Atlantis Highlights in Computer Sciences

Single feature recognition has certain limitations, which can’t fully reflect the differences between dance gait information, resulting in low recognition rate of frame difference features. In this paper, a dynamic gait recognition method for Chinese classical dance is proposed based on contour features....

Meta-analysis is a statistical method of quantitative review and a statistical method of data. It synthesizes the existing findings, counts the data results of the research, selects certain criteria for comparison, and finally analyzes the trends to draw universal conclusions suitable for most groups....

Recommender systems are essential for providing online users with items that might interest them. The research work of this paper is mainly classified into three aspects, one is based on the classification of research questions, one is based on the classification of research methods, and one is based...

The era of big data is not only a technological revolution, but also a revolution in thinking and paradigm. The essence of teaching quality in universities is to analyze the learning behavior of university students and improve the quality of learning. This research uses big data to track and investigate...

College counselors in China are the front-line workers of ideological and political education and student affairs in colleges and universities, and they bear very important responsibilities: ideological and political education, student management and service.

The Indian English accent has posed tremendous challenges to both veteran and novice simultaneous interpreters. This paper probes into students’ utilization of social media with AI-driven recommendations in their effort to get familiar with the Indian English accent and the impact of such a practice...

This study takes the network public opinion of Sina Weibo as the starting point, and uses big data mining technology to technically capture three types of network security events and user comments on Sina Weibo in the new era. LIWC (Linguistic Inquiry and Word Count) software conducts machine-assisted...

Face recognition is one of the hottest research directions in artificial intelligence. Its development is relatively mature, so it is widely used in various fields. However, since the outbreak of novel coronavirus pneumonia in 2019, most of them recommend or require people to wear masks to prevent infection,...

In order to help Sunshine develop the sales plan based on the data, we first preprocess the data to prepare for the subsequent qualitative analysis of the model. Then it analyzes the relationship between the review and the reference values of other variables, and then further uses the multi-layer structure...

Based on the western region from 2013 to 2020 in 11 provinces (except in Tibet) panel data, build high quality development index evaluation system, information entropy to explore the western region development, by calculation and using spatial econometric model analyzes the upgrading of human capital,...

The exposed group play an important role in public opinion propagation since they can either spread or block the information. In this paper, focusing on the propagation uncertainty and spreading effect of the exposed users on the Internet, the SEIR (Susceptible-Exposed-Infected-Recovered) model is reformulated...

At present, the protection of world cultural heritage has changed from passive protection based on rescue to active protection based on prevention. The traditional protection method of ancient architecture is to find the damage through on-the-spot observation, and then protect it. The information in...

We use Fama-French to empirically analyze 2,288 portfolios of 26 China stock market industry sectors from 2016 to 2020 of industry sectors. The results show that: Although factor effect is common in China stock market industry sector, it shows obvious difference in factor dominance, among which 19 and...

In recent years, time series data analysis has been attracting much attention and can be applied to financial forecasting. As gold market can be used to manage investment risk, many methods that focus on time characteristics have been introduced to predicting the gold price. This study attempts to use...

The psychological health problems of college students have attracted more and more attention. The psychological health education courses offered by colleges are the main channel to improve the psychological quality of college students. This study aims to explore a more effective practical model of psychological...

Green power is developing rapidly in the low-carbon context, and the traditional green power traceability method has problems of management efficiency and transaction trust, which does not meet the current rapidly increasing green power traceability background. By adopting blockchain technology to chain...

In order to solve many problems in college oral English teaching, such as the limitation of teaching resources and the lack of practice opportunities, this paper takes oral English teaching as the research object, and develops an interactive multimedia teaching system for oral English with the help of...

Online product reviews (OPR) is an important reference information for consumers for online shopping, and has become one of the most persuasive information influencing purchasing decisions of consumers. Researchers have used different methods to explore the impact of various aspects of OPR on consumer...

In order to improve the accuracy and comprehensiveness of performance evaluation results, this paper proposes a human resource management performance evaluation method based on entropy weight TOPSIS. Establish a data analysis platform for human resource management to provide data basis for performance...

Education is the foundation of a hundred-year plan. Teachers are the foundation of education. In order to further improve the comprehensive quality of teachers, improve the management of teachers' information, and deepen the implementation of the development goal of education informatization in...

With the emergence and rapid development of information technologies such as "Internet of Things", "Internet +" and "cloud computing" in recent years, human work and life style have undergone major changes, and human beings are gradually stepping into the —— big data era...

Based on big data mining technology, we crawled the review texts and related data about China Tangcheng on Ctrip website, built a web review database, used content analysis method and theme analysis method to extract the core elements affecting the tourist experience of China Tangcheng, and then used...

As a successful practice of open innovation (OI) in software field, open source community provides a new and sufficient impetus for the development of soft-ware industry with increasing technology intensity. Community influence of open source projects is not only an important indicator to measure project...

Based on the analysis and comparison of the differences between Chinese and Western university curriculum assessment, this paper proposes the urgency and necessity of strengthening the process assessment of undergraduate courses. In view of the bottlenecks encountered in the process assessment of domestic...

Taking the teaching data of the course "Artificial Intelligence Basic" as a sample, and IBM SPSS as a data analysis tool, through data collection, data extraction, data modelling, this paper uses the comparative analysis method to obtain valuable data analysis results, which can be applied...

The purpose of this study is to analyze whether the centralized intervention represented by government intervention can effectively solve the problem of rural credit exclusion, and provide evidence for the development of global rural inclusive credit. In the process of research, this study uses the random...

In recent years, China's economy has developed rapidly and made many achievements. However, the economic development of China's various regions is uneven, and the gap in per capita GDP is large. Therefore, each region needs to formulate different development plans according to its own economic...

Under the background of the popularization of higher education, the employment status of application-oriented undergraduate colleges and universities is becoming increasingly severe, and college students’ independent entrepreneurship has become a new way to solve the employment problem. In this regard,...

In Partial Multi-Label learning (PML), each training example is assigned with a candidate label set where only partial labels are correct. Existing PML methods only focus on global label correlation, while they lack the consideration of the local label correlation. To alleviate this issue, a novel framework...

Since the outbreak of Covid-19, the stock market has suffered from the unstable lash. This article focuses on the impact of Covid-19 on the stock market of the Healthcare industry, Medical Equipment industry, and Pharmaceutical Products industry. 172 trading days in each part of Covid-19 are selected...

With the continuous development of China's economy, the process of urbanization is accelerating. And the Internet, as an emerging technology developing rapidly, has penetrated into all aspects of economic development, and has an inescapable effect on the construction of urbanization. Therefore,...

With the continuous computer technology and the rapid development of science and technology, the computer is more and more widely used in education and teaching. In today's era, computer science and technology are contained in all stages of teaching, multimedia teaching, data processing system has...

Faced with many difficulties in the process of legal education in colleges and universities, this paper takes legal education in colleges and universities as the research object, adopts the application advantages of Web technology, computer application technology and database technology, and builds a...

Aiming at the single teaching method in the existing clarinet teaching, this system will use streaming media FFmpeg tool and JAVAweb technology to construct a clarinet teaching platform based on streaming media. This system can help teachers and students to carry out teaching activities of synchronous...

In the context of" Internet+ mass entrepreneurship and innovation ", the academic circles have not reached an agreement on the Internet power effect of female entrepreneurship, mainly due to the lack of micro mechanisms to explore the direction, path and boundary of Internet-enabled female...

With supply disruption occurring frequently nowadays, suppliers increasingly undertake costly effort to improve its own supply reliability. Meanwhile, some retailers are issued with blockchain technology, which reduces information asymmetry for suppliers, thereby mitigating supply disruptions. This study...

Ideological and political education in colleges and universities is an important policy and long-term strategy of higher education in China. With the deepening of information technology in the world, ideological and political network education in colleges and universities is imperative. Based on Web...

Due to the COVID-19 pandemic and the aggressive fiscal policy by the government, the US real estate market witnessed one of the biggest price jumps in history. A significant increase in both direct and indirect economic activities happened as a result. Our interest is to explore the opportunity of applying...

Under the Web technology, the network teaching platform of ideological and political education in colleges and universities based on Laravel framework uses PHP as script language and MySQL to realize data support, which is powerful and simple in operation and maintenance. This platform solves the problems...

Environmental, social and governance (ESG) has undergone heated discussion in recent years as the world is becoming more and more conscious about the impact of climate change and the urgent need to address this problem. ESG has profound effects on many sectors; the financial industry is particularly...

IN the background of the transformation of the application-oriented undergraduate majors, the concepts of CDIO engineering education and CIPP curriculum evaluation have been widely accepted by many domestic universities. Under the new educational concept and teaching mode, how to evaluate the students’...

As a national intangible cultural heritage, the Olunchun “Mosukun” lacks the channel of integration with modern scientific and technological innovation, resulting in low communication efficiency, and is facing a severe problem of protection and inheritance. Therefore, this paper takes the Olunchun “Mosukun”...

In order to speed up the network construction in colleges and universities, realize educational informatization, provide better services for students and improve the efficiency of campus teaching management, this paper establishes a cloud classroom platform based on Python. In the process of building...

In order to explore the potential relationship between the innovation investment and the enterprise financial structure, the work gathered the related data, using KMO and Bartlett's Test to test whether the factors tested could be used in the following factor analysis, and principal component analysis...

With the advantage of network technology, this paper builds an online teaching system for business management major in higher vocational colleges under the background of “internet+” to solve a series of problems existing in current business management major in higher vocational colleges, such as single...

Based on speech technology, combined with FFmpeg application, the development and construction of automatic evaluation system for preschool children's speech level is completed in Java Web application development system. In view of the shortcomings of the current standardized tools for evaluating...

Electric energy Metrology business belongs to the category of legal Metrology. The public pays attention to the accuracy of equipment and the justice and fairness of the verification process. However, due to the long process of equipment production verification, involving many enterprises and links,...

Under the background of “science and technology promote safe construction”, colleges and universities should adhere to innovation drive, strengthen campus security prevention and control construction, and improve the level of security work. In this regard, this paper takes the campus security work as...

With the progress of society and the development of the economy, the development level of engineering has been continuously improved and strengthened, which is particularly important for promoting the construction of China's nationality and the construction of the Belt and Road. The development...

Aiming at the problems of time-consuming feature extraction and general efficiency in the detection of en-crypted traffic by traditional machine learning algorithms, an intrusion detection model based on deep learning long short-term memory network (LSTM) was proposed. First, the malicious encrypted...

Based on self-regulation theory, SPSS and Mplus were used to explore the relationship mechanism between academic tutors' mentoring behavior and university students’ professional commitment through hierarchical regression and moderated mediation model. Hierarchical regression analysis results showed...

The current research studies the relationship between customers’ need for community values and customer community engagement. The SPSS statistical analysis software is used to test the reliability of the scale, the AMOS structural equation modeling software is used to test the validity of the scale,...

Style transfer belongs to a new type of research on image tasks in the field of deep learning, which enriches and explores people's imagination of real life. In-depth research on style transfer can deepen the computer's understanding of images, which is conducive to accelerating the development...

This paper uses Cox Proportional-Hazards Model, analyzes transnational traffic and political trust ’s influence on China and Pakistan bilateral trade. Results show time, political consistency and culture identity have little hazard on bilateral trade; traffic accessibility, transportation construction...

The popularization of computer and information technology is underscored by the proliferation of corpus, which has been effectively applied to linguistics, lexicography, teaching and translation. Compared with traditional manual methods, the corpus-based translation study can provide more objective and...

User resources are an important factor in measuring the market position as well as the competitiveness of Internet enterprises, and are the main source of the value of Internet enterprises. This paper overcomes the shortcomings of traditional valuation models and constructs a new real option method based...

This study evaluates the scientific and technological innovation situation and investigates factors associated with the outcomes of state-owned transportation enterprises in China. We conducted a cross-sectional, company-based survey on 308 workers of 21 enterprises using company-stratified cluster sampling...

This paper mainly adopts the method of combining qualitative and quantitative research to analyze the influencing factors of the integrated development of cultural and tourism industries in Guangxi, and empirically analyze the development level of the integrated industry of cultural and tourism industries....

With the recurring global COVID-19 pandemic, colleges and universities in China are facing huge obstacles in engaging in international education. The original international students are also unable to enter and study normally due to the COVID-19 pandemic, and the enrollment of international students...

Public libraries are an important part of the construction of national public facilities, and to a certain extent reflect the level of economic and cultural development of the region. Therefore, a well-established analysis of the development level of Chinese public libraries has an important impact on...

Artificial intelligence is a relatively important technology in China, which is of great significance to promote the development of China's sports industry. Sports system is an important means to assist sports training, mainly with the Internet, the big data technology, cloud computing, cloud storage...

With the rapid development of modern technology, economy and Internet, social commodity life is increasingly rich and colorful, among the various consumer psychological behaviors, the proportion of irrationality is also increasing. This research chooses to explore the impact on irrational consumption...

Along with the development of computer technology, many new methods have been applied in the education. Talent training is the main goal of higher education, and professional knowledge learning is an important basis for completing the goal of talent training, which is directly related to the quality...

Master student research innovation behavior is influenced by many factors. Through literature review and expert interviews, this study summarizes the influencing factors of research innovation behavior of postgraduate students from the three levels of individual, interpersonal and school. The interpretation...

His paper selects the data of the Shanghai Composite Index from September 2011 to September 2019 in the Guotai Junan database, and divides the received data into four groups according to stock price volatility. The group with the highest share price volatility is used to represent the high volatility...

The era of big data has brought efficiency and convenience, and also spawned the wave of digital governance. This paper takes the main documents of digital governance included in CNKI database from 2002 to 2021 as the data source, and analyzes the research hotspots and development trends of digital governance...

Based on the development of digital currency, the blockchain technology has become increasingly popular, and the consensus mechanism is a critical aspect that requires further research. This paper proposes a new blockchain consensus mechanism, called UDAG, by combining the efficient chain consensus algorithm...

This paper designs an online teaching system of preventive veterinary medicine based on MOOC. The Web server of the system selects IIS, database server SQL Server, and combines the related technologies of web interface server ASP.NET to complete the development of the application system by using ODBC...

With the development of the times, the society has put forward higher requirements for the thoughts and abilities of engineering talents, and the traditional teaching mode has been difficult to meet the current needs. In view of the current problems, this paper uses computer as the development hardware...

The implementation of the 1+X certificate system has promoted vocational and technical education of application-oriented undergraduate universities in China. Through field investigation and questionnaires, the authors analyze the difficulties faced by the traditional courses evaluation system for vocational...

As a barometer of quantitative investment, the volatility and future trend of VIX index can provide a reference for investors. This paper uses the data of CBOE from 1990 to 2022 to analyze its data characteristics. It finds the VIX index can be divided into two blocks, a flat zone and a rising zone....

With the proposal and promotion of the “double carbon” goal, the green certificate quota system and the carbon emission trading system have attracted wide attention. However, China has not yet formed a mature and effective green certificate market and carbon emission market, and the current system has...

Based on the characteristics of oral English courses, with the help of the practical characteristics of Internet technology, database management technology and computer application technology, this paper uses Java as the development language and SSM as the server-side development framework to build a...

In order to adapt to the increasingly fierce market competition and increasingly severe employment demand, it is necessary to study the cultivation mode of cultural industry professionals in art colleges and universities. By studying the construction of cultural industry specialty in Beijing Institute...

Bitcoin is a high-risk and high-yield investment, and in recent years, more and more investors have begun to pay attention to Bitcoin, but its riskiness has deterred many. However, the data over the past few years has continued to show that Bitcoin is exceptionally profitable, and holding Bitcoin for...

In this paper, the authors believe that establishing a web-based online teaching aid system for translation theory can be studied to address the above problems. The platform uses java language to collaborate with MySQL database on the SSH framework of Struts + Spring + Hibernate for the development of...

In order to promote the optimization of college preschool education curriculum system, this paper takes oral English teaching as the research object, with the help of network information technology, database management technology, computer application technology and so on, designed a college preschool...

Education informatization 2.0 action plan is the inevitable choice to adapt to the development of education under the intelligent environment. Education informatization 2.0 action Plan is a concrete implementation plan to promote "Internet plus education". The rapid development of artificial...

The public interest in interactive installation art has been unabated since its inception. With the involvement of digital technology, people can have a more novel and diverse experience while interacting with the installation. For this reason, the renewal of technical means is pushing art to break through...

Internet education in colleges and universities is the inevitable result of the high popularization of college students' network use, and it is an important strategy for colleges and universities to actively adapt to the networked education environment. With the rapid development of artificial intelligence,...

Development of an industry follows an objective cyclical law that is an inevitable progression from technological and manufacturing maturity to a developed market for new products. With the development of augmented reality (AR) technology, the more and more strategic emerging industries are developing...

Changes in the stock market have a significant impact on individual investment management and are closely related to economic research and market development trends in the country as a whole. If the trend of stock prices can be predicted more correctly, investors will make more scientific investment...

As the growing interest of investment on Cryptocurrencies and the huge volatility of their price, a need for scientific model to predict the future price is growing. In this context, the paper uses linear regression and LSTM model to predict the price of Bitcoin and Ethereum. The result shows that the...

In view of the problems existing in the current teaching of electronic technology courses, the virtual simulation task driven teaching mode is con-structed with the demand as the traction and the students as the center. The mode is applied to the teaching of electronic technology courses, and the specific...

For a long time, the ideological and political education in colleges and universities has been adopting traditional teaching methods. Traditional teaching methods cannot catch up with the new era of college students. In order to improve the quality of ideological and political education in colleges and...

With the advent of the era of big data, there are some new problems in the security protection of personal information on social networks, such as user data privacy leakage, spam and network attacks, network rumors and network public opinion information. In view of the current situation of personal information...

With the universal use of contemporary information technology and network, multimedia teaching has become an inevitable development direction in the field of education. Traditional English teaching mode has many disadvantages, such as single form and biased teaching content. Multimedia English teaching...

The employee turnover rate has significantly affected the stability of the organization. Because human behavior is elusive, for managers of enterprises, maintaining the stability of the organization and minimizing the loss of turnover has become one of the important contents of managers' work. Based...

With the development of science and technology and the popularization of computer technology, mathematics has been widely used in various engineering fields, such as natural science and engineering technology. The society has put forward stricter requirements for mathematics teaching in colleges and...

In today’s world, With the rapid progress of information technology innovation, the development of big data is a necessity of the times, and the data mining technology is a signature product within the development of the big data era.This paper uses mathematical statistics and data mining technology...

The Internet has changed people's lives and set off a storm in the field of education and teaching. According to the needs of the mobile learning market, it is necessary to design an auxiliary teaching system for music courses and apply modern information technology in it. By using ASP.NET technology...

With the popularity of Internet of Things (IoT), rapid educational information, digitization, intelligence and ecology are affecting all aspects of teaching and learning. The outbreak of the epidemic in early 2020 has made China’s online education show explosive growth, accelerated the formulation and...

With the development of BIM technology, the integration of BIM technology into curriculum teaching becomes more and more important. In order to effectively evaluate the teaching quality of BIM courses and clarify the influencing factors of curriculum teaching quality and the weight of each factor, this...

This paper aims to build a predictive model to identify credit card default and minimize losses for financial institutions. The study uses data from the Credit Card Approval Prediction dataset on Kaggle, with 36,457 rows and 17 predictors. The credit card default is an unbalanced outcome variable, with...

Artificial intelligence (AI) has gradually become an important factor in enhancing the core competitiveness of a country. This paper is based on the data of 40 AI companies from 2018 to 2020 as samples, and conducts an empirical research on the impact of research and development (R&D) investment...

In order to solve the problems of lack of teaching resources and single teaching form in online teaching system of e-commerce in colleges and universities, this paper takes e-commerce teaching as the research object, and develops a set of online teaching system of e-commerce in colleges and universities...

This thesis proposes the feasibility to advance evolutionary game theory by parameterizing evolutionary game problems with a finite payoff matrix. It eliminates subjectivity while determining the parameters in evolutionary game problems. A neural network trained through learning a large database of the...

“Casting root and cultivating soul” is one of the teaching objectives of the higher mathematics curriculum. It organically integrates political and ideological education elements, “implants” mathematical thought roots, and tries to stimulate students’ interest in learning and exploration in the process...

Taking the teaching method of industrial robot training course as the research object, this paper puts forward the teaching scheme of industrial robot training course based on virtual simulation technology in terms of teaching content, teaching method and teaching means. Relying on the real system and...

In recent years, the active attempts and breakthrough progress of artificial intelligence (AI) in university music education have been amazing. In this regard, the purpose of this paper is to study the optimization of university music education models under the background of AI. this paper first describes...