasting algorithm and empirical analysis
Ruoxi Gu, Yongqi Du, Shaohua Guo, Zhuofan Zhang, Kaisu Wu
This paper studies the forecasting algorithm of RMB exchange rate. Firstly, the Complete Ensemble Empirical Mode Decomposition with Adaptive Noise algorithm (CEEMDAN) is used to decompose the exchange rate data into several intrinsic mode functions (IMF). Then the correlation coefficients of each IMF...
Proceedings Article
The Optimal Contract for Land Trusteeship
Cuiling Li, Qiuling Hou
Land trusteeship, as a new management mode to realize large-scale and intensive land management, has been paid more and more attention by the government and scholars. This paper develops a model to study the optimal contract of land trusteeship via principal-agent theory which is based on Tirole's...
Proceedings Article
Research on sales forecasting of fresh chicken based on ensemble learning for a broiler processing enterprise
Huiting Xia, Yu Cao, Xu Cheng
In order to ensure the freshness of fresh food and reduce the inventory of enterprises, enterprises need to predict the sales volume of tomorrow before ordering fresh chickens. The effect of the traditional model on sales forecast is not ideal, so a sales forecast based on stacking model is proposed....
Proceedings Article
Research on the Security Assessment of Cloud Communication in Intelligent Connected Vehicle
Shihao Xue, Yuqiao Ning, Yang Chen, Qingyang Wu, Shiwen Shen, Quanrui Huo
This paper introduces a theory and method for vehicle Telematics BOX (T-BOX) communication security assessment. The exponential growth of data generated in vehicles now raises a great deal of data leakage security risks, while there are a large number of data interaction scenarios. This paper will analyse...
Proceedings Article
An analysis of hot topics in employee engagement research in China
Kun Qian, Qian Li
Under the background of economic globalization, enterprises are facing unprecedented competitive pressure, and talents play a vital role in enhancing the competitiveness of enterprises. However, some companies often have problems such as lack of motivation for young and highly educated employees. This...
Proceedings Article
A study on the concept, characteristics and architecture of “Battle Cloud” in American Army
Yang Wen-Jing, Wang Xiao-Shuang, Yang Xiao-Fei, Zhao Jing
On the basis of in-depth analysis of the concept, development process, and main characteristics of “Battle Cloud”, the architecture of the US military’s “Battle Cloud” system was summarized and sorted out. From a combat perspective, the US military’s “battle cloud” mainly consists of “command cloud”,...
Proceedings Article
Director Incentive, Environmental, Social, and Governance (ESG) and Corporate Performance
Canwen Li
Based on the sample of the data of A-share listed companies in China from 2017 to 2021, this paper discusses the relationship among director incentive, ESG and corporate performance. By employing the panel data regression model and using the generalized least square method to estimate panel data, the...
Proceedings Article
The low code development platform can be used for solar cell traceability
Gang Liu, Meng Xie
In the paper, innovative approaches to virtual wafer-code traceability for the production of solar cells are explored on a low-code platform for monolithic traceability. A brief overview of the background and significance of solar monolithic research and its original traceability is given first, followed...
Proceedings Article
Developing a machine learning algorithm to investigate the role of energy consumption in sustainable development: A case study of China
Ali Hashemizadeh, Faezeh Zareian Baghdad Abadi
Nowadays, the power and strengths of machine learning methodologies encourage all decision-makers to use the benefits of these approaches in their policy planning. The increasing complexity of economic planning in terms of various impactful factors and targets necessitates the comprehensive analysis...
Proceedings Article
Research on Integrated Energy Value-added Services Based on Energy Consumption Data
Guoliang Li, Yujiao Liu, Yiqing Lin, Qingqing Chi, Liguo Zhang, Yiwen Gao
Integrated energy services can optimise resource allocation and reduce energy consumption costs, and are an important development direction for the low-carbon transformation of energy consumption. Exploring the value-added integrated energy services based on the energy consumption data of the subject,...
Proceedings Article
Intelligent recommendation of live broadcast script based on CHAID algorithm
Kuotai Tang, Chen Mengrong, Ying He, Hailing Duan
Under the rapid maturity of 5G, live broadcast goods controlled by live broadcast scripts to form specific live "fields" are booming. The scope of live scripts has comprehensive factors such as personnel, anchors, goods, atmosphere, scenes, and promotion, and combined with the application of...
Proceedings Article
Construction Method of Human Resource Management and Control System Centered on Post Management
Li Tang, Yang Xie, Jilan Zhang, Gongliang Li
This paper discusses the construction method of human resource management and control system centered on post management. This method highly integrates the post management system with the recruitment system, appointment system, cadre selection system, training system, assessment system and salary distribution...
Proceedings Article
The development of business administration from the computer perspective
Shun Yu
With the progress of domestic industrial and commercial enterprises, economic development and the promotion of China's international status, the construction of business administration discipline has been widely valued during the 13th Five-Year Plan period, and the construction effort has been significantly...
Proceedings Article
Prediction of The Price of Second-hand Sailboat Based on XGboost Regression Model
Jiuran Nie
With the development of economy and society, the flow of second-hand sailboats is increasing day by day. The sales market of second-hand sailboats has great potential. Studying the factors that affect the pricing of second-hand sailboats will help merchants to formulate accurate marketing strategies...
Proceedings Article
Research on Quality Management and Optimization under Digital Transformation of China's Manufacturing Industry Based on Big Data Analytics
Fu Luo, Yingying Zhu, Xueyang Li, Liu Li, Kexin Zhang, Yanchun Sheng
This paper studies how to optimize quality management using big data analysis in the process of digital transformation in the manufacturing industry of Dongguan City, China. By collecting and pre-processing equipment operation status data, product quality inspection data and work order management data,...
Proceedings Article
Application of Visual Availability Theory and Visual Perception in Software
Liu Fei, Jiang Ye, Liu Xian Jun
This content discusses the importance of software interface design and the significance of visual accessibility theory and visual perception in creating effective interfaces. The paper aims to invest how these principles can be applied in software development to improve user experience and engagement....
Proceedings Article
Coupling Degree of Logistics and Retail Industry Development in the Beijing–Tianjin–Hebei Region
Kaili WANG
The development of retail and logistics has an interactive effect. Exploring the coupling degree of retail and logistics development in the Beijing–Tianjin–Hebei region can provide insights for advancing coordinated development. This study constructs a gray relational coupling model to examine the time...
Proceedings Article
Optimization study of hydrogen production system based on peak-valley tariff
Yanhong Fan, Chunyan Zhang, Liang Xia, Zhenlan Dou
This paper discusses a study on the optimization of hydrogen production systems based on peak and off-peak electricity prices and evaluates their potential and benefits in practical applications. By optimizing the operation and energy utilization efficiency of hydrogen production systems, taking full...
Proceedings Article
Research of Regional High-quality Development Level Based on PCA-BP Neural Network
Dapeng Dai
This paper constructs an evaluation index system for high-quality development (HQD) in Anhui province in five dimensions: economic efficiency, structural optimization, innovation drive, opening and green ecology, and then uses PCA to measure the level of high-quality development (HQD) in Anhui province...
Proceedings Article
Evolution of cross-border e-commerce spatial pattern and its agglomeration level: Evidence from the Three Economic Zones in China
Wen Zeng, Mingyan Wang
Cross-border e-commerce has become an important factor driving the transformation and development of international trade and is of great significance in building a new development pattern of mutual promotion of domestic and international double cycles. Panel data of eight provinces and cities in the...
Proceedings Article
Analysis of VIE Structure Used by New Energy Enterprises to List Overseas
Yaoyao Liu
The high-quality development of economy and society cannot be separated from a healthy and sustainable way, and green and low-carbon are the key links of this way. It has become the consensus of today's society to advocate green consumption and promote the formation of green and low-carbon production...
Proceedings Article
Study on the Evaluation and Countermeasures of Guangdong Cultural Industry Competitiveness Based on Diamond Model
Ling Yang, Daibo Xiao, Wanling Hu
As an advanced position in China's reform and opening up policy, Guangdong Province has been playing a leading role in the economic level. However, the competitiveness of cultural industry is slightly inferior and is in an important transition period. Based on the Porter Diamond model theory, the...
Proceedings Article
Optimal scheduling of power systems with wind and solar power generation considering carbon trading and energy storage cost
Kai Guo, Rulei Han, Yuqiang Wang, Chen Gao, Kai Yin
In the context of the sustainable development of low-carbon power, in order to reduce carbon emissions in the power generation process of the power industry, carbon trading mechanism is introduced into the power system optimization scheduling, and electric energy storage is introduced to improve the...
Proceedings Article
Application of Minitab-based Six Sigma to improve Functional Circuit Test throughput rates
Jinjing Zhou, Yinfen Zhao
With the increasing demand for quality from customers, it is an important way for companies to improve quality by studying Six Sigma management methods and applications. In this paper, Company Z uses Six Sigma theory combined with Minitab software to analyse problems through Six Sigma tools such as MSA,...
Proceedings Article
Research on Distributed LPG Small Storage Tank Gas Supply Device and System
Meiqing Jiang, Yuhang Wang, Danhong Li, Wei Tian
LPG is still the gas source with the largest consumer population and the widest popularity in China. However, the existing cylinder gas supply mode has high operating management costs, and users generally have weak awareness of safety operations, lack professional safety management methods, and emergency...
Proceedings Article
P2P energy Trading Based on power generation and Load forecasting of Prosumers
Sui Zhang, Baoyue Wang, Siwan Huang, Jianheng Shi, Chen Jiang, Feng Chen, Shifo Dong, Yantao Wang, Xiaoxiang Li
With the development of distributed power sources for the community microgrid, an increasing number of energy consumers possessing local power generation abilities will gradually transform into prosumers, balancing the dual identities of power producers and consumers. Peer-to-peer (P2P) energy trading...
Proceedings Article
Decision-making of Green Tourism Supply Chain Considering Risk Aversion under Government Subsidy
Yi Zhang
Based on Stackelberg game theory, a game model among the government, scenic spot and travel agency is established to address issues in the green tourism supply chain considering government subsidy and risk aversion. Equilibrium solutions for models under different circumstances are analyzed and compared,...
Proceedings Article
An Empirical Study on the Influence of Idiosyncratic Deals on Knowledge Sharing among Employees - Based on the Moderated Mediation Model
Xiaofang Lu
In this paper, a moderated mediation model was constructed, and SPSS25.0 and AMOS24.0 were used to explore the influence mechanism and boundary conditions of idiosyncratic deals on employee knowledge sharing. By analyzing 344 employee sample data of Internet enterprises, this study found that: idiosyncratic...
Proceedings Article
The research of natural language processing (NLP) technology based on statistical machine learning on the investment decision of port and shipping enterprises
Xu Bin, Gong Xiaoxing, Xue Xuebo, Liu Chao
This paper takes China's listed port and shipping companies as the research object, and uses 426 Chinese annual reports from 2001 to 2021 as a text corpus to quantify the emotional tone of the annual report texts of port and shipping companies based on natural language processing (NLP) of statistical...
Proceedings Article
Forecasting Analysis of Guangzhou's Gross Domestic Product Based on ARIMA Model
Minjing Peng, Zhiyu Liu
ARIMA model is a common method for time series analysis and fore-casting. GDP is an essential indicator of the social and economic development of a country or region. It plays an instrumental role in understanding the economic strength of a country or region as well as the trend and status of economic...
Proceedings Article
Blockchain + D-S Evidence Theory Approach to Traceability of Agricultural Products
ZHOU Zihan, WANG Cong, LIU Chang
The establishment of an agricultural product traceability system is of great significance to the supervision of agricultural product quality and safety. In response to the problems of complicated operation and low efficiency of existing agricultural product traceability methods, the agricultural product...
Proceedings Article
A Moderated Mediation Model of Slack Resources and Innovation Performance: Based on the Hierarchical Multiple Regression of Panal data
Yu Wang
This paper examines the impact of slack resources on innovation performance based on the multiple regression analysis using panel data via the STATA software. Besides, a moderated mediator model is discussed, resource commitment is taken as the mediator, and the network embeddedness as the moderating...
Proceedings Article
Research on Distributed Network Data Storage Security based on block chain
Qiuxiang Li, Zhiyu Liu, Yanru Chen
With the advantages of mass storage and easy expansion, distributed storage architecture has become the main way of user big data storage, but the confidentiality, integrity and availability of data are facing serious challenges. As a new distributed shared ledger, blockchain technology has become an...
Proceedings Article
Reliability system engineering capability evaluation of equipment contractor based on combination weighting cloud model
Hao Chen, Huachun Xiang, Chunfeng Ou, Binghai Luo, Zhitong Yao
In order to reasonably evaluate the reliability system engineering capability of equipment contractor, a reliability system engineering capability evaluation method based on combination weighting cloud model is proposed. Firstly, a set of scientific evaluation system of reliability system engineering...
Proceedings Article
Design and implementation of “Planning One Map” system for comprehensive transport based on Microservice architecture
Mingchen Gu, Xuezhi Wu, Shuo Zhang
A technical framework, including Microservice architecture, open-source databases GreenPlum and PostGIS, SuperMap iServer engine, and open-source WebGIS client OpenLayer, is proposed to meet business requirements for the “planning one map” system concerning comprehensive transport. This solution addresses...
Proceedings Article
Research on Security Strategy of Ecological Environment Informationization Construction Data Center
Ying Yu, Kangping Zhao, Zhiyang YU, Zhiyu Lang
Ecological and environmental informatization is not only an important component of national cyberculture and informatization construction, but also the core content and support guarantee of ecological and environmental protection work, which is related to the performance ability of ecological and environmental...
Proceedings Article
Application and research of ChatGPT in accounting technology
Yudong Bing
This paper explores the application of ChatGPT and its core technology in the field of intelligent accounting based on the artificial intelligence product ChatGPT and its core technology model. In particular, it is applied in intelligent accounting, intelligent financial sharing, intelligent financial...
Proceedings Article
Internet of Things Data Security Management System and Method Based on Zero Trust
Qianqian Zhang, Guining Geng, Zhiyuan Wang
With the wide application of Internet of Things (IoT) devices and sensors, a large amount of IoT data is collected and analyzed. In the existing Internet of Things data security management technology, there is a problem that the same authentication method is adopted for the authentication information...
Proceedings Article
Practice and application of bim based carbon neutral temporary construction facility in UHV power grid project
Weijie Jiang, Bin Xu, Haojie Zhang, Hyperplasia Zhang, Shu Wang
With the development of low-carbon economy, carbon neutrality has become a widely concerned topic. As an important infrastructure related to national economic security and social development, the energy consumption and greenhouse gas emissions in the construction of UHV power grid project have been paid...
Proceedings Article
Factors Influencing the Willingness of Beijing Residents to Sort Waste: An Empirical Analysis Based on the Logistic Regression Model
Huilan Fang
The ongoing acceleration of urbanization in our nation has given rise to the prevalent issue of domestic waste, which has stimulated heightened focus from governmental authorities and the general populace alike. This study selected residents from six districts within Beijing as questionnaire survey participants...
Proceedings Article
Research and practice of inertial measurement unit software productization
Yuzhao Tian, Li Zhou, Qi Li, Yi Feng
With the top-down promotion of the product design of inertial measurement unit, software, as an important component of inertial measurement unit products, plays an important supporting role in the product design. The design and development of software products are dominated by "generalization, serialization...
Proceedings Article
Analysis of China's offshore wind power development trend based on bibliometrics
Xin Li, Haoxian Dong, Zhi Li, Changlei Ma, Qingnan Kong, Zihan Sun, Weijia Ma
From the perspective of scientific measurement, this paper makes an exploratory analysis of the research status and development trend in the field of offshore wind power. CNKI database is used as the data source to retrieve relevant literature in the field of offshore wind power during 2002-2022, and...
Proceedings Article
BitAFL: Provide More Accurate Coverage Information for Coverage-guided Fuzzing
Hang Xu, Zhi Yang, Xingyuan Chen, Bing Han, Xuehui Du
CGF (Coverage-guided fuzzing) has found a large number of software vulnerabilities with its low cost and adaptability. CGF mutates at the bit or byte level, so most of the mutated test cases cover the same paths. But no previous work had quantified the percentage of test cases that covered the duplicate...
Proceedings Article
The Interaction between Green Investment, Technological Innovation and Manufacturing Upgrading
Rongping Li, Sai Wang
To clarify the relationship between green investment, technological innovation and manufacturing upgrading, a panel vector autoregressive (PVAR) model is constructed based on panel data of 31 provinces and cities in mainland China from 2008 to 2020, and the relationship between the three is explored...
Proceedings Article
Equipment reliability assessment based on a two-parameter Weibull distribution
Wentao Dong, Xiaowei Zhang, Yucai Dong, Yuanyuan Lin
A computational model for assessing equipment reliability is developed using the two-parameter Weibull parameter, fitting the probability density function, probability distribution function and reliability function for the occurrence of equipment failures, relying on the least binomial to fit the shape...
Proceedings Article
Research on the Impact of Digital Business Environment on Enterprises' Innovation Capability
Rongping Li, Han Lu
This paper measures the development level of digital business environment in 30 provinces from 2015-2021, and examines the influence mechanism between digital business environment and enterprise innovation capability based on the perspective of innovation input and innovation output using a two-way fixed-effect...
Proceedings Article
The Dynamic Interaction Effects of Government Subsidies, Enterprise Risk-taking and Innovation Performance
Rongyan Jia, Wenbo Ma, Ying Tuan Lo, Shu-Hsiang Chen
Based on the panel data of Shanghai and Shenzhen A-share listed companies in the pharmaceutical manufacturing industry from 2012 to 2021, a PVAR model is established to study the interaction relationship between government subsidies, enterprise risk-taking and innovation performance by using analytical...
Proceedings Article
Knowledge Heterogeneity and Innovation Performance: The Channel Role of Role Stress
Liwen Nie, Hongdan Zhao
Based on the information decision-making theory and information preservation theory, in this paper, methods of expert interview and questionnaire survey were employed to obtain data, and the relationships between knowledge heterogeneity, role stress, and innovation performance of employees in high-tech...
Proceedings Article
Evaluation method of agricultural production technical efficiency based on Borderline-SMOTE and LightGBM
Jianying Feng, Yan Shi, Yunhui Su, Weisong Mu, Dong Tian
Data envelopment analysis (DEA) model is widely used to calculate the technical efficiency of agricultural production, but it is facing the defects of poor flexibility and slower speed. For this reason, we propose an evaluation method of agricultural production technical efficiency that integrates the...
Proceedings Article
Design and Implementation of an Advanced Planning and Scheduling System Based on Microservices
Haoyu Zhang, Jianming Zhang, Yaozong Wang
In response to the problems faced by current Advanced Planning and Scheduling Systems (APS), including their difficulty to scale, deploy, high coupling between modules, and lack of versatility, we have meticulously divided each function of the system based on the original monolithic architecture, constructing...
Proceedings Article
Analysis of the Influencing Factors on the Travel of People with Disabilities in Guangzhou City
Yuxin Chen, Yinglin Situ
China pays more attention to the rights and interests of people with disabilities and promotes the development of barrier-free cities. But it is still difficult to see people with disabilities integrated into daily commuting in the travel scene. To help build a complete and humanized barrier-free environment...
Proceedings Article
Research on the circulation type of products between processes under the mode of intelligent manufacturing
Jianzhong Qiu, Jun Wu, Hongjiang Liu, Jie Dong, Biao Peng
This paper begins by examining the significance of production scheduling in manufacturing operations and highlights its pivotal role in governing the flow of products. In the context of batch production enterprises engaged in processing and assembly, where parts exhibit a diverse range, and process routes,...
Proceedings Article
Design and Application of Model Compression and Management Platform
Hao Li, Chuangbo Hao
In order to facilitate the deployment of neural network models on edge devices and improve the computational speed of the models, compressing the volume of neural network models has become a key problem. However, currently neural network compression can only be achieved through programming, which is...
Proceedings Article
The Impact of Empathetic Leadership on Employees' Voice Behavior in Chinese Social Enterprises
A Test of a Moderated Mediation Model
Qingguo Fang
This study investigated the impact of empathetic leadership on employees' promotive and prohibitive voice, based on the leader motivational language theory. A questionnaire survey was conducted with 274 samples from 18 social enterprises in China. The findings showed that empathetic leadership positively...
Proceedings Article
Analysis of configuration of influencing factors of government information disclosure based on adaptive structure theory.
- -Take the thirty-one provinces, for example
Rumeng Jin
Information disclosure is both a focus of public management and a challenging issue in contemporary Chinese government management practice. This paper adopts the fsQCA methodology and innovatively applies adaptive structuration theory to explore the driving paths affecting the level of government information...
Proceedings Article
Research on a new retail business model of energy e-commerce based on clustering analysis
Hongda Gao, Huifang Cao, Jianhui Chen, Rui Liu
After the Internet has gradually entered the era of big data, our lives have gradually entered the information age, which has changed and reshaped the behavior of enterprises and consumers. In this paper, a user portrait clustering model based on big data is proposed to implement business model design...
Proceedings Article
Bibliometric Analysis of Forest Gross Primary Productivity Research Trends Over the Past 20 Years
Yueming Chen, ZhengHong Xie, Luo Xu, Biao Zheng, Caiying Huang
With the intensification of human activities and the impact of climate change, among others, gross primary productivity (GPP) is one of the most basic life activities of forest ecosystems and one of the important factors to maintain ecosystem stability. Therefore, the study of changes in forest primary...
Proceedings Article
Research on Regional Power Grid Investment Decision Model Based on Projection Pursuit and Grey Theory
Ganggang Liu, Shiyan Mei, Gang Yu, Ao Guo
Based on the development status and operational characteristics of regional power grids, an evaluation index system for investment capacity of power grid enterprises is established. The projection pursuit model is used to determine the weight of the index, and combined with grey correlation theory, the...
Proceedings Article
Analysis of the relationship between my country's electrification level and energy intensity
Baoguo Shan, Xiang Wang, Shanshan Wu, Xuan Liu
Electrification is an important indicator to measure the modernization of the country and the living standards of residents. The continuous improvement of the level of electrification is a general trend of world development. The article studies the relationship between my country's electrification...
Proceedings Article
Design and Implementation of Goods Storage Cabinet Based on K210 Face Recognition
Xiaohui Yang, Hanhong Tan, Xiaoyan Li, Lingwei Li
This design is based on the fact that public lockers will be used to store items in shopping and supermarkets in an epidemic environment. It is necessary to reduce long-term stay in public places and avoid contact with public goods under epidemic prevention and control, and to store them safely, quickly...
Proceedings Article
Design and development of safety assessment software for buried pipeline
Rujiao Duan, Ping Jiang, Xiushan Shi
Professional knowledge and practical experience are required to perform the assessment, and the criteria include a large amount of formulae and tables of data, which are manually calculated at great expense of work and time. To address the above issues, safety assessment software for buried pipelines...
Proceedings Article
Factor Analysis and Random Forest Based Model of Software Cost Estimation
Wei Zhang, Haixin Cheng, Siyu Zhan, Ming Luo, Feng Wang, Zhan Huang
Software Cost Estimation is one of the challenges in software engineering. Accurate estimates can increase the speed of the effort for developing software projects, and prevent probabilistic failure consequently. Based on factor analysis and random forest, this article proposed a new SCE model. The model...
Proceedings Article
Emotional Tweets: A Convolutional-BiLSTM Approach to Emotion Classification
Hongyuan Ran
We introduce a neural network model using a convolutional and bidirectional long short-term memory framework for the purpose of emotion classification. Our work utilizes a corpus of more than 200,000 English tweets sourced from the Twitter API, collected between January 2020 and September 2021, related...
Proceedings Article
Evolutionary Game Analysis of the Transformation from Traditional Logistics to Green Logistics under the Background of Dual Carbon
Mengfei Hou, Qinghong Xie
Green logistics is an important measure in response to national energy conservation and emission reduction policies, and in the long run, it is also a necessary measure to save costs for enterprises. This article aims to address the obstacles in the transition from traditional logistics to green logistics,...
Proceedings Article
Research on Intelligent Reasoning and Decision Algorithm for Autonomous Vehicle in Context of Narrow Road Intersections
Like Wang
This article focuses on the precise decision-making problem of driving speed and safety of Autonomous Vehicle at narrow road intersections, and develops a collaborative decision-making platform for the safety of Autonomous Vehicle at narrow road intersections. The platform includes three parts: data...
Proceedings Article
Stability Analysis and Design of Support Scheme for a Medium-sized Landslide on the South Slope of Xijiushui Village
Minghui Gao, Guoqin Yan, Yulong Li, Mingxu Gu, Chengbo Fan, Yanling Lai, Qizhi Wang
This project examines the stability of a medium-sized landslide that occurred on the south slope of Xijiushui Village, Bai'an Township, Xingtai County, using the MIDAS GTS software and the finite element strength discount method. It also examines the factors that affect the stability of this slope,...
Proceedings Article
Research on key techniques and hotspot migration of supplier selection and evaluation
Xiang Li, Huang Min Hao, Jia Huang
Since suppliers are the starting point for influencing the value of a company's final product, evaluating and selecting suitable suppliers is an essential element of purchasing decisions. This paper uses bibliometric and inductive-deductive approaches to identify critical techniques and hotspots...
Proceedings Article
Research on the Evolutionary Stabilization Strategy of Coordinated Industrial Development in the Yellow River Basin
Sainan Cheng, Zhen Feng
The Yellow River Basin faces the major national strategic priority of constructing a green industrial structure and forming an ecological pioneer zone. Grounded in the assumption of bounded rationality, this paper develops a dynamic evolutionary game model among the government, strategic emerging enterprises,...
Proceedings Article
Time-series prediction algorithm based on VAR model to analyze the impact of trade openness on carbon emissions
Ye Huang, Yueting Jiang
Based on time-series statistical data from 1990 to 2020, this study empirically studied the impact of trade openness on carbon emissions changes through two representative explanatory variables, namely foreign trade dependence and foreign investment dependence, using Eviews software through cointegration...
Proceedings Article
Predictive control of multi-source - multi-channel supply chain under the influence of self-media live broadcast
Haifeng Guo, Yining Yang
The proposed approach combines a multi-source- multi-channel supply chain system with Model Predictive Control (MPC), with a specific focus on the impact of self-media live streaming. The study begins by modeling and analyzing the multi-source-multi-channel closed-loop supply chain under the influence...
Proceedings Article
Cyanobacterial blooms management: A treatment path optimization perspective
Ming Liu, Jiani Wu
Cyanobacterial blooms are common ecological problems that pose significant harm to humans, animals, and the health of lake ecosystems. To cope with this problem, we adopt a bio-dynamic model inspired by the invasion species and develop an integrated simulation-optimization model (Mixed Integer Programming)...
Proceedings Article
A meta-analysis of the relationship between responsible leadership and multiple performances using R software
Huahong Wang, Hong Ma, Liang Huang, Yuying Liao
To clarify the relationship between responsible leadership and multiple performances, a meta-analysis was conducted using R software based on 70 studies, 86 effect sizes, and a sample of 26,732 participants. The results showed that responsible leadership is positively correlated with employee task performance...
Proceedings Article
The impact of the Free Trade Zones establishment on the Corporate Risk-Taking level and its mechanism: Based on the empirical evidence of Chinese listed companies
Congcong Xu
The corporate risk-taking level is of great significance for enterprises to seize development opportunities. Meanwhile, the establishment of Pilot Free Trade Zones in China encourages Chinese enterprises to be bold in trying and exploring. Based on the data of Chinese listed companies from 2007 to 2021,...
Proceedings Article
Traffic Data Analysis of Tourist Attractions Based on Time Domain Partition Model
Shuang Che, Yan Chen
The traffic data around the scenic spot and the daily average passenger flow trend data associated with the tourist attractions are closely related to the travel. Considering the multiple factors hindering travel, the traffic structure adjustment model around the scenic spot to meet the needs of tourists...
Proceedings Article
Design of Rural Home Smart Pension Monitoring System Based on Artificial Intelligence
Jingli Liu
In order to improve the efficiency of elderly care services and solve the problem that the traditional way of providing for the elderly is difficult to provide Effective demand, this paper designs a system for monitoring the quality of the elderly's home environment and detecting abnormal behavior....
Proceedings Article
Design and Application of Network Security Vulnerability Detection System Based on Artificial Intelligence
Fang Qian, Jue He, Jiawei Zeng
In order to understand the design and application of network security vulnerability detection system, a design and application research of network security vulnerability detection system based on artificial intelligence is proposed. In this paper, firstly, aiming at the high false alarm rate of network...
Proceedings Article
Application of association rule mining algorithm in the design of information-based teaching management system
Wang Zhi Qi
On this basis, combined with the characteristics of computer-aided instruction, a data-based computer-aided instruction management system is designed and implemented. On this basis, a data-based education management system is proposed, which is combined with the rule mining algorithm. On this basis,...
Proceedings Article
Research on performance evaluation of specialty construction based on Data Mining
FengLin Qu
Building a performance evaluation index system for professional construction of "double high" colleges is the need to promote and improve the construction and management of the national "double high plan", it is the need to High quality complete the "double high plan" of...
Proceedings Article
The Sustainable Supply Chain Game Research of Joint Inventory Decisions Considering Fairness Concern
Xuan Chen
The deterioration of the natural environment has attracted the attention of a wide range of scholars, and there has been a gradual increase in research on sustainable supply chains. In this paper, we consider the supply chain of joint decision making for inventory and sustainability technology investment....
Proceedings Article
English Pronunciation Error Detection Based on Multimedia Data
Lijuan Wu
Pronunciation is an interdisciplinary subject, and speech recognition is gradually becoming the key technology of man-machine interface in information technology. In recent years, the application of computer speech recognition has made great progress. Based on the special status of English, there have...
Proceedings Article
Model Construction and Empirical Study of Implicit Evaluation on the Entrepreneurial Environment in Dongguan
Hengshen Luo, Xingli Zhang, Jiannong Shi
Entrepreneurial environment is a key factor to promote entrepreneurial activities. Through four studies, implicit research methods and SEM were applied to construct and verify the six-factor implicit evaluation model of the entrepreneurial environment in Dongguan. In Study 1, from 11 unstructured interviews,...
Proceedings Article
Research on the Coordination Degree of Higher Vocational Education and Industrial Structure Based on System Coupling Model--The Case of Guangdong Province
Meng Lin, Rui Tian, Haiyong Liang
In this paper, the MATLAB software is adopted to develop the system coupling model to calculate the comprehensive index and coupling level of the two systems of higher vocational education structure and industrial structure in Guangdong Province from year 2015 to year 2021. In addition, the dynamic evolution...
Proceedings Article
Research on Intelligent Platform of Equestrian Complex Construction Based on Intelligent Sensor Network
Zhengyi Zhang, Yaonan Li, Wansheng Huang
With the continuous improvement of people’s living standards, equestrian sports have gradually entered people’s field of vision. Equestrian sports, as a sport with great ornamental and competitive value, can not only provide high-quality sports services, but also create more employment opportunities...
Proceedings Article
Empirically Examining the Impact of Education on Subjective Well-Being through CGSS Data and ABM Policy Simulations
Xiaohong Li, Sumeng Yang, Yuanze Zhang, Jinhua Tong
This article uses SPSS software to conduct WLS regression and path analysis on the 2015 CGSS data. The factors affecting Chinese residents' subjective well-being were empirically tested. It is found that education level has a positive effect on Chinese residents' happiness, and income level...
Proceedings Article
A Visualized Analysis of Scientific Research Evaluation in Colleges and Universities Based on the Scientific Knowledge Mapping
Hong Liu, Xiaoyan Huang, Junwei Duan
Scientific research evaluation is the baton of scientific and technological innovation. Researches mostly focus on visualized analysis of scientific research management, and lack of visualized analysis of scientific evaluation in colleges and universities. Based on the knowledge mapping visualized analysis...
Proceedings Article
Design of Medical Insurance Fund Audit Platform Based on Big Data Analysis
Xiaolan ZHANG
The medical insurance fund is an important guarantee for people's health. It is of great significance for the country to maintain the people's livelihood by timely discovering illegal acts and avoiding fund losses. Due to the characteristics of high dimension, large quantity and complex data...
Proceedings Article
Research on Logistics Distribution Route Optimization Based on Hyper-Heuristic Algorithm
Zongwei Li, Jianing Chen, Kai Qiao, Yanhui Zhang
In the rapid development of the Internet economy, the ability to get close to the end customer, share distribution costs equally, and shorten delivery times are becoming increasingly important. This paper proposes a practical, efficient, stable, and innovative approach for optimizing distribution routes....
Proceedings Article
An Improved Method for Test Case Prioritization in Continuous Integration based on Reinforcement Learning
Yanan Han, Gang Chen, Bin Han
The iterative update of software leads to frequent continuous integration, so the testing in the continuous integration environment should also be fast and accurate. Reinforcement learning is often used in the research of continuous integration testing because of its sequential strategy and good robustness....
Proceedings Article
Research on Community Safety Management of Property Companies Based on Big Data Analysis
Yanan Wang, Ziming Li
Aiming at the possible community safety problems faced by property companies, the evaluation index system under the background of big data is established. Relevant independent variables and research hypotheses were designed, a research model was established through the analysis of relevant safety theories,...