Atlantis Highlights in Computer Sciences

To cultivate engineering and technical talents with innovation spirit and practical capability that meet the urgent social needs, we establish and solve the principal component analysis (PCA) model of the factors affecting the performance of the science and technology innovation competition, and obtain...

Stock price prediction is one of the most challenging tasks in time series forecasting. Many methods are put forward to explore the nature of the stock market. However, most of them just focus on one kind of model. This paper mainly contributes in two experts: The first is that the author innovatively...

With the deepening of the comprehensive reform of the National College Entrance Examination (NCEE), the competition among colleges and universities to attract excellent students is becoming more and more intense. In order to ensure the quality and optimize the components of students, colleges and universities...

This study investigates the potential of large language models (LLMs), specifically GPT-4, for automated writing scoring and feedback generation. Employing a mixed-methods approach, the research evaluates the accuracy and reliability of GPT-4 in predicting essay scores and the quality of its generated...

Objective: To explore the relationship between family functioning, action control style, self-esteem and learned helplessness among rural secondary vocational school students. Methods: The learned helplessness scale, ASC-90 scale, The Family Functioning Rating Scale (FAD) of Chinese Revised and Self-esteem...

In teaching a key curriculum, Mechanical Engineering Materials, in the discipline of mechanical engineering, reductionism and holism were applied. Besides the calculation of atomic packing factor, three key knowledge points were abstracted by applying reductionism, which were the model on bonding forces...

Computational thinking is an essential core quality of talents in the new era. Graphical programing language such as Scratch builds runnable programs through drag and drop, which is intuitive and easy to learn. Graphical programing can help cultivating students’ computational thinking greatly. This paper...

This paper explores the mediating role of social support and self-efficacy in the relationship between employment stress and psychological health. A total of 1062 graduates from general colleges and universities in Jilin Province were surveyed using the Employment Stress Scale, the Self-Efficacy Scale,...

In order to carry out in-depth research on historical data with Chinese national characteristics more conveniently, it is necessary to use big data technology to collect, organize and analyze historical data resources. Big data technology can digitize various forms of data, describe and manage data in...

Accurate identification of loan risks to ensure the interests of financial institutions is the core of intelligent risk control. It has become an important research area to accommodate the requirements of Internet financial platforms for processing large amounts of high-latitude user data by using machine...

In recent years, China's fund industry has developed rapidly, especially in the new energy sector, which has shown highly promising prospects under the promotion of carbon neutral policies. However, due to the late start of China's fund industry and the paucity of research on fund performance...

Amidst the landscape of educational digitization, the increasing prevalence of universities employing the Internet as a pedagogical tool prompts a nuanced exploration of college students’ enthusiasm for online learning. This study initiates its inquiry by theoretically formulating influencing factors...

Inadequate and unbalanced development of preschool education is a prominent problem of China’s education. development. In poverty-stricken rural areas, the population of pre-school-aged children generally exceeds the local capacity to provide services, resulting in some pre-school-aged children, especially...

With the continuous popularization of the Internet and information technology, profound changes have taken place in higher education, and more and more new technologies and methods are used in classroom evaluation. Drawing on the ACSI model, this paper uses the social work classroom in the author’s school...

Through analyzing the current situation and existing problems of practical teaching of photoelectric countermeasure equipment, in order to improve the ability of trainees to take up their posts, satisfy the needs of military colleges teaching mode in the new era, we carried out research on the reform...

The natural resources are consumed in large quantities, and sustainable economic development is seriously restricted by resources. The recovery of renewable resources has become an urgent environmental, economic and social problem. The “Internet +” recovery model provides a new solution. Based on the...

Based on the emerging concept of metaverse, combined with the existing educational meta-verse, launched the meta-verse migration exploration of health management curriculum, relying on the existing laboratory and hardware equipment resources of the college, put forward the construction ideas and objectives...

Empowering education with artificial intelligence has become an inevitable trend, but the development of artificial intelligence brings new opportunities for teaching reform, but also hides many hidden dangers. On the one hand, people hope to achieve a deep integration of artificial intelligence and...

In this paper, we simulate the human discovery behaviour of topic web pages in the crawling strategy, combine the topic discrimination model, the breadth traversal crawling strategy and the depth traversal crawling strategy to implement an improved topic URL crawling strategy that allows crawlers to...

The development of Internet technology makes the development of management accounting welcome new opportunities. Analyzing and processing the enterprise accounting data information through artificial intelligence technology and big data technology can help the enterprises to gain insight into the market...

With the popularization of computer in the process of enterprise informatization product configuration management, product information of various types, informatization and strong dynamic has been formed. In order to effectively integrate, organize and manage this information, it is very important to...

As a world cultural heritage site and a holy place that testifies to the 5,000-year history of Chinese civilization, Liangzhu Site is an important witness of Chinese civilization. The international dissemination of Liangzhu culture is an important way to promote Chinese civilization to the world. In...

This article starts from the MOOC, expounds the origin and development of MOOC, analyzes the current situation of college second foreign language classroom teaching and the advantages of MOOC applied to college second foreign language curriculum, and proposes the teaching of college second foreign language...

As the core technology of the new era, big data analysis technology has a significant impact on the agricultural competitiveness of a region. Promoting the high-quality development of agriculture is of great significance to the construction of Rural Revitalization in Sichuan under big data analysis technology....

Information technology plays an irreplaceable role in the development of education. To a great extent, the advent of the computer-assisted language learning model subverts the traditional classroom mode characterized by “teaching by teachers while listening by students”, thereby effectively improving...

AI, big data, cloud computing and other technologies are embedded in agricultural production and rural life, opening up a new pattern of digital rural governance and development, but also facing problems such as high investment and low efficiency, incomplete construction of data resource system and digital...

The F10.7 solar radiation index is of great significance for the calculation of atmospheric density in low-Earth orbit. In recent years, a variety of neural network methods, especially the LSTM method, have been used for the modeling and forecasting of the F10.7 index, but the research on the length...

With the rapid development of social economy, China’s Internet technology has made tremendous progress. Internet finance, which was born on the background of the Internet, is rapidly changing the overall pattern of the financial industry. However, while Internet finance has brought innovative development...

Owing to the surge of ChatGPT and similar GenAI tools into all walks of human society, GenAI has definitely become the focal point and attracted great attention from academia. Based on the recent studies on GenAI, scholars and researchers have reached agreement that GenAI models have super power to generate...

Sensor technology, communication technology, and computer technology are the three pillars of information science and technology. The content of the sensor course is complex and involves a wide range of knowledge, which leads to students confused and not knowing how to apply the knowledge. The deep integration...

Under the background of the rapid development of information technology, it is necessary to build a scientific and reasonable educational administration management information system in order to create a good teaching environment, create a good school spirit and style of study. Therefore, the author...

In the face of market changes, shortening the cycle and on-time delivery have become the necessary conditions for manufacturing enterprises to win customer orders. Status of order according to the manufacturing enterprise production scheduling based on improved artificial swarm algorithm, in which the...

Distributed wind power is located near the load center and does not aim at large-scale long-distance transmission, and the generated electricity is connected to the local power grid for consumption. Nowadays, new energy power generation industry in Gansu Province is developing rapidly, and the economic...

Under the background of epidemic prevention and control, ‘residential economy’ came into being, which puts forward more stringent requirements for the logistics system: considering the change of residents’ online consumption before and after the epidemic, the load of the logistics system during the epidemic...

The information retrieval behavior of library users is affected by many factors. Analysis of these factors will help libraries to formulate high-quality information service strategies. Sample data is obtained by questionnaire survey, and RBF neural network model is used to learn and analyze sample data...

“Internet +” and big data have changed the development direction and thinking mode of the tourism and logistics industries to a certain extent, and studying the new business form of tourism logistics will contribute to exploring new growth points for tourism and logistics at the same time, achieving...

Based on the research method of intonation pattern, this paper quantitatively analyzes the data of pitch, duration, and intensity of the two chapters and four sentences of “Hezhou Sanling” recited in Hezhou dialect through experimental calculation, and uses statistical data to create tables and graphs...

This paper sorts out the relevant research on the professional development of teachers in the context of smart education, and provides a reference for the research on the professional development of smart teachers in my country. Using the CiteSpace analysis software and the core journals of educational...

This article focuses on the academic emotion of college students in Blended Learning, and explores the influence mechanism of academic emotion on learning effect. The Blended learning situations are divided into student-content interaction, student-student interaction and student-teacher interaction....

Based on the panel data of 52 national high-tech zones from 2013 to 2020, we empirically analyze the influence of innovation drive and export pull on the optimization of industrial structure of national high-tech zones and their mechanisms of action. It is found that innovation drive has a positive driving...

In order to improve the overall level of enterprise accounting and audit, this paper studies the integration of enterprise cost accounting management and audit based on big data information technology. By obtaining the development status of accounting management and audit, this paper deeply investigates...

The accelerated industrial restructuring affects the change of talent supply and demand. The universities and colleges are required the active adjustment of the employment-oriented undergraduate curriculum to enhance the competitiveness of talents. The paper answers the question of how to adjust the...

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...

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...

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...

Robot kinematics is the basis of robot integrated application. This paper analyzes the shortcomings of the robot teaching process in local applied colleges and universities. Focus on industrial robots that are widely used in the industrial field and have a large market scale, and build a modular robot...

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...

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...

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...

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...

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...

In the wave of informatization education, traditional college physical education courses urgently need innovative teaching models to adapt to the development of the times. This paper explores the innovative practice of online teaching models for college physical education courses. Firstly, it elaborates...

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...

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...

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...

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...

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...

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...

Bioinformatics (BI) uses computer technology as the research means and tool, and has gradually become an interdisciplinary field between biology, statistics, mathematics, computer science and even engineering. Cyclic adenosine monophosphate (cAMP) and cyclic guanosine monophosphate (cGMP) are involved...

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,...

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...

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...

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...

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...

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...

Starting from the implementation of rural revitalization strategy, the main factors affecting the training willingness of rural women are verified by proposing research hypotheses, investigating, and collecting on relevant data, formulating scales, and adopting Lasso regression principal component analysis...

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...

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,...

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...

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...

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...

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...

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,...

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....

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...

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...

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...

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...

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...

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...

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...

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...

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...

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...

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,...

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...

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...

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...

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...

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...

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...

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...

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...

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...

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...

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...

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...

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...

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...

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...