All of the articles in this proceedings volume have been presented at the 2022 3rd International Conference on Artificial Intelligence and Education (ICAIE 2022) during June 24-26, 2022 in Chengdu, China. These articles have been peer reviewed by the members of the [Scientific Committees and reviewers]...

Vocational education in the new era is gradually entering a stage of high-quality development. The social influence of skill competitions is growing, and it has become a bright brand of national vocational education. The skills competition has a guiding, benchmarking and catalytic effect on vocational...

Online and offline blended teaching is the mainstream teaching mode of current classroom teaching. The emergence and application of smart classroom has injected new vitality into blended teaching, which is more convenient for the implementation of blended learning Teaching and the collection and analysis...

He improvement of scientific information technology promotes the formation of new education and teaching models. It is of great significance to realize online interaction and offline communication in higher vocational English teaching, which can quickly solve practical problems of students’ learning....

At present, the emergence of mobile smart terminals such as mobile phones, tablets, and laptops has broken the constraints of traditional education and teaching in space and information transmission, which can effectively expand the ways for high school students to learn, and can help achieve the teaching...

According to the requirements of the era of patriotic education in colleges and universities in our country, this paper takes the undergraduates majoring in electronic science and technology in our school as the research object to explore the application of electronic information technology means and...

For the sake of raising people's serious awareness of skin cancer and providing a convenient way to diagnose skin cancer, this study designs an application to help users figure out the true situation of their skin. In this field, many current studies still cannot achieve high accuracy for skin cancer...

With the rapid development of scientific and technological information, information technology has been widely used in the teaching of various disciplines. The rapid development and popularization of Internet technology has brought great convenience to people's work, life and study, and also brought...

In this study, a three-level fuzzy comprehensive MOOC quality evaluation model based on the triangular fuzzy analytic hierarchy process (AHP) was constructed, aiming to improve MOOC quality. In this model, AHP was improved by introducing the theory of triangular fuzzy number. Next, the triangular fuzzy...

The so-called fuzzy comprehensive evaluation refers to the fundamental method of engineering fuzzy systems, which is widely used. For example, it plays a very important role in quality control, performance evaluation, weather forecast, expert scoring system, medical diagnosis, economic management, psychological...

Because of the complex evaluation data of university employment quality, the accuracy of the calculation results is difficult to be guaranteed. And design based on the factor analysis of university employment quality evaluation system, not only can solve this problem, but also can improve the response...

The financial work in colleges and universities involves many aspects, With the development of the information age, Many schools have built their own financial sharing service platforms, But the platform still faces many problems in the specific operation process, Failure to form a strong technical support,...

With the continuous promotion of educational informatization, blended learning, which combines the advantages of traditional teaching and learning methods with the advantages of online learning, has become the core issue of education reform in the era of Web3.0. Based on the theory of constructivism...

The development of Internet technology has changed the way college students learn, making more and more college students choose online courses. This research is based on domestic and foreign scholars' research on college students' satisfaction with online courses, with reference to several...

Breast cancer starts in breast cells when they grow out of control. It is life-threatening and is common among women. Diagnosis of breast cancer is a challenging task as well as time consuming. In this paper, a new idea for breast cancer diagnosis is discussed. Namely, a convolutional neural network...

The aim of this paper is to explore the relationship between father involvement in parenting and the subjective well-being of junior high-school students, investigating the mediating effects of self-esteem of junior high-school students. A total of 384 junior high-school students from two middle schools...

With the rapid development and wide application of mobile short video technology, it has gradually been “favored” by some higher normal undergraduate colleges and universities. A growing number of higher normal undergraduate college and universities have opened mobile short video accounts, which can...

Given the lack of innovative entrepreneurship education teaching resources configuration research, in order to make innovation in colleges and universities entrepreneurship education resource allocation rationalization, realize the maximization of the benefit evaluation index system of construction of...

This research is based on 3258 Chinese literatures about online education from 2012 to 2021, which were included in the CSSCI source core journals of CNKI (China National Knowledge Infrastructure), and uses the information visualization analysis software Citespace to conduct keyword analysis to reveal...

Based on SPSS data analysis, this paper studies the cross-cultural business communication virtual simulation experimental teaching platform, which combined virtual simulation technology with web page effect to guide students to experience the style of world cultural heritage culture, simulate the specific...

This paper introduces an intelligent question answering system based on the domain knowledge graph of military battle cases. Through the collection and accumulation of military big data, we first build a domain knowledge graph for military battle cases, and then use natural language processing related...

With the continuous development of Internet science and technology, various industries have also been challenged by changes and innovations. For multimedia technology, in addition to playing an important role in the field of social life, it also has a certain promotion in school classroom teaching effect....

The metaverse is the integration of multiple new technologies which generates next generation of Internet applications and the state of social, its application in the field of education has the potential to bring the third way for human beings to comprehend the complexity of educational system and the...

The long-standing problem in the teaching of Mechanical Drawing is the low level of learning motivation. In order to solve this problem, the research group deeply analyzed the examination results of the previous students and put forward a teaching reform method of integrating additive manufacturing technology...

Ideological and political education is an important knowledge point in China's higher education, which covers the whole process of higher education teaching, and is an important institutional carrier for universities to cultivate socialist successors. At present, great achievements have been made...

With the liberalization of information release and the accelerated speed of dissemination, information overload and its inauthenticity have become a problem that plagues people’s effective use of information. Critical thinking can support the development of information literacy. By using critical thinking,...

Folding Beijing, written by Hao Jingfang and later translated by the famed science fiction writer Liu Yukun (also known as Ken Liu), has been a hit overseas, promoting the spread of Chinese culture and winning the Hugo Award for Best Novelette in 2016. This paper will take Liu Yukun’s translation as...

The combination of Internet + education can enhance the innovation and creative of the education industry, and form a new form of Internet + education development. Using information and network platforms to integrate the Internet with international Chinese language education, and using the advantages...

Due to the nature of Breast Cancer, it is challenging to make correct diagnosis based on histopathology images. And it is crucial to make early diagnosis for a complete cure. In this paper, a Neural Network algorithm was proposed to train on sets of breast histopathology images. Based on Convolutional...

Breast cancer is a fatal disease, among which, its sub-type invasive (or infiltrating) ductal carcinomas (IDC) dominate the death cases of it. Detecting the features of such disease in an X-ray image by human eyes can be challenged, especially in cancer’s early stage. Thus, this study is aimed at developing...

The rapid development of network and media technology has led to cultural exchange more frequently. To achieve the in-depth excavation of the connotation of national cultural resources, the rational development and utilization of resources and the cultivation of awareness of resource protection. There...

As the most widely used secondary energy source, market-based trading of electricity energy will further improve the formation mechanism of electricity price, realize the optimal allocation of low-carbon electricity resources, and effectively promote the achievement of the carbon peak and carbon neutral...

The construction of Business English online and offline blended teaching mode is directly related to the cultivation of English teachers' professional knowledge, cloud teaching technology and teaching evaluation ability, which is of great significance to the cultivation of English input and output...

Data mining has become an important means to improve the level of educational management under the background of big data. In this paper, the CART decision tree algorithm of data mining is applied to the performance management of college teachers. On the basis of statistical data, the factors affecting...

In the whole life cycle of the evaluation, construction, grid connection, operation and maintenance and sale of power plant projects, the calculation of power generation with artificial intelligence technology as the core is the top priority. Maximum power points tracking techniques are widely utilized...

By using the visual analysis software CiteSpace 5.8.R3 and the bibliometric method, this paper presents a statistical analysis of the relevant papers on the application of Chinese intercultural education in CNKI from 2001 to 2021. It reviews papers’ publication date, published journals, published institutions,...

In order to improve the quality of surveying and mapping geographic information products, this paper aims to study and explore the working mode and method of surveying and mapping geographic information quality supervision under the background of big data information technology. In this paper, hunan...

In today's digital age, art design has long since gotten rid of the limitations of traditional media. Visual programming, as a technology with great potential with rapid development, provides a new creative vision for artistic creation in the digital age, bringing unprecedented changes. The main...

This paper conducts a study on the transformation of vocational education course materials. The framework of course materials is built with the support missions as its motivation. Long short-term memory network is used to establish the correlation between practical tasks and equipment theory, so as to...

In order to explore the mechanism of self-efficacy of master's students on academic delays tendency under the influence of stress perception, a questionnaire survey was conducted on 281 master's students using the Master's Academic Delays Tendency Scale, Self-Efficacy Scale, and Stress...

Aiming at the analysis of the teaching status of the core professional courses in applied undergraduate, taking the advanced course "Distributed System Application Practice" as an example, a Fogg model-based teaching design scheme for application-oriented undergraduate software engineering...

Due to the rapid growth of skin cancer patients, being diagnosed and treated at an early stage has become more and more necessary. However, only mature, and experienced doctors are capable for the precise detection of skin cancer by carrying out some expensive examination. To solve this issue, several...

In order to promote the informatization reform of college English education in China, and solve the problems existing in current English teaching, such as single teaching form, limited communication between teachers and students, and insufficient environmental conditions for practicing listening and...

Relied on artificial intelligence major, the importance of innovation and entrepreneurship education in applied undergraduate colleges were analyzed. The problems and reform measures of the innovation and entrepreneurship talent training model for artificial intelligence majors in applied undergraduate...

AI technology will be used in music teaching, bringing the easiest way to music teaching. This work aims to study the application of artificial intelligence in music teaching. On the basis of full investigation and research on intelligent piano music teaching, combined with the advantages of intelligent...

The distributed database established by blockchain technology ensures that the transaction information of all high-value artworks can be correctly reflected on the Internet and can never be changed, thereby gradually accumulating real artwork transaction data. The main purpose of this paper is to study...

020 teaching model has been gradually applied to ideological and political classes in colleges and universities, and its advantages of process evaluation are very prominent. The diversity of evaluation content, flexibility of evaluation form and complexity of evaluation environment can play a role in...

Brain tumors are one of the invasive diseases in children and adults. Due to the complexity involved in brain tumors and their characteristics, manual examination may be error prone. The use of automatic classification technology using machine learning (ML) has always shown higher accuracy than manual...

At present, Zhoushan's natural population growth rate is the lowest in Zhejiang, and the ageing in the province is the most serious. From a macro point of view, Zhoushan has to occupy the advantage in the problem of "graduates stay in Zhoushan" to relieve the pressure and sense of urgency...

With the combination of the Internet and the education field, online learning has become the preferred choice for learners, and also provides the convenience for learners to watch anytime and anywhere, as well as to watch recorded lectures, without being restricted by location and time. Since the entire...

In the Java language environment, JSP technology combined with SSM framework is used to complete the construction of online education application platform of college martial arts. With the help of the application advantages of network information technology, aiming at the difficulties faced by the current...

Taking the course of French as a second foreign language in Wuhan Business University as an example, this paper elaborates on the distance education design of French as a second foreign language, including pre-class preparation, in-class design and after-class homework design. In addition, this paper...

At present, domestic research on learning space is in a period of vigorous development. This research uses the visualization software CiteSpace and the Python programming tool are used to collect the literature data on the topic of learning space through CNKI database. Based on these, the research conducts...

With the diversified and digital development of educational models, teaching quality needs more scientific evaluation. Teaching quality is not only related to the learning quality of students, but also related to the training of national talents. Objective and fair evaluation of classroom teaching quality...

With the development of computer technology and multimedia technology in recent years, distance education is made possible. Distance education, as a means of education, will gradually play a huge role with the development of society. Distance education takes the network as a teaching carrier, which can...

Augmented Reality (AR), also known as mixed reality, technology is born out of Virtual Reality (VR) technology, the empowerment by which provides technical support for the seamless integration of traditional paper books and virtual environment. It has brought tremendous changes to the content production,...

Based on the data analysis of the questionnaire, this paper finds the main problems of management teaching in military academy. We established Kano model to design the questionnaire, and analyzed the questionnaire results. The study found that there are some main problems in teaching, such as the lack...

The programming course is an important public course for undergraduate, which mainly cultivates students’ ability to solve and analysis professional problems by using computational thinking. Taking C language programming course as example, this paper proposes the teaching method of programming course...

Aiming at the problems of slow speed, low success rate and uncontrollable quality of traditional English test paper formation method, an automatic test paper formation method based on improved Gray Wolf algorithm was proposed. Firstly, the mathematical model of automatic test paper formation is analyzed....

The rapid development of education digitalization has brought opportunities for online courses, amid which micro-specialty has been promoted. “Micro-specialty” is an employment-oriented and customized professional systematic training program. It is a new stage of the development of online education in...

Since colleges and universities carried out the work of modern distance education, online education has become the latest in the field of higher education, but its development is the fastest. The promotion of online education is the education method of many colleges and universities for students'...

Undergraduate graduation design thesis is not only the goal of higher education, but also an important link. It plays an important role in training college students to carry out scientific research, basic training, and improve their ability and comprehensive quality. This paper takes the engineering...

With the rapid development of new technologies such as artificial intelligence and big data, the way in which higher education and entrepreneurship education are carried out has changed. As an indispensable part of entrepreneurship education, entrepreneurial mentors face an important task how to continuously...

The paper aims to combine computers with chemical experiments, using known experimental data to predict the optimal experimental conditions for the preparation of C4 alkenes by ethanol coupling. In this paper, the known data are predicted by using four machine learning algorithms of random forest, XGBoost,...

During the COVID-19, the analysis of data on the use of e-learning platforms revealed that e-learning gradually became the main learning method for students. On the one hand, e-learning can solve the crisis of students’ suspension from classes and schools. But on the other hand, the phenomenon of decreasing...

In recent years, with the development and progress of the times, mobile technology has gradually developed, and the development momentum of mobile terminals including smart phones is also very rapid. And the application of mobile technology to education in mobile learning has become an inevitable trend...

With the development of social economy, more and more foreign enterprises have entered the domestic market, and the demand for "applied" business English talents is increasing. In order to meet this demand, colleges and universities have set up business English majors. Due to the particularity...

In the current video description task, the spatial redundancy information in the video features is usually not effectively eliminated, and the commonly used loss function is composed of the logarithm of the probability of the correct word of the target, and the long sentences formed often bring great...

PIAE is an innovative teaching model that integrates PBL teaching model and Teaching Interaction Theory into college English reading course. This study conducted an empirical study to test the effectiveness of PIAE blended teaching based on mobile learning platform Xue Xi Tong in English reading course,...

English is a tool language with high versatility, so colleges and universities have set college English as a basic public required course. However, at present, there are many problems in English teaching in colleges and universities, which not only hinder the development of English teaching, but also...

In response to the COVID-19 outbreak, the international community has adopted a series of policies to encourage social distancing, which has increased their risk of developing psychological problems. The traditional psychological counseling model is difficult to play its due role under the quarantine...

1185 college students were surveyed using the Self-Efficacy Scale, the Social Support Scale, and the Post-Traumatic Growth Scale. The results show that there is a significant positive correlation between self-efficacy, social support and post-traumatic growth, and the mediating effect of social support...

Named Entity Recognition (NER) is a basic NLP task that aims to provide class labels for words in free text, such as people, locations. The traditional NER task is treated as a label-sequence task, but the trend of recent jobs is to convert the NER task into a Machine Reading Comprehension (MRC) task...

There is a problem in NCOs instruction that the teaching effect is poor due to the diversity of students’ background, so differentiated instruction is introduced. It is well known that the key to successful differentiated instruction lies in sound decision making, such as reasonable grouping and appropriate...

The emergence and development of information technology with the new scientific and technological revolution has changed people’s work, life and learning at an astonishing rate in the process of human civilization. Under the background of information age, big data plays an increasingly important role...

In recent years, data technology, multimedia technology and information technology have been widely applied in the field of education, and the field of modern education has gradually begun to develop towards flipped classroom, smart campus and other directions. Sports have also suffered in part. In this...

City information construction is the core of smart city. With the development of the fourth generation of information technology, the process of smart city construction is emerging. City development and city information construction have always been worth in-depth discussion and attention. Based on this...

This paper discusses the current situation of mechanics of materialsteaching, proposes to introduce the finite element numerical simulation technology into mechanics of materials teaching, so as to closely combine the ANSYS software with mechanics of materials teaching, and shows its application through...

With the development of computer technology and the improvement of economic level, data archives management system has been widely used in archives management. Archives record the development history and social activities of countries, organizations and individuals, and are an important wealth for the...

The academic reading situation of Chinese college students does not give grounds for optimism. Improving their academic reading motivation and reading ability has become a top priority. Analysis was performed by SPSS software and supplemented with open-ended questions. This paper explores the relationship...

To strengthen audit learning professional course reform and practicability, this paper strives to cultivate applied audit talents. According to the analysis of current accounting auditing courses teaching and educational reform necessity, we focus on the optimization of curriculum content, teaching method...

At present, helicopter flight training through helicopter flight simulator has become a necessary means, but most helicopter flight simulator does not have any automatic evaluation and tutoring facilities, which makes the students' learning efficiency low. In this paper, a general-purpose intelligent...

Smart teaching environment is constructed by many intelligent teaching platforms. From the perspective of technical architecture, these platforms can be divided into user layer, terminal layer, application layer, platform layer and network layer. After constructing the basic environment of intelligent...

Breast cancer is cancer that develops from breast tissue, and it is the leading type of cancer in women. Convolutional neural network (CNN) is a very effective auxiliary method for medical image detection and classification as well as denoising, which is very important for diagnosis and analysis of medical...

The rapid development of Internet technology has profoundly changed human social practice and the formation mechanism of social records, produced new archival management objects and subjects, derived new management modes and concepts, but also brought security, ethics and other related problems, thus...

In recent years, with the development and popularization of software and hardware technology and network technology, multi-channel and multi-content teaching forms have laid a deep social foundation for computer-aided instruction (CAI) to play an increasingly important role, making CAI gradually become...

Nowadays, new media technology and virtual reality technology have become important educational methods in colleges and universities. Courses based on new media technology and virtual reality technology can fully understand students' learning needs, and provide students with targeted teaching according...

Under the background of the rapid development of mobile technology and its applications, what kind of picture does the domestic mobile learning research shows, and which research topics and hotspots to focus on are issues worthy further exploration. Using CiteSpace analysis software, with the Chinese...

With the rapid development of information technology, online learning has become another way for learners to acquire knowledge. The network can provide learners with learning anytime and anywhere, which is conducive to stimulate learners' interest in learning and improve their learning effect. It...

The application of artificial intelligence technologies has influenced many aspects of education, including the learning style of students, the teaching of education faculty, and the administration of colleges. However, the research focusing on the art college entrance examination in China is limited,...

This research targets blended learning of consecutive interpreting course in Chinese context and is to testify the effectiveness and efficiency of this teaching and learning model. Daniel Gile’s Effort Model providing the theoretical foundation, the 3-year practice of blended learning in consecutive...

This article used SATI3.2 software to process 488 documents related to international students' education from China Knowledge Network Database (CNKI). The collected data was from 163 core Chinese journals, published from 2009 to 2022. By using the visualized data quantitatively, it presented the...

Objective The issue of marriage and childbirth is a hot topic in Chinese society at present. This paper based on attachment theory model, to explore the internal paths of the marriage and childbirth view of university students in Jilin Province, and to provide a reference for the future...

This paper aims to explore the application effect of the virtual simulation teaching mode based on the background of “Artificial Intelligence” big data in medicine experiment class. Students from Class 1–14 of clinical medicine major in 2018 were the subjects of the survey. The 208 students with odd...

The image caption task is an important manifestation of the fusion of computer vision and natural language processing development in deep learning. The Image Caption task, which is an advanced kind of image comprehension, can effectively grasp image information and produce accurate and concise natural...

With the advent of the information age, environmental design education in colleges and universities should also meet the objective needs of social development, and constantly seek teaching models and talent training methods that adapt to market development, so that environmental design education in my...

University ideological and political education needs to be based on practical activities. Students are able to translate theoretical knowledge into practical actions in practical activities. In order to be able to supervise and record students' ideological and political activities, this research...

Data analysis refers to analyzing the collected mass data through proper statistical analysis methods, meanwhile summarizing, comprehending and digesting it to exploit its functions to the largest extent, so as to give play to its effect. Data analysis is a process in which data is researched and summarized...

Face recognition technology has the characteristics of convenient attributes, no compulsion, no contact, etc.. Due to the defects of face recognition Algorithms, the similarity of face features, and the risks of unauthorized access and circumvention of authentication caused by face synthesis, which brings...

In order to improve the accuracy of the location-based social network (LBSN) multi-source heterogeneous data link prediction, a model named anchor link-predict (AL-P), based on the anchor link method is proposed. Firstly, the network representation learning method is used to obtain the user relationship...