Atlantis Highlights in Computer Sciences
2115 articles
Proceedings Article
Research on Artificial Intelligence Technology Empowering New Retail: A Case Study of Unmanned Retail
Qin Wang, Ning Zheng
The integration of cutting-edge technologies, such as artificial intelligence, into the commercial retail sector is revolutionizing traditional retail methods and supply chain processes. This study examines the impact of AI technology on the new retail landscape, including the growing trend of unmanned...
Proceedings Article
Construction and Application of Online Teaching Platform for Ideological and Political Content of Investigation Course Based on Python
Minghua Zhang, Rongbin Hao
In order to train preparatory investigative talents with excellent political quality for our investigative organs, the author of this paper develops an online teaching platform for ideological and political education of investigation courses based on the combination of Django back-end framework of Python...
Proceedings Article
Research on the Application of Big Data in Financial Investment Risk Management and Control
Weijian Peng
This paper explores how big data technology can be used for investment risk control in the financial industry. Through theoretical analysis, this paper expounds the application form and application effect of big data in financial investment risk control. Through the application analysis of risk control...
Proceedings Article
Construction of Rural Revitalization and Traditional Architectural Culture Integration Development System Based on Big Data
Xiaosu Qin
The construction of China’s economic system is at an intermediate stage. We must pay attention to the implementation of Rural Revitalization Strategy while developing urban economy. On this basis, we can not hinder the inheritance of traditional culture. In many rural areas, the cultural connotation...
Proceedings Article
Realization of Computer Music Teaching System
Weigang Liu, Ting Fang
Computer music, also known as computer music. A unique form of music since the 1980s, it is the product of the combination of modern electronic technology, computers, and some electronic audio processing equipment with music. The emergence of computer music has brought a fresh stream to the field of...
Proceedings Article
Public Opinion Analysis of School Bullying Audience Based on Big Data
Hejie Chen, Jiantao Liu, Weisong Xi
School bullying has long been a concern. With the rapid popularity of Web 3.0, the public publishes vicious public incidents of school bullying by minors through platforms such as social media and short video websites. This paper first uses web crawler technology to obtain bullet comments and online...
Proceedings Article
Research on the Deciding Factors of Blended Learning Effect of Law Students under the Background of Metaverse
Bo Han
The concept of the metaverse has had a significant and far-reaching impact on the reform of higher education, and blended learning is completely in line with the concept of the metaverse. Especially for law students, thanks to the rapid update of legal knowledge, the need for blended learning is often...
Proceedings Article
Analysis of the Current Situation of “Specialized and Special” Enterprises Based on GM (1.1) Model
Tong Chen, Lin Feng, Wenxin Fan, Ran Tao, Keying Chen, Kexin Pan, Ciren Basang, Fushun Bai, Xingcheng Wen, Yunqian Lv
Since the identification of the first
batch of “specialized and special new” enterprises in 2019, China has continuously increased the cultivation of “specialized and special new” enterprises and achieved positive results. By 2022, a total of 4 batches of “specialized and special new” enterprises have...
Proceedings Article
On the Study of Small Class Sizes of Primary School Using Machine Learning
Tian Litong
The purpose of this study is to explore the phenomenon of small classes size in elementary school education in recent years and the differences in the implementation of small-class size education policies in different regions in China. This essay also talked about the motivation, background information...
Proceedings Article
Research on the Impact of High-tech Enterprises’ Investment in R&D Staff on their Financial Competitiveness
– Panel Data Analysis with Stata
Jie Wu, Xuehang Yu
Taking 2014-2019 A-share listed high-tech enterprises as the research objects, the paper carries out research on the impact of high-tech enterprises’ investment in R&D staff on their financial competitiveness through Stata, the data analysis software. It first uses factor analysis to assign values...
Proceedings Article
Research on the Restrictive Factors of Sustainable Livelihood of Farmers in Ethnic Minority Regions of Qinghai Province After Poverty Alleviation Under the Background of Big Data
Yifang Jiang, Yubo Jiang
Based on the background of big data and from the perspective of sustainable livelihood framework, this paper takes the minority regions represented by Qinghai Province as the research area, from five perspectives of natural, physical, human, financial and social capital, and based on a large number of...
Proceedings Article
Design and Realization of Art Design Network Teaching Platform Based on J2EE
Baoyang Zhao
Art design refers to a discipline that integrates art, science and technology, and this discipline emphasizes creativity. Modern art design is gradually moving towards industrialization and developing faster and faster. Therefore, the demand for talents in art and design is also increasing. There are...
Proceedings Article
GTT-Bert: Pre-training of Graph-To-Tree Model for Math Word Problems
Ruolin Dou, Dong Liang, Nan Wang, Junxuan Wang
Math word problem (MWP) is an important problem in the field of intelligent education and natural language processing. The existing models for solving MWP problems mainly include sequence to sequence (Seq2Seq), sequence to tree (Seq2Tree), graph to tree (Graph2Tree) and other methods. Graph2Tree model...
Proceedings Article
Data Visualization Analysis of JD Mobile Phone Based on Python and ECharts and Bootstrap
Luqiao Fan, Banxiang Duan, Jie Gao
In order to more intuitively understand and mine the information behind mobile phone sales data, ECharts is used to visualize mobile phone sales data. After getting the sales data of three popular current mobile phones in JD website in 2022 through Python crawler technology, use ECharts to present the...
Proceedings Article
The Influence of College Students’ Online Learning Engagement on Deep Learning—The Mediating Role of Learning Interaction
Yan Ma, Tangren Ju
The occurrence of online deep learning is a common expectation among researchers. And whether the depth and frequency of online learning interactions and the depth of learning engagement affect learners’ deep learning is a hot topic in the current research field. Based on the vision of 3P teaching theory,...
Proceedings Article
Analysis of Big Data Application in Financial Securities Investment
Yongze Guan
The development of big data provides great opportunities for the development of various industries. The application of big data analysis technology in various industries can promote the development of the industry. Big data and the progress and development of various industries are complementary. In...
Proceedings Article
The Impact of Mental Simulation on Willingness to Pay for Online Content from the Perspective of Service Engineering
Junfeng Liao, Minru Yang, Yiqing Zeng
This study builds a model by combining the variables such as the duration of mental simulation, content type and impulsive characteristics. On this basis, it uses empirical research methods such as scenario experiment and matched samples t-test to study the impact of mental simulation on the willingness...
Proceedings Article
Theatre Music Education in the Human-Computer Interaction Model
Ying Wang, Norazlinda Binti Mohamed Rosdi, Kanit Sripaoraya Cik, Mingce Li, Qi Sun
This paper takes “human-computer interaction” as the research entry point, and briefly outlines the concept of “human-computer interaction” mode and the development of “human-computer interaction” technology. This study will explore the role of “Human-Computer Interaction” in drama and music education...
Proceedings Article
Intelligent Prediction and Analysis of Online and Offline Retail Big Data Under the Background of Public Health Emergencies
Yue Liu, Zongguo Zhang
With the rapid iterative upgrade of digital economy and internet plus, online shopping experience has been more and more widely accepted and loved by the public. Especially in the case of public health events such as COVID-19 outbreak, e-commerce transaction has become the mainstream format. This paper...
Proceedings Article
Blended Teaching Reform of Data Structure Course Based on OBE Teaching Concept
Dan Wang
Nowadays the teaching contents of many colleges and universities in China still have contradictions with advanced scientific development and technologies to varying degrees. The outmoded teaching contents and solidified teaching methods seriously limit the students’ initiative in learning and diversification...
Proceedings Article
Research on Power Data Value Mining Technology in the Energy Internet Era
Kunpeng Liu, Ziqian Li, Yuchen Song
In recent years, electric power enterprises have gradually accumulated a lot of practical experience in data-based applications, but with the development of the energy Internet, the features of interconnection, openness, peer-to-peer and sharing of the energy Internet have given a new connotation to...
Proceedings Article
The Realization of Intelligent Remote Multimedia Physical Education Teaching System
Zhengen Zou
In the traditional physical education teaching methods need teachers and students two-way interaction, in this era of intelligent life everywhere, teaching has also become novel, remote multimedia teaching extended to physical education, greatly strengthening the teaching methods and teaching concepts,...
Proceedings Article
Prediction of hospital health expenditure based on GM (1.1) grey clustering model
Mengjie Luo
This paper analyzes the current situation of the development of medical and health expenditure in China, and predicts the future development trend of medical and health expenditure in China by constructing GM (1,1) grey prediction model, in order to provide decision-making reference for the government...
Proceedings Article
Analysis of the Correlation Between Crime Rate and Housing Price in Washington, D.C., USA Based on Big Data
Hanshu Yang, Meili Liu, Jeng-Eng Lin, Chun-Te Lee
Knowledge of what happens to housing values is limited when properties are near high crime density areas. Big data analysis has become one of the tools for effective crime prevention and can be used as an effective reference when buying house. In this article, we analyzed crime data from 2017 to 2021...
Proceedings Article
Research on Patent Valuation Based on Social Network Analysis Method
Xuemei You, Mingming Zhang, Yangli Yu
In the era of rapid updating of patent technology, it is increasingly important to identify the value of patent. Through the study and selection of the previous patent valuation literature, this paper adopts the social network analysis method to select the patent valuation index, and uses Poisson regression...
Proceedings Article
Quality Evaluation Method of Agricultural Talents Distance Education Based on Improved Decision Tree
Qi Wang, Guanghai Li, Yang Liu
With the rapid development of information technology and the emphasis on education at all levels of the country and society, wisdom education, as a new application of information technology in the field of education, has a lot of research space. Educational data mining is an interdisciplinary field arising...
Proceedings Article
Intelligent Scheduling on Electric Vehicle Routing Problem with Simultaneous Pickup and Delivery
Wei Xu, Ming Cheng
In this paper, we use intelligent scheduling technique to propose an electric vehicle routing problem with simultaneous pickup and delivery (EVRPSPD) model which considers the load-dependent discharging (LD). The model aims to minimize the working time including travel time, charging time, service time,...
Proceedings Article
An Empirical Analysis of the Influence of the Relationship between Government, Business and Villagers on Cash Holding of Enterprises from the Perspective of Financial Engineering
----From the Computer data of Chinese A-share listed companies
Dequan Huang, Junshan Duan
The hometown connection is one of the crucial relationships in China’s relational society. Using the data of A-share listed companies, we examine how hometown connections between corporate executives and local government officials affect corporate cash holdings from the perspective of financial engineering....
Proceedings Article
A Review of Task Scheduling Problems
Haibing Cheng, Lin Li, Ling You
With the development of computer application in recent years, the computational allocation of resources becomes more important. Many Scholars have done a lot of research on task scheduling problem. In this paper, we classify scheduling problems by classifying the nature of tasks, and make a survey with...
Proceedings Article
Design of Zoo 3D Roaming System Based on Unity3D Virtual Reality Technology
Yunchao Yang, Zhengheng Lu, Yan Xu
With the improvement of people's living standards, there is a growing demand for zoo visits. In the case of the large-scale popularization of smartphones and tablet computers, relying on the innovation and entrepreneurship project of college students, a VR experiential zoo 3D roaming system has...
Proceedings Article
Effect Evaluation of Organic Chemistry Teaching Based on Box-Behnken Model
Ali Tao, Xuehua Feng, Zurong Song, Ying Zhao, Panpan Gong, Yadong Wu
Online and offline hybrid teaching is an important teaching means in the current reform of organic chemistry, and the comprehensive evaluation of the effect of information teaching is the basis of scientific and condensed curriculum reform results. On the basis of the single factor experiment, this paper...
Proceedings Article
Research on Optimization of Marketing Model Under Big Data Technology
Zhu Lei
The essence of the implementation of marketing in modern enterprises lies in relying on the marketing methods of enterprise products and enterprise services to promote more consumers’ recognition and understanding of enterprise products and services. In order to achieve the good practice effect of improving...
Proceedings Article
Developing Augmented Reality Mobile App for Learning Nucleophilic Substitution Reaction Mechanisms in Organic Chemistry: User Perception and Experience
Chiew Lin Yap, Jaya Kumar Karunagharan, Jason Chia Keh Leong, Iman Yi Liao, Hock Siang Lee
A prototype AR mobile app “Immersive Nucleophilic Substitution” (INS) has been developed to assist students in understanding the concept of unimolecular nucleophilic substitution (SN1) and bimolecular nucleophilic substitution (SN2) reaction mechanisms. This study aims to examine the perception and user...
Proceedings Article
Research on the Research Path of Electronic China Yuan(e-CNY) Promotion Under the Background of Digital Economy
Kaishan Yin, Wenjun Yang, Wenxu Qiu, Yufei Huang, Yiwen Wang
As one of the important manifestations of digital economy, digital RMB is widely used in daily life. In order to study the promotion of digital RMB in China's actual economic situation, this paper collected 820 questionnaires, and the effective questionnaire recovery rate was 96.22%, which passed...
Proceedings Article
Practice And Research on Online and Offline Mixed Teaching of “Dancing Grass Dragon” in Songjiang
Huangsheng Kong
By using the methods of literature, case analysis, questionnaire survey, induction and summary, through the practical exploration of the integration of Songjiang “grass dragon dance” and physical education in higher vocational colleges, the purpose of improving the national sports cultural literacy of...
Proceedings Article
Model Construction and Empirical Study of China's Automobile Industry and Entrepreneur Confidence Index
Xudong Li, Peiwen Zuo, Wenzhuo Wang
At present, our country's automobile industry is facing the influence and challenges of many factors such as changes in the international environment and rising raw material prices. The development situation is full of uncertainties. Existing data and evaluation methods are difficult to accurately...
Proceedings Article
Influencing Factors Analysis of Birth Rate Spatial Distribution in China’s Provinces
Liyun Su, Haiqin Yu, Fenglan Li, Yun Jiang
The long-term development of China's economy is inseparable from the labor force, and the birth rate is an important factor to promote China's economic development. This paper uses spatial statistics to analyze the potential social causes of influencing the spatial distribution of birth rates...
Proceedings Article
Research on the Evaluation Index System of Teaching Quality in Chinese Vocational Colleges from the Perspective of Teachers and Students
Xueqin Wang
The information management of education is inseparable from the scientific and universal education evaluation index system. On the basis of analyzing the decisive influence of teachers and students on teaching quality and teaching effect of higher vocational colleges, this study constructs a teaching...
Proceedings Article
Influences of Gender, Major and Age Differences on Student Engagement in Blended Learning Environment
Xiaoyan Zhao, Suthagar Narasuman, Izaham Shah Ismail
Digital technology has transformed teaching and learning, blended learning (BL) has become ubiquitous. Student engagement (SE), which consists of behavioural, cognitive and emotional engagement, is a prerequisite for successful implementation of BL. To effectively enhance SE in BL, influences of gender,...
Proceedings Article
Improving College Teachers(CT) Information-based Teaching Ability in the Era of Artificial Intelligence(AI)
Shan Wang
With the transformation of the fourth generation information technology represented by cloud computing, big data and AI, higher education has gradually entered the stage of intelligent development, which puts forward higher requirements for the teaching ability (TA) of CT. Therefore, the research on...
Proceedings Article
Research and Application of Multi-chain Sharing Architecture of Electronic License
Wenhao Xue, Fan Jia, Huanjuan Wang, Jiangtao Li, Guomin Li
In order to solve the pain points of the traditional paper license offline business, such as the large number of communication units and cumbersome work, under the strong advocacy and development of the state, the electronic licenses came into being, which greatly reduces the complexity of the offline...
Proceedings Article
Study on the Influence of Deep Learning and Artificial Intelligence on Transportation and Mobility Industry and Corporations
Lixiao Liu
This article explores the affect that the rise of AI-based algorithms brought to the whole transportation and mobility industry. Since this industry has such many brunches, this article mainly focuses on taxi/ car-sharing segment. By researching the related journal and documents and using Uber as a case...
Proceedings Article
Multi-stage Semantic Attention with Transformer for Multi-label Image Classification
Qi Du, Ying Ma, Jianmin Li
Multi-label image classification is a fundamental classification task, which seeks to assign numerous possible labels to an image. Many deep convolutional neural network (CNN)-based approaches to discovering the semantics of labels and learning the semantic representation of images by modeling label...
Proceedings Article
Educational Policy Formulation Based on Blockchain Technology
Haisheng Hu, Dong Chen
The inherent decentralization and security properties of blockchain make it well suited to address today’s educational decision-making challenges. The educational policy evaluation index system is built on the basis of blockchain technology. The purpose of this paper is to study and implement educational...
Proceedings Article
The Influence of Online Media on College Students’ Self-identity in Mobile Learning Environment
Kai Zhou, Lan Luo, Tianlin Chen
With the maturity of information technology, the popularity of the network and the reduction of the cost of wireless equipment, mobile learning has attracted great attention in recent years and started to be popularized rapidly. Mobile learning based on recommendation algorithm has become the most convenient...
Proceedings Article
Research on New Media Communication Strategy of PanYao Culture in Northern Guangxi Based on Big Data
Yaqin Cui
With the development of new media in the era of big data, digital communication are of great importance to carry forward and inherit the cultural heritage of ethnic minorities. Although PanYao ethnic culture in northern Guangxi is diverse and has great cultural tourism value, its cold and remote geographical...
Proceedings Article
Research on the Optimization of Logistics Distribution Path of Fruit and Vegetable Agricultural Products in Guangxi Based on the Internet of Things
Zhu Jinghuan, Liu Yuxue, Wang Shilong
With the rapid development of the information age and the continuous improvement of people's living standards, the freshness and quality safety of fruit and vegetable agricultural products have attracted widespread attention and high attention. However, in the process of logistics and distribution...
Proceedings Article
Kernel Choice in One-Class Support Vector Machines for Novelty Detection
Qinong Tian, Peixi Liu, Tian Wu, Ziyue Chen
This work concentrates on novelty detection, a semi-supervised learning problem concerned with deciding if the new observation is sufficiently different from the ones seen so far. This paper mainly considers a variant of the support vector classification approach, which estimates the contours of the...
Proceedings Article
Cloud Education Model and Evaluation Based on AHP and BP Neural Network
Jingjing NIE
Study the current state of cloud technology use in teaching, and train the cloud teaching mode and operational process. To judge whether the cloud mode of instruction has achieved the desired effect, the method of combining the analytical hierarchy process with the BP neural network is selected. A system...
Proceedings Article
An Empirical Study on the Influence of Vocational College Students’ Critical Thinking Ability Under the Community of Inquiry Framework
Xuemei Cai, Yan Ma
Under the environment of online learning being fully implemented, vocational college students’ participation in online learning is not high, their learning willingness is not strong, and their ability of independent learning and collaborative learning is weak. The data were obtained from freshmen in...
Proceedings Article
A Study on Influencing Factors of Chinese Special Vehicle Usage Scenario Sales Based on Big Data
Heling Mao
China's special vehicle market is rising day by day, and its sales are closely related to the domestic economic development. However, there are various use scenarios of special vehicles, including municipal vehicles, engineering vehicles, transport vehicles and coaching vehicles, etc., so the changes...
Proceedings Article
A Fuzzy Comprehensive Model to Evaluate PAD Class Teaching Quality Quantitatively and Qualitatively
Guangrong Zhong, Shufeng Jiao, Shaojie Du
PAD Class is carried out in the form of teacher’s presentation and students’ discussions, but the way to evaluate its teaching quality is the same as lecturing class currently. To address this problem, the paper provides a 2-level fuzzy comprehensive evaluation model for PAD Class specially. It takes...
Proceedings Article
Analysis for a Sort of Higher Education Cost from the View at Constrain of Cobb-Douglas Function
Bo-zun Yu, Ming-xia Lu
The problem of higher education cost has attracted extensive attention from the government and academia. On the basis of fully considering reality restrain condition of shortage of funds and talents, we put forward an optimization model for university running efficiency under limited fund, where we taking...
Proceedings Article
Live Broadcast of University Ceremony: Technology System and Narrative Strategy
Jing Liang, Yumeng Xie, Jingpei Li
In recent years, radio and television technology's rapid development has promoted the popularization of live broadcast globally, which many universities use, particularly nowadays. In 2020, the COVID-19 coronavirus broke out in various parts of the world. Besides online innovation in curriculum...
Proceedings Article
Study on the Influencing Factors of Tourists' Willingness to Revisit the Forest Health and Wellness Tourism
Linjun He, Changtai Lu, Zhiping Zheng, Weiyi Zhao
As a derivative of health industry, forest health and wellness tourism has proved its positive effect on nature and human body. However, there are differences between forest health and wellness tourism and traditional tourism. It is not only necessary for tourists to obtain high-quality tourism experience,...
Proceedings Article
Analysis of the Current Situation and Countermeasures of UGC Model Agricultural Product Marketing Under the Background of the Internet Era—Based on the Analysis Perspective of Big Data
Jie Liu, GuiQing Li
In recent years, with the popularization and development of the Internet, more and more short video platforms have begun to spread. Due to the uniqueness of short videos, more and more groups tend to use short videos to market users, and users also tend to use short videos to learn about products, brands,...
Proceedings Article
The Current Situation and Frontier Evolution of Information Technology Education Evaluation Research at Home and Abroad
Visual Analysis Based on Citespace and Vosviewer Knowledge Graphs
Guozhu Jin, Yan Ma
In order to explore the current situation and frontier evolution of education evaluation research on information technology at home and abroad, the paper uses the bibliometric analysis method, combined with CiteSpace and VOSviewer analysis software, to sort out the year, number of citations, distribution...
Proceedings Article
How Does Digital Finance Affect the Development of China’s Technology Market? An Empirical Study Based on China’s Province-Level Data
Hanchang Liu
Digital finance (DIF) has advanced rapidly over recent years, and it is worth exploring whether it can benefit China’s technology market (TEM). Based on China’s provincial panel data from 2011 to 2020, this paper empirically studies the impact and regional heterogeneity of DIF on China’s TEM development...
Proceedings Article
An Empirical Research on Teaching Evaluation Based on Fuzzy-AHP
Yu Liu
For the evaluation of the teaching effect of the course Supply Chain Management Training, collecting and sorting based on the evaluation index, from three aspects of the experts, students and colleagues collected data samples, application of rough set reduction of the evaluation index, to determine reasonable...
Proceedings Article
Innovation and Entrepreneurship Development of Artificial Intelligence(AI) based on Big Data and Cloud Computing(CC)
Xiaojian Han
With the comprehensive application of BD and CC technology and the vigorous development of Art Majors in Colleges and universities across the country, the emerging course of Innovation and Entrepreneurship(IAE) needs more and more talents with innovation ability to tap their productivity, and more and...
Proceedings Article
The Construction of Recitation Mode for College Engineering Students
Zhipeng Liu, Xiaochen Xu
Current research shows that some college science and engineering students made poor achievements in English study. Language recitation input is widely accepted by language educators and attracts more and more attention from English learners. Recitation mode should be advocated again in English teaching....
Proceedings Article
Comprehensive Delineation of Algorithmic High-Frequency Trading
Shihui Meng, Zhongzheng Wang, Zicheng Tang
This paper reviews past research on high-frequency trading (HFT) and analyzes the impact of HFT on market players. The development prospect of HFT is evaluated considering the relevant regulatory measures. In light of the economic proliferation, HFT has stationed a matured stage through the coordinating...
Proceedings Article
Design and Research of Economics Online Learning Platform Based on Java Language Environment
Lei Lin
Based on the Java language development environment, this paper takes Sakai CLE version 2.8.1 as the basic framework, selects appropriate functional components and related data API interfaces, and completes the construction of online learning platform of economics network with a feasible secondary development...
Proceedings Article
Research on Big Data Service of Shandong Government Based on Data Warehouse Technology
Wang Li, Zhengqian Feng, Zhongwei Chen, Xikai Ding, Ning Dang
In the era of big data, data has penetrated into every aspect of economy, society and life, exerting a profound influence on economic development mode and social governance mode [1]. Through field investigation, literature analysis, quantitative and qualitative analysis and comparison, comprehensive...
Proceedings Article
A Study of Working Memory for Dyslexia with FNIRI Technology in the Context of Big Data
Bing Chen, Shijian Sun, Lan Luo
Reading ability is one of the most important language skills, and the common phenomenon of English dyslexia exists in Chinese universities. By analyzing the specific performance and difficult features of college English dyslexia and specific teaching cases, we propose a strategy to solve college English...
Proceedings Article
The Impact of Digital Economy Development on Carbon Emissions: A Multi-dimensional Study Based on Threshold Effect
Zeyu Li
The digital economy has provided a strong traction role for China’s pursuit of high-quality economic development and offers a significant chance for low-carbon transition. This research employs the threshold model to experimentally assess the association between the growth level of the digital economy...
Proceedings Article
Efficacy of Usage of Digital Game on Key Competencies among Prospective Chinese Language Teachers
Xianfeng Li, Jinyan Fu
As a new media, digital games are playing a more and more important role in intelligent education. However, few attempts have been made to investigate efficacy of usage of digital game on key competencies of students in the 21st century in higher education. The objective of the study was to determine...
Proceedings Article
Research on the Stock Price Forecasting of Netflix Based on Linear Regression, Decision Tree, and Gradient Boosting Models
Xinwen Xu
Stock return forecasting has always been a popular research topic in the stock market. This paper adopts three models, including linear regression, decision tree, and gradient boosting approaches, to predict the eighth day's stock return of Netflix stock based on its last seven days' stock...
Proceedings Article
Sentiment Analysis of Movies Based on Natural Language Processing
Hanfei Zhu
Movies are an important spiritual food for people to satisfy their spiritual needs in contemporary society. Each person’s evaluation of one movie is different. The data mining of movie-related data can make a certain accuracy prediction of the final rating of a movie. This paper shows a new movie rating...
Proceedings Article
Using Multiple Linear Regression SPSS Method to Analyze the Promotion Effect of Information Education on College Chinese
Haiyan Chen
This paper uses multiple linear regression SPSS analysis method to analyze and demonstrate the promotion effect of information education on college Chinese teaching. Informatization refers to the historical process of cultivating and developing the new productive forces represented by intelligent tools...
Proceedings Article
Evaluation of Higher Education System by TOPSIS Based on Entropy Weight Method
Feng He, Qing Ye, Sini Chen
The healthy and sustainable development of the higher education system is of great significance to the progress of a country. Based on public data, this paper uses topsis model based on entropy weight method, simulated annealing algorithm, bp neural network algorithm, fuzzy comprehensive evaluation,...
Proceedings Article
An Empirical Study on the Evaluation and Analysis of Student Learning Satisfaction under the Concept of “New Three Centers”
Xin Fang, Fangxing Lyu
Student learning satisfaction refers to the degree of satisfaction that students achieve their learning goals in school. Based on the concept of “New Three Centers”, a student learning satisfaction evaluation model consisting of three dimensions of “student development, learning process, and learning...
Proceedings Article
Virtual Reality Technology in the Context of 5G to Improve the Quality of Mental Health Education in Universities
Shiping Luo, Lan Luo, Guang Chen
With the vigorous and efficient development of 5G Internet era, virtual reality technology provides a new channel for the innovation of mental health education model in colleges and universities. Based on 5G technology, virtual reality technology is combined with cloud rendering technology, causal brain...
Proceedings Article
The Application of Information Technology in the Course Teaching of ‘Picture Recognition and Reinforcement Calculation’
Yu Cai
Under the background of the new era, modern electronic computer information technology is widely used in various fields. This paper for the application of computer technology in data model, through the key elements, the advantages of computer technology in data analysis, and from the statistical analysis...
Proceedings Article
Design and Application of Online Simulation Training System for Mass Entrepreneurship and Innovation Talents Under the Background of Internet Plus
Xu Liu, Jiawei Luo, Guiming Shi
Strengthening innovative and entrepreneurial education and cultivating innovative and entrepreneurial talents are the new requirements of the state for innovative construction, and are the necessary ways to reform the traditional college education and improve the comprehensive quality and employment...
Proceedings Article
An Empirical Study on the Benefit Correlation Analysis of School and Enterprise Cooperation in Higher Vocational Education
Qianqian Wang, Rui Su
School and enterprise cooperation is the lifeline of vocational education. As early as 2010, the Outline of the National Program for Medium - and Long-term Education Reform and Development (2010-2020) emphasized that the development of higher vocational education must adopt the school-enterprise cooperation...
Proceedings Article
The Spillovers Between Education and Technology Markets: Evidence from the Time-Frequency Domain
Wang Gao, Qian Cao, Linlin Zhang
Under the time and frequency domain framework, this paper use DY-BK method to study the spillovers between education and technology markets. The results show that: (1) there are significant static and dynamic spillover effects between education market and technology market, and the dynamic spillover...
Proceedings Article
SPSS-Based Analysis of Factors Affecting High School Students’ Core Literacy in The Context of The New College Entrance Examination
Yi Ding, Shu Zhang, Ruogu Zhang, Weiqi Zhou, Ruiwen Ye, Jiaxin Zhang
Core literacy is the centralized embodiment of scientific education, and the “General High School Information Technology Curriculum Standards” clearly state that efforts should be made to develop core literacy at the high school level. This paper investigates the core literacy of information technology...
Proceedings Article
Research on Higher Education Based on Factor Analysis
Kun Deng, Yanhui Xue, Dihui Deng
Today’s times are changing rapidly. To adapt to the trend of the times, society needs a variety of high-level talents. As a result, colleges and universities that train these talents have gradually become the object of attention. Countries around the world are very concerned about the health of their...
Proceedings Article
Analysis of the Influence of College Students’ Mental Health Based on Statistical Analysis, Data Mining, and Predictive Analysis
A Regression Analysis based on SPSS
Hua Wang, Sharifah Muzlia Syed Mustafa, Siti Zuraida Maaruf
This article use SPSS software the survey data to analyze the influence of social support on college students’ positive mental health under the current COVID-19 epidemic situation. By using the visualized data quantitatively based on the regression analysis, it presented that social support has a positive...
Proceedings Article
A Model of Harmonious Guidance Relationship Based on the Extracurricular Interaction Mechanism between Mentors and Students
Yihan Liu, Qianxi Zhang
The guidance relationship between mentors and graduate students affects the quality of graduate training. An empirical study was conducted for graduate students in a double-class university in China to establish the mechanism of extracurricular interaction between mentors and students in three dimensions:...
Proceedings Article
Visualization Analysis of Tourism Data in Tai’an City with Python
Xue Tian
The functions of tourism websites are becoming more and more perfect, which provide a channel for tourists to freely share their travel experiences. These messages contain rich and valuable information. If we find a way to analyze these messages, we can identify problems in the development of tourism...
Proceedings Article
Application of Virtual Reality Technology in the Chemistry Teaching Process
Zhaoyan Li, Yuan Cao, Jiancheng Luo
Based on virtual reality technology and its unique advantages in chemistry experimental teaching, the shortcomings in traditional chemistry experimental teaching are addressed by integrating the application of virtual reality technology in chemistry experimental teaching. This paper combines the teaching...
Proceedings Article
Research on the Application of Smart Technology in China Budget Hotels Based on Quantitative Analysis
--A Case Study of the Vienna Hotel
Zhiyu Zhang, Qifeng Yin, Zixin Huang, Yanhong Liu
Due to the fierce market competition and the heavy impact of Covid-19, budget hotels are facing great challenges. In order to maintain competitiveness, it is necessary for budget hotels to have a smart technology solution system from a customer perspective in order to win customers at a relatively low...
Proceedings Article
Construction of a Multi-dimensional Evaluation Platform for College English Writing Based on Big Data
Jinying Xu
With the development of modern data information technology, it has been widely used in various industries and many fields of the whole society. Education informationization, as the focus of China's current education reform, has been gradually carried out throughout the country. And multidimensional...
Proceedings Article
Product Comments Affection Evaluation Model in Recommender System
Weiming Wang
Product comments is essential for the recommender platforms and assist to estimate the level of affection or sentiment expressed in customer comments for a certain product. However, existing research only concerns the single evaluation indicator volume of sales and ignore other parameters including product...
Proceedings Article
Research on the Construction of College Mental Health Education Platform Based on “Internet+”
Sijia Zhao, Xiaofei Xiao, Lan Luo
College students should not only pay attention to their psychological development and career development, but also pay attention to their spiritual development and personal development, that is, mental health. The purpose of the university mental health education activities is to promote the mental health...
Proceedings Article
Application of Advanced Artificial Intelligence Techniques in Bioinformatics
Huixing Li, Yan Xue, Xiancai Zeng
The flexible application of computer technology in the development process of biology can effectively promote the innovative development of the discipline, improve the shortcomings of the discipline itself. It also promotes people to strengthen the cognition of bioinformatics through computing technology,...
Proceedings Article
Research on College Mathematics Auxiliary Teaching System Based on Computer Platform
Shixiang Wang
With the development and popularization of computer technology and the Internet, people have entered an information-based society, and the traditional teaching mode cannot meet the needs of teaching. Now online teaching has become a common education method. The long-distance real-time interaction function...
Proceedings Article
Combining big data and statistical principles to analyze the online live broadcast goods market during the epidemic
Research on the Advantages and Disadvantages of Online Live Delivery Based on SWOT Analysis
Zeting Hu, Lihong Du, Lu Shi
The outbreak of the new epidemic at the end of 2020 has led to the economic depression of many physical industries. Among them, the online live broadcast cargo industry, as a new industry, has developed rapidly, greatly promoting China's economic development and solving the employment problem of...
Proceedings Article
Internet of Things and Big Data in Smart Logistics
Tairan Wang
With the rapid growth of global trade, the demand for logistics is increasing across all industries. The burgeoning demand is forcing the traditional logistics industry to transform itself into smart logistics. Among the many new technologies that have emerged in recent years, there are many that have...
Proceedings Article
Research and Exploration on the Application of Computer-Based Models to Innovative Entrepreneurial Knowledge
Yu Liu, Ailing Zhang
The convergence of mobile communications and the Internet in the 3G era gave birth to the mobile Internet, which has supported and driven the development of the information society. When the 3G infrastructure network was generally built, 3.5G and 4G followed, and the mobile Internet soon entered the...
Proceedings Article
How to Use Social Identity Theory to Stimulate Students’ Community Citizenship Behavior in a Blended Learning Environment
Li Yu Tseng, Hui Shan Chen, Yun Liu
The course group is the best channel for teachers to build relationships with students and other members in the blended learning environment. Based on the theory of social identity, this research explores the impact of learning passion, community engagement, learning commitment, and community commitment...
Proceedings Article
Visualization Analysis of Chinese Unearthed Tomb Murals Data Based on Big Data Technology
Mingxing Zhang
The unearthed tomb murals in China depict the splendid culture of each historical period of our country with the cultural symbols with the characteristics of The Times. They are the precious cultural heritage for the inheritance and study of the development history of the Chinese national civilization....
Proceedings Article
Exploring the Evaluation of the Construction Work of Student Party Branches in Colleges and Universities Based on Hierarchical Analysis Method
Yuncong Zeng, Yifan Han
Student party branches in colleges and universities are the basic units for managing, supervising, and serving student party members. The article establishes the “Student Party Branch Control System” by combining the control of typical complex systems, considering the student party construction work...
Proceedings Article
Design and Development of Online Teaching System of Pharmaceutical Administration Management in Colleges and Universities Based on Web
Liujing Wan
Firstly, this paper studies the background and teaching status of pharmaceutical administration management, and summarizes the existing problems in pharmaceutical administration management’s education and teaching. Then, taking the teaching practice as the starting point and according to the teaching...
Proceedings Article
Research on the Stock Price Prediction Model of Banks Based on SVM and BP Neural Network
Junbin Zhang, Peiying Zhang, Jinsui Huang, Wennan Wang, Tiancheng Wang
The classification and prediction of stock price fluctuation pattern is a very important issue in stock market research in recent years. The rise and fall of stock price directly reflects the change of investors’ assets, and if the rise of stock price can be predicted more accurately, it can provide...
Proceedings Article
Construction and Application of Enterprise Financial Management Sharing Service Center under the Background of Big Data
Shihui Du
Based on the analysis of the characteristics of enterprise financial sharing service center, this paper studies the existing problems, puts forward the effective strategy of building enterprise financial management sharing service center under the background of big data, and gives the specific design...
Proceedings Article
Research on the Cultivation of “Computational Thinking” Ability in the Course of “University Computer Foundation”
Hui Wang, Wei Qi
In view of the existing computer course teaching model of the old problem, this paper uses the North American advanced BOPPPS teaching model, to cultivate students’ computational thinking ability as the guidance, in the “University computer Foundation” course will be “computational thinking”. The course...
Proceedings Article
Research on Big Data Analysis of Passenger-Oriented Railway Service Quality Based on LDA Model
Haohuan Yuan, Hao Ding, Pengcheng Lv
Because of the lack of a reasonable evaluation and feedback system in China's railway transportation sector and the inability to make timely improvement according to the needs of passengers, this paper presents a passenger-oriented railway service quality big data analysis and research based on...