Atlantis Highlights in Computer Sciences
2240 articles
Proceedings Article
Practice of energy visual management system in energy saving and efficiency improvement of enterprises
Ya WANG
With the rapid development of modern economy, the enterprise management mode is also changing. In the process of enterprise management, the energy visualization system can be used to control the energy consumption of enterprises. In order to better coordinate the relationship between economic development...
Proceedings Article
Information Technology Based Forestry Information Technology Application Professional “Post Course Certificate Competition” Curriculum Reform
Yueming Chen, Hualong Cai, Xu Luo, Yiyan Zhuang
Forestry Information Technology Application is a composite major based on forestry, which organically combines computer technology, measurement technology, geographic information technology and forestry technology. The national forestry and grass industry is in urgent need of a large number of professional...
Proceedings Article
Sematic Search Augmented Conversation for Enhanced Dialogue Generation
Yibo Yao, Azlan Mohd Zain, Kai-Qing Zhou
Although advanced conversational models like ChatGPT are capable of generating rich and coherent content, the generated responses often contain fictional facts and knowledge hallucinations. A mainstream approach to addressing this problem in the past has been fine-tuning or retraining models by injecting...
Proceedings Article
A Measurement and Treatment Method of Bond Default Risk Based on Monte Carlo Simulation Technology
Chunyan Xue
In the scenario of bank bond risk measurement, due to the scarcity of bond default sample data and feature information, the model after machine learning modeling is not enough to represent the past and predict the future, which affects the accurate measurement of bond default risk. The system uses Monte...
Proceedings Article
The Prediction of Stock Prices
Dingwei Bai
The prediction of stock prices has consistently captured the attention of numerous analysts and researchers. Due to the influence of various variables such as economics, politics, investment psychology, and trading techniques on the price trends of stocks, forecasting stock prices inherently presents...
Proceedings Article
Forest Land Surface Area Computation in Jing-Jin-Ji region based on DEM
Shilun Kang, Qian Li, Mianmian Cheng, Yaxin Zhai, Yilan Lou
With increasing attention to environmental protection, forests, as the main body of terrestrial ecosystems, have increasingly become the focus of environmental engineering research. In order to improve the effectiveness of forestry engineering construction, the use of remote sensing technology to cover...
Proceedings Article
An Evaluation and Analysis of University Curriculum Support Effectiveness in Public Security Colleges for Public Security Joint Examination
Jun Shen, Fan Li, Xia Zhong, Fan Kong
In order to explore the relationship between students’ scores in the public security joint examination and the allocation of professional courses in schools, and to realize the design of professional courses to serve the practical needs of the joint examination of public security more accurately, a new...
Proceedings Article
Empirical Study on Work Pressure, Regional Differences and Audit Quality Based on Big Data
Haihong Li, Yuanyuan Yang
As an important monitoring mechanism for company management, the quality of audit affects the achievement of audit business objectives. In this paper, we selected A-share listed companies in China from 2015–2019 as the research sample, used the analysis method of multiple linear regression, and conducted...
Proceedings Article
Big Data-Driven Computer Teaching Effect Evaluation Model
Yongjian Yu
With the continuous progress of information technology and the continuous development of science and technology, the concept of big data is gradually infiltrating into every corner of social life. The opportunity of big data to promote the reform and development of modern education in China is one of...
Proceedings Article
Research and Prediction of Health Expenditure Factors in China Based on Machine Learning Methods
Xiaoqin Zhang, Xiaowen Wan
Objective
To analyze the influencing factors of China's total health expenditure and predict the development trend of China's total health expenditure in the next five years based on historical statistics and provide some theoretical basis for formulating relevant policies. Methods:...
Proceedings Article
Dynamic Research on Housing Purchasing Power in China’s Major Cities
Houqing Wei
Housing prices have always been a concern for the Chinese people. Some scholars have conducted in-depth studies on China’s real estate bubble and housing purchasing power in a few cities. Still, few have conducted analytical studies on the changes in housing purchasing power in China and major cities....
Proceedings Article
A Survey of Cybersecurity Awareness Among Undergraduate Students at Yunnan University of Finance and Economics in China
Xiaoyu Du, Thippaya Chintakovid
In 2022, more than 55% of internet users have encountered cybersecurity problems, which makes it have negative impact on public security. The group under the age of 20 is mainly students at school or young people just entering society. Because of their low financial resources and lack of security awareness,...
Proceedings Article
Research on the Development Strategy of Community Embedded Elderly Care Services Under the Empowerment of Information Technology
Based on the Perspective of Integrated Services
Li Li, Shuoyi Zhu
With the aging trend becoming more and more severe, the community-embedded elderly care service model provides a new idea for solving the problem of caring for the elderly. However, problems such as imperfect institutional planning and poor resource integration ability plague the development of community-embedded...
Proceedings Article
Influence of Empathy Fatigue on Medical Students' Implicit Absenteeism in Ethnic Minority Areas
Lei Lei, Bin Chai, Hong Li, Xinggui Xu
With the arrival of the post-epidemic age, many new aspects of the influence of empathic fatigue on covert absenteeism among medical students have surfaced. In this paper, we investigated the data of 600 medical students in schools in minority areas of Yunnan using the Social Connection Scale Revised...
Proceedings Article
Statistical Analysis of Factors Influencing the Per Capita Disposable Income of Urban Residents in Anhui Province
Jiangshuang Huang
With rapid social and economic development, the living standard of residents is also rising. The disposable income per urban resident, which is one of the indicators of the living standard of the residents, is also attracting more and more attention. Therefore, it is of great significance to China's...
Proceedings Article
Collaborative Filtering of Learning Resources Recommendation Based on Learners’ Viewing Behavior
Chong Wang, Ziyao Wang, Yongzhe Zhao, Yixuan Zhao
With the popularity of online education and the development of information technology, the number of learning resources on the Internet has increased geometrically, making it often impossible for learners to obtain more accurate learning resource recommendations. The main form of online learning for...
Proceedings Article
Research on the Impact of Manufacturing Digital Innovation Resources on Knowledge Creation Based on SmartPlS: The Mediation Effect of Digital Innovation Ecosystem
Yan Wang, Shuo Liu, Yu Liu, Jieru Wu
Executing digital innovation activities and creating a digital innovation ecosystem are critical engine for effectively promoting knowledge creation in the manufacturing industry, advocating deep integration of the digital economy and manufacturing industry, and achieving high-quality manufacturing industry...
Proceedings Article
Themes, Trends, and Influence: A Preliminary Study of the International Academic Discourse Power of Big Data Research in the Field of Chinese Social Sciences
Xue Meng, Tang Jingqian
Taking the big data-related literature included in SSCI as the data source, this paper applies the WoS analysis function and knowledge graph tool Citespace III to conduct bibliometric and visual analysis in social sciences. Quantitative and qualitative analyses are performed to uncover the international...
Proceedings Article
Network Teaching Evaluation of Aesthetic Education in Colleges and Universities From the Perspective of Cognitive Science
Zhenhong Li
From the perspective of cognitive science, aesthetic education(AE) research will focus on the cognitive dimension of AE research. From the actual situation, the online teaching evaluation of AE in CAU has a unique role of feedback, diagnosis, guidance and intervention, which is an important measure to...
Proceedings Article
Ethical Study on Problems and Development of the Online Crowdsourcing Translation Platform Yeeyan Based on Big Data
Xiuying Lu, Jia Li
The emerging crowdsourcing translation industry, originating from the practice of enterprise crowdsourcing, driven by the urgent needs of the increasingly diversified translation market, effectively integrates the scattered translation resources and public wisdom. Online crowdsourcing translation platforms...
Proceedings Article
Research on the Influence of Knowledge Hiding on the Subsequent Altruistic Behavior of the Hider -- A Dual Mediation Model Based on Compensatory Ethics
Jingwen Liu
Previous research on knowledge hiding has mostly focused on its negative effects, however, the hider might also make up for their mistakes by using their skills. This study is based on the compensatory ethics, aiming to explore the generation mechanism of subsequent altruistic behavior of knowledge hiders...
Proceedings Article
Trend-Based K-Nearest Neighbor Algorithm in Stock Price Prediction
Shengtao Gao
This paper introduces a trend-based stock price prediction method that employs the K-nearest neighbors (KNN) algorithm for trend forecasting. Experiments were conducted using a historical stock price dataset, and the prediction performance was evaluated. Experimental evidence suggests that, in relation...
Proceedings Article
Establishment and Research of Ecological Environment Assessment Method in Mining Area -- Taking Anshan Open-pit Mine as an Example
Zhi-wen Hu, Shun-bao Liao, Yu-na Qi
In the process of obtaining natural resources, human beings will inevitably destroy the environment and affect the ecological balance of nature. The establishment of ecological environment evaluation method for mining area and surrounding area can protect the environment of mining area and realize the...
Proceedings Article
Analysis of the ways to improve the teaching effect of live marketing courses
Mandan Cao, Zhihua Gan, Juan Cheng
Based on the current situation of live broadcast marketing course, this study takes teachers and students in vocational colleges as the survey object, and uses principal component analysis (PCA) method to analyze the key factors affecting the satisfaction of live courses in higher vocational colleges...
Proceedings Article
Quantitative Analysis of China's New Drug Policy Based on Text Mining Perspective
Yufang He, Ruoyao Jia, Wenjing Duan, Zhen Gong, Chengye Zhang, Kaiyue Shen, Fang Xia
This paper focuses on the vital domains and developmental trends of new drug-related policy. A total of 98 policy texts from 2010–2021 were subjected to cluster analysis and strategic coordinate analysis. The results showed that the number of new drug policies is fluctuating upward, the coordination...
Proceedings Article
A Comparative Study of International and Chinese New Generation Staff Research from the Perspective of Knowledge Domains Mapping
Ting Zhai, Yanru Cui, Kangxin Yan, Wencheng Zhou
It has become a common phenomenon that the intergenerational shift occurs all over the world. What do they care most about at work? What happiness and annoyance does work bring to them? These are the hot issues concerned by the practice community in recent years. Therefore, it is necessary to conduct...
Proceedings Article
Design and Development of University Teacher Management Information System Based on ASP.NET Technology
Chunlin Yang
The information management of teachers plays an extremely important role in the quality management of talents in colleges and universities, but there are many problems in practice, such as untimely information processing and difficulty in information sharing. Therefore, it is very necessary to construct...
Proceedings Article
Construction of Mobile Platform for Youth Sports Training Based on Big Data Thinking
Yongjun Xiao
The arrival of the era of big data has profoundly affected the changes of human society and culture, Scientific and technological progress has made the Internet reshape the sports industry, and the Internet has gradually expanded the resource boundaries of the sports industry, breaking the monopoly of...
Proceedings Article
Research on the Improvement Method of Electricity Marketing Management
Ning Wei, Yaoyu He
With the rapid development of science and technology and economy in China, the living environment of electric power enterprises has undergone earth-shaking changes. In order to adapt to the current economic and social development situation, electric power enterprises have carried out corresponding reforms...
Proceedings Article
Research on the Auxiliary Teaching of Classroom Demonstration Experiment in University Physics Class
Gang Song
In University physics class, classroom demonstration experiments play an important auxiliary role to help the student understand physics theories. Based on the classroom teaching of university physics, this paper analyzes the auxiliary role of classroom demonstration experiments in university physics...
Proceedings Article
Design and implementation of microwave transmission courses based on virtual reality and oriented towards future education
Wei Liu, Huaijun Zhou, Han Liu
"Fundamentals of Microwave Technology" is a compulsory course for undergraduate majors in Electronic Science and Technology, playing a connecting role in the microwave series of courses. The course aims to face future education, and is designed and implemented based on virtual reality systems...
Proceedings Article
Design and Implementation of Web-Based Remote Open College Teacher Training System
Wenyuan Ji
Colleges and universities have been looking for appropriate ways to improve teacher training, hoping to find a new way of teacher training through the Internet and emerging technologies. Firstly, the author analyzes the problems existing in the training of college teachers, and develops a long-distance...
Proceedings Article
Analysis of the role of “Online State Grid” in optimizing business environment and improving power supply service level
Yichi Zhang, Wei Zhang, Fei Lou, Qirui Chen, Ying Jiang
In order to promote China's economic development, improve the quality of power supply service, reduce power grid costs, and maximize the interests of enterprises, this paper discusses the role of "State Grid on the Internet" in optimizing the business environment and improving the level...
Proceedings Article
Construction of Information Evaluation System of College Education Management
Lei Chen
The construction of teaching management information is very important to the management level and teaching reform and innovation. However, due to external factors, the information construction of university education management has problems such as low utilization rate and lack of unified standards....
Proceedings Article
Research on the Extraction and Application of Vinegar Culture Elements in Zhenjiang Under the Background of Big Data
Gan Gao, Mingzhu Li
As one of the Four Famous Vinegars of China, Zhenjiang vinegar has a long cultural history and great cultural significance, which is a profound refinement in the lifestyle and cultural spirit of Zhenjiang people. In recent years, with the explosive growth of data resources, the channels of access to...
Proceedings Article
Analysis of The Use Data and Influencing Factor Model of Community Elderly Care Services for Empty-Nest Elderly
Mengdan Fan
Due to the deepening of aging and the change of family structure, the number of empty-nest elderly in my country has been increasing year by year, which is accompanied by serious pension problems. The community elderly care service has alleviated the old-age dilemma of the empty-nest elderly to a certain...
Proceedings Article
Development of Interactive Teaching System for Preschool Education Classroom
Junfang Zheng
With the advent of the Internet era, the rapid development of smart phones, ipads and other mobile handheld devices provides a suitable development platform for education. In the field of education, interactive teaching can enrich the teaching scene and enhance students' understanding of knowledge....
Proceedings Article
The Design and Implementation of Kinect-Based College Sports Auxiliary Evaluation Training System
Yue Jia
Based on Kinect equipment, the construction of college sports auxiliary evaluation training system was completed with the core of motion capture technology and ASP.NET architecture. Aiming at the problem of lack of scientific evaluation and feedback of teaching effect in the current physical education...
Proceedings Article
Analysis on the Spatial-Temporal Evolution of Zhaotong’s Industrial Structures Under the Background of Rural Revitalization
Huaying Qu, Rong Xu, Jinxiang Shen, Chuanqing Deng
In the context of rural revitalization, the application of big data can accurately provide data support for industrial revitalization and agricultural development. Based on the statistical data of Zhaotong City from 2006 to 2020, this paper adopts shift-share analysis, industrial structures conversion...
Proceedings Article
Research on the construction of role playing experiential teaching mode in TCM medical record training teaching based on virtual simulation technology
Huaxing Cai, Yunlong Xu, Qi Wen, Ying Liu
With the help of virtual reality technology, the role playing experiential teaching mode is applied to the practical teaching of TCM medical records. Through the immersive role experience in virtual reality environment, students are physically and mentally involved and feel the sense of career mission....
Proceedings Article
A Comparative Analysis of the Stackelberg Game Approach to Green Closed-Loop Supply Chains under Different Recycling Channels
Lifan Shen
In the face of rapid economic development and increasingly severe environmental challenges, today's society is more critical to creating sustainable green supply chains. The article explores the application of game theory in the green closed-loop supply chain by discussing and analyzing the green...
Proceedings Article
Project-Based Cyber Security Course Teaching Based on Digital Training Platform
Yang Li, Wenting Li
As cyber security issues are becoming obvious around the world, the training of cyber security professionals is particularly important. Educators are trying to find effective teaching ways for cyber security education. In order to help students develop both theoretical and practical abilities, project-based...
Proceedings Article
Research on the Construction of Technical Ethics Boundary and Responsibility Model in the Construction of Smart Campus
Changlong Hu, Rong Zhou
With the rapid development of information technology, the construction of smart campuses has gradually become an important direction in the field of education. However, in this process, ethical issues related to technology are becoming increasingly prominent[1]. This article aims to explore the boundaries...
Proceedings Article
The Practice of College English Teaching Reform with Intelligent Voice Evaluation in the Context of Artificial Intelligence Empowering Education
Yamei Zhang
Artificial intelligence (AI) technology empowers the digital transformation of education, which is gradually shaping a new form of education. Based on the theory of “computer-assisted language learning”, an overall teaching reform practice of human-machine collaborative education was conducted through...
Proceedings Article
A Method for Online Course Evaluation Based on Continuous Bag-of-Words Model and Semantic Analysis—A Case Study of Statistics
Yongjie Chu, Cengceng Liu
With the rapid development of the Internet and multimedia, online courses have become one of the main ways for students to learn. Online course reviews are the comments the learners or students published voluntarily based on their real learning experience of a course, which include diverse information....
Proceedings Article
The Share-Pledging of Controlling Shareholder and Corporate Operation Risk
The Empirical Evidence from China's A-Shares Listed Companies
Ping Yu, Youyi Wu, Jiarui Zhang, Yuanhai Bai
Share-pledging has become a widely used financing method for listed companies to meet their capital needs. However, it may also influence the operation risk of companies. Using the annual data from CSMAR and WIND database, we obtain 11,298 listed companies from 2009 to 2019 and examine the impact of...
Proceedings Article
Innovation of Warfighting-oriented Inspection and Acceptance Method of Equipment Based on Cloud Model
Hanhan Tao, Tielu Gao, Xiao Chen, Yuqing Hu
Inspection and acceptance is the last pass to control the quality of equipment. With the development of modern warfare, weapons and equipment are characterized by technical, informational, and systematic development, which puts forward higher requirements for equipment quality. How to conduct warfighting-oriented...
Proceedings Article
The Implementation Effect of Chinese Soil and Water Conservation Law in Pisha Stone Area Use SPSS Analyses Big Data
Minglei Kang, Binbin Li, Yanshuang Zheng, Feifei Dong, Zhan Zhang, Yuanyuan Chang, Liting Hou, Haibin Zhao, Cheng Chen, Yang Liu, Huiling Duan, Maolin Li, Zhenzhou Shen
The soil and water loss is very serious in Pisha stone area of Yellow River basin, which is called the “ecological cancer of the Earth”. The area covers only 1.67 × 103 km2, but the coarse sediment produced by the area accounts for 25% of the silt deposited in the lower Yellow River. We used SPSS data...
Proceedings Article
Data Analysis of the MBTI Personality Distribution of Telecommunication Fraud Victims
Kang Chen, Chuang Ma
In recent years, with the continuous development of technology, the methods of telecommunication fraud have increased, and the number of cases has shown a high incidence trend. By extracting the MBTI personality traits of victims and analyzing their personality types, it is possible to accurately prevent...
Proceedings Article
Research on Optimization of Organizational Training Efficiency under Multiple Training Objectives Based on AHP-GA Algorithm
Min Cao, Ping Luo, Ying Du, Yao Niu
This paper proposes a solution that combines Analytic Hierarchy Process (AHP) and Genetic Algorithm (GA) to optimize the training duration of training institutions with multiple training objectives by establishing a mathematical model for optimizing organizational training benefits under multiple constraints....
Proceedings Article
Research on the Evaluation of Terminal Express Service Quality in the Context of Epidemic
Le Zhang, Jiaqi Jiang, Hong Yang, Yuxuan Cen
During the epidemic, improving the service quality of terminal logistics is helpful to promote the benign development of the economic environment. Therefore, this paper firstly combined AHP analysis with TOPSIS method, and used Delphi method to invite 5 professionals to give weight scores to the indicators....
Proceedings Article
Towards Query Performance Improvement in Big Data Environment
Jianbo Li, Jianghua Luo, Zhiwen Song, Zhao Luo
In recent years, big data has exploded in the communications industry, especially in the 4G industry card data. However, the large amount of data and processing dimensions of 4G industry card data incur a large overhead of query performance. In order to improve its query efficiency, this paper studies...
Proceedings Article
A Meta-analysis based Study of the Factors Influencing Students' Engagement in Classroom Learning
Chang Yue
To address the differences in current research on factors influencing student engagement in classroom learning, a combination of qualitative and quantitative meta-analysis was used to integrate a total of 43 high-quality empirical and relevant international literature that met the research criteria,...
Proceedings Article
A Study on the Influencing Factors of International Cultural Communication in the Context of Media Convergence
Take @I am Guo Jierui and @Li Ziqi as Examples
Weisong Xi, Hejie Chen, Xueyan Liu, Menghan Yu
The 20th National Congress of the Communist Party of China pointed out the need to strengthen the capability of international communication and enhance the influence of Chinese civilization. With the boom of Internet technology and the popularization of mobile terminals, it has become an important path...
Proceedings Article
The Impact of New Generation Employees’ Effort-Reward Imbalance on Emotional Exhaustion: Modeling Based on Multiple Linear Regression and Support Vector Machines
Ke Luo, Linmin Ke, Hao Zhou
As new generation employees are gradually becoming the main force of organizations, research on the relationship between employee effort-reward imbalance and emotional exhaustion needs to be supplemented and updated. Based on social exchange theory, we constructed a mediating model in which psychological...
Proceedings Article
Research on the reliability model of emergency dispatch considering the advance state of time factor
Jijun Xiao, Yutong Zhou, Shu Ou, Rong Kou
With the frequent occurrence of major emergencies in recent years, the guarantee problem of emergency material dispatching has gradually come to the fore. In this paper, the reliability of the emergency material dispatching system is studied based on the analysis of the dispatching process and influencing...
Proceedings Article
Research on Hot Topics and Trends of Ideological and Political Teaching in China—Visual Analysis Based on CiteSpace
Jiajia Xia
By using CiteSpace 6.1.R2, this paper presents a statistical analysis of the relevant papers on the application of Chinese ideological and political teaching in CNKI in the last five years from 2016 to 2021. It reviews papers’ publication date, published journals, published institutions, core authors...
Proceedings Article
Research on the Practical Dilemma and Solution of Big Data Talents Cultivation
Wenhua Liu
In the internet age, massive data gives birth to so called big data. Big data is affecting people’s life in every regard. Therefore, big data age has resulted in high attention from all stakeholders. The development of big data industry raises the new challenge of talents cultivation. The article firstly...
Proceedings Article
Research on the Influencing Factors of Teaching Interaction on Deep Learning of Graduate Students in Smart Classroom Environment
Lan Hong, Yan Ma, Ximei Yang, Renju Tang
Effective teaching interaction promotes the achievement of deep learning in an important way, and the smart classroom environment provides strong support for the development of teaching interaction and the realization of deep learning. In this study, a questionnaire survey was conducted by using SPSS...
Proceedings Article
Research on the Development and Application of Intelligent City Public Service System
Ying Sun
The intelligent city is to use information and communication technology ways to sense, analyse and integrate various key information of the core system of urban operation, so as to realize intelligent response to various needs, including people's livelihood, environmental protection, public safety,...
Proceedings Article
Study on Simulation of Nanjing Housing Sandwich Class Scale Based on System Dynamics
Xianghua Wu, Yaosheng Hu
With the failure of the housing market, the scale of urban housing sandwich class grows rapidly. They are residents who cannot afford commercial housing in the city, but whose income exceeds the local security line. Based on the theory of adequate housing rights, this paper proposes a measurement method...
Proceedings Article
Construction and Application Analysis of Information Model for Automotive Industry Test Equipment
Jun Zhu, Jia Zhao, Yang Liu, Ran Bo
Experimental data is an important resource for detecting and evaluating the performance and safety of automobiles. The current experimental equipment has a wide variety of data types and a large amount of data, which can be effectively managed and used through information models. Therefore, this article...
Proceedings Article
Research on The Influence of Digital Level on Knowledge Evolution Based on Threshold Regression Model
Yu Liu, Yan Wang, Jieru Wu, Shuo Liu
Manufacturing digital innovation ecosystem is an industrial organization form suitable for the digital age and an important way to realize high-quality development of manufacture. From the perspective of manufacturing digital innovation ecosystem, this paper takes the dynamic capabilities as the threshold...
Proceedings Article
A Survey of Current Status of Digital Reading Proficiency among Master's Students: A Case Study of a Normal University in Southwest China
Xinru Jin
In the era of artificial intelligence, the cultivation of digital reading skills has become a crucial focus for graduate students to disseminate their research findings and a key breakthrough point for cultivating high-quality talents. This study employed a questionnaire survey to investigate the current...
Proceedings Article
Teaching Reform of Computer Vision Course in the Context of Artificial Intelligence
Tianrui Cun, Zheng Sha
This paper explores the teaching reform of the computer vision course from the perspective of the “student-centered and application-focused” construction criteria of China’s “Emerging Engineering Education.” We propose a “Four modes Three Stages” reform model. The reform is implemented in four phases:...
Proceedings Article
Design and Implementation of Automatic Rumor Detection System Based on Opposite Meaning Searching
Haori Lu, Jingrong Wang, Jiazhen Song, Yutong Li, Peng Nie
With the development of social networks, information on social platforms is exploding. However, Plenty of rumors have also appeared on social platforms, which significantly affect social stability. To reduce the harm of rumors, we design and implement an automatic rumor detection system. In this system,...
Proceedings Article
Research and Analysis of Crime Prediction in China and Abroad Based on Knowledge Graph
Yixin Liu, Juan Wang, Peng Zhang
The era of big data is changing the mode of police work. Crime prediction based on big data analysis has become a research hotspot in crime prevention and combat. In order to fully reveal and summarize the current development status and characteristics of the crime prediction field in China and abroad,...
Proceedings Article
Evacuation model considering pedestrian panic in smoke scenario
Yufei Li, Chao Li, Feizhou Huo
In order to study the effect of pedestrian panic on evacuation in fire scenarios, a fire evacuation model based on FDS and cellular automata was established. The model corresponds the FDS grid to the cell of cellular automata, and loads the flue gas data obtained by FDS into the cell in real time. At...
Proceedings Article
Research on the Hybrid Teaching Mode Based on Ideological and Political Education and Problem Solving Model
Hongxia Wang
Based on the goal of enabling education and the learning behavior data generated in the process of problem solving, this paper constructs a problem solving teaching model to promote the development of ability. In the programming course "database principle and application", this paper develops...
Proceedings Article
The Methodology System of the Emergency Response Capability Evaluation Based on AHP-Fuzzy Evaluation and the Practical Application for the Refining and Chemical Enterprises
Shengli Chu, Yifan Gan, Yunlong Li, Tao Chen, Lianjie Pang, Na Li, Lei Wang, Dantong Zhu, Mingjie Shi
In order to reasonably and efficiently evaluate the emergency response capability of the refining and chemical enterprises, the methodology system of the emergency response capability evaluation based on AHP-Fuzzy for the refining and chemical enterprises was proposed. All factors involved in emergency...
Proceedings Article
Research on Computer Organization and Design Laboratory Teaching Based on the New TDX-CMX System
Yong Wang, Zhihao Cao
Addressing the deficiencies in traditional laboratory teaching of computer organization principles, the integration of the TDX-CMX experimental system into the laboratory teaching of computer organization and design introduces a novel experimental model combining component circuits and FPGA design. This...
Proceedings Article
An improved color image watermarking algorithm based on DWT
Zhaoting Wang, Hongqin Wu, Yuying Ma
Aiming at the poor robustness and transparency of color image watermarking algorithm, this paper proposes an improved color image watermarking algorithm based on DWT. The watermark image and the original image are transformed by DWT, and the embedding position of the watermark is adjusted according to...
Proceedings Article
Research on the Adjustment of Physical Education Teaching Content Based on the Big Data of Physical Test Scores in Colleges and Universities
Tong Zhang
Based on the newly promulgated ‘Standards of Students’ Health and Physical Fitness’, and the big data of physical test scores of 4 colleges and universities in a certain area, this paper will use the fuzzy comprehensive evaluation method to analyze and research the big data of college physical test scores....
Proceedings Article
Construction of Online Learning System of Construction Engineering Management Based on MOOC
Rulun Peng
With the rapid development of China's economy and science and technology, the overall development of the construction industry shows a good trend, which means that the construction industry will have a very broad development prospect and market in China in the next few years. Therefore, more and...
Proceedings Article
Advances in the Study of Factors Influencing of the Risk Perception in the Doctor-Patient Relationship: Based on the Medical Side Perspective
Yufei Gao, Xueli Jiang, Jiangjie Sun
The risk of doctor-patient relationship seriously affects the psychological health of doctors and the healthy development of hospital treatment environment. It is crucial to investigate the influencing factors of risk perception of doctor-patient relationship to avoid the risk of doctor-patient relationship...
Proceedings Article
Research on the Influence of R&D Investment on High-Tech Product Trade in China
Yi Chen, Long Zhang, Xiaobei Lei, Yanling Chen
At present, China’s economy has gradually formed a new development pattern of “dual circulation economy”. The high-tech industry is responsible for improving the capacity of independent innovation and plays a key role in achieving high-quality economic development and promoting the new development pattern...
Proceedings Article
Design and Implementation of Word Segmentation System for Ideological and Political Education Based on Unsupervised Learning
Peng Shao, Junjie Guo
Chinese word segmentation is an important technology in Chinese natural language processing. The quality of Chinese word segmentation results will affect the effect of text processing. The relationship between the two is very close. In the field of ideological and political education, these words have...
Proceedings Article
Spatial Pattern Analysis of Zhuhai Urban Development Based on POI Big Data
Zili Zhao, Xiupeng Zhang, Zhi’ao Zhang, Xintao Peng
This study is to obtain accurately the urban development & evolution characteristics and spatial development pattern information of Zhuhai, to analyze its urban development laws by using spatio-temporal big data, to improve its scientific entity and effectiveness of planning, as well as to help its...
Proceedings Article
Research HotSpots and Topic Evolution of Long Tail Theory in China: a CiteSpace Knowledge Graph Analysis
Chunlan Li, Qiuying Ma
The Long Tail Theory posits that given a sufficiently large platform for storage and distribution, the combined market share of niche or low-demand products can rival or even surpass that of a few best-selling items.. This study aims to analyze the research hotspots and thematic evolution of Long Tail...
Proceedings Article
The Application of value engineering in highway engineering design change scheme
Bing Yang, Yubo Ren, Boyu Gao
Value engineering is a kind of technical and economic thinking and technology that seeks to build products at the lowest cost under the premise of satisfying the use function. The highway construction project is a huge linear system project, involving many disciplines, long mileage, large scale, and...
Proceedings Article
Peer Response for EAP Writing Revision Based on Online Shared Platform
Yuan Yiwei
Many online tools and platforms have been used in EAP writing classes for several years, especially in the feedback process. Studies have been conducted in this field and the results have provided solid evidence for teaching designs. This paper introduces the practice of using Tencent shared document...
Proceedings Article
Construction and Application of College Students’ Online Learning Ability Scale from the Perspective of Digital Literacy
Yanling Lan
The internet and digital technologies have brought opportunities for college students to have richer online educational resources. However, the students’ lack of digital literacy for learning also makes a large number of “online courses” fail to achieve the expected effect. With the literature review...
Proceedings Article
Research on Hotspots of Human Resource Management in the Digital Economy Era Based on Co-word Analysis
Yumeng Zhang
With the advent of the digital economy era, artificial intelligence and big data have brought great changes to the field of human resource management. Based on the database of China Knowledge Network, this paper uses co-word analysis to sort out the literature focusing on the field of human resource...
Proceedings Article
The Important Value and Path Optimization of Empowering Precise Ideological and Political Education in Universities with Big Data Technology
Chuanhui Chen, Aimei Yang
Higher education ideological and political education is a complex and long-term systematic project that needs to keep pace with the times and apply the latest technological means. The use of big data technology can help achieve the goal of accurate ideological and political education in universities....
Proceedings Article
Factor Analysis Algorithm and Precision Teaching
Yuxiong Chen, Jianhua Zhang
After the talent training plan is determined, how to arrange the teaching plan, teaching plan and teaching sequence of various courses in different periods of time is a very complex mathematical programming problem of "multifactor and multi-objective". This paper describes how to use "factor...
Proceedings Article
Application of Fuzzy C-Means Clustering and Support Vector Machine in Stock Price Analysis
Jinliang Wang, Wennan Wang, Tuli Chen, Fu Luo, Shiyang Song
With the rapid development of the global economy and the continuous expansion of the investment scale in the financial market, more and more transaction data and market public opinion information are generated in the stock market under the background of big data, which makes it more difficult for investors...
Proceedings Article
Design of Teaching Quality Monitoring System Based on Professional Development of Teachers in Colleges and Universities
Dongxing Yu
As one of the leading factors affecting the quality of teaching (tea), the professional development of teachers not only directly affects the current tea quality, but also determines the future development of colleges and universities. Therefore, the research of tea quality monitoring based on the professional...
Proceedings Article
Practical Experience and Satisfaction Evaluation of Poverty Alleviation by Relocation in Tibet in the Context of Targeted Poverty Alleviation Strategy Based on Ordered Logit Model
WenFeng Yang, WeiLian Zeng
The battle against poverty has been an important part of governance at all times and in most countries. In China, targeted poverty alleviation is another great and profound historical change taking place in rural areas, following the reform of rural land system and the household contract responsibility...
Proceedings Article
Using DEMATEL and AHP to Evaluate the Influencing Factors of Express Logistics Service Quality
Junnan Hua, Qilin Fang
Express logistics is an important branch of logistics industry. In recent years, with the development of e-commerce and information technology, express logistics has developed rapidly. On the basis of literature review and literature review, this paper summarizes 17 factors that may affect the development...
Proceedings Article
Application of Workflow Engine in Enterprise Open Technology Innovation Project Management
Lu Jiang
In order to improve the execution efficiency and benefits of enterprise technology innovation project management, this paper proposes that an open project management platform should be established, including information portal, technology project management platform, external resource docking channels...
Proceedings Article
Research on the Regional Industrial Adaptability of Vocational Education in Zhuzhou City Based on Big Data Analysis
Ruirui Zou, Qian Liu
This paper explores the regional industrial adaptability of vocational education in Zhuzhou City using big data analysis. By collecting and organizing data on curriculum offerings, student employment status, and industrial development from vocational institutions, combined with the development trends...
Proceedings Article
Study on Improving Model Accuracy by Using Non-medical Image Pretraining Set based on ImageNet Weight
Xiangwu Guo
Although modern medical systems have relatively complete skin cancer detection methods, it is still very difficult to detect early skin cancer themselves. Therefore, this paper intends to propose a lightweight model network for patient self-detection of skin cancer. In order to implement a lightweight...
Proceedings Article
Evaluation on the Operational Efficiency of Health Institutions in China
Analysis Based on the Three-Stage DEA
Cheng Tang, Li Chen
The main purpose of this paper is to analyze the operational efficiency of China’s health institutions in 2019 and the impact of environmental factors on efficiency, so as to provide references for policy-making. Relevant data having been obtained from China Health Statistical Yearbook 2020 and China...
Proceedings Article
Design and Application of Online Teaching Platform in Colleges and Universities under the Background of Internet Plus Vocational Education
Zhe Zhang, Youwen Zhang, Liling Xu, Jian Fang
At present, the mode of "Internet Plus Vocational Education" has become an important engine to promote the high-quality and characteristic development of vocational education. In this regard, this paper takes the current educational model of higher vocational colleges as the research object,...
Proceedings Article
Research on the Impact of Digital Transformation on Enterprise Innovation Performance Under the Background of Information Management Based on SPSS Statistical Software
Xiaona Bao, Yanran Li, Shuchang Zhang
In the digital age, the rapid development of modern information technology has promoted the change of enterprise management mode, and the importance of information management and system has become more obvious. In the era of big data, it is necessary to combine information management and computer technology...
Proceedings Article
The Application of BIM Technology in Construction Management - An Empirical Study Based on A Hotel Project
Zhiguo Yin
The characteristics of construction projects and the higher requirements of owners make it increasingly difficult to achieve project goals. BIM technology is an effective tool to achieve project goals. This paper introduces the PDCA dynamic control principle that should be followed when using BIM technology,...
Proceedings Article
The Evaluation Model of Social Governance Under the Background of Rural Revitalization Based on Big Data
Chunfang Feng, Xuankai Ding
With the in-depth implementation of the rural revitalization strategy in China, the rural social governance is facing new opportunities and challenges. The construction of a systematic and scientific evaluation index system of rural social governance has important guiding significance for the modernization...
Proceedings Article
Risk Preference vs. Income + Spending
Teng Zeng
This paper provides a detailed explanation of categories of risk preference and classification of the risk level. Also, the evidence of how the main variables react to risk preference. Our analysis is based on the 2018 CFPS family samples and personal panel. Adopting Stata analysis technology, and using...
Proceedings Article
Determinants of Shopping Style in Dual-channel Supply Chain: Grounded Theory from the Consumer Perspective
Yuhan Hou, Jinyuan Song, Yongjun Xu, Xuan Ye
Supply chain management is one of the key research topics today, and it is also a bridge connecting the world. At present, most of the relevant research focuses on the pricing and decision-making of suppliers, and there are few articles on the supply chain from the perspective of consumers. Therefore,...
Proceedings Article
Design and Application of Entrusted Judicial Expertise System Under the Background of “internet plus Public Judicial Service”
Hong Zhou, Yipeng Yang
According to the problems of low expertise efficiency, opaque expertise situation and lack of effective supervision in the judicial expertise procedure under the current background, the author of this paper developed a commissioned judicial appraisal system under the background of “internet plus Public...