All of the articles in this proceedings volume have been presented at the 5th International Conference on Big Data and Informatization Education (ICBDIE 2024) during January 19-21, 2024 in Sanya, China. These articles have been peer reviewed by the members of the Scientific Committees and reviewers and...

The instructional design based on Understanding by Design(UbD) theory embodies the idea of pursuing understanding. It can deepen the understanding of knowledge and promote students’ active construction of knowledge. Through the analysis of the current teaching situation of the Computer Network course,...

Currently, in the process of information system construction in universities, the diverse construction of various departmental business information systems leads to issues such as the diversification of data characteristics and the phenomenon of information silos. This paper aims to construct a unified...

To overcome the challenges of high costs, venue requirements, and lack of portability in current digital teaching for Dunhuang dance, this study uses Vicon optical motion capture to create a Dunhuang dance motion database and virtual dancers. Using lightweight Convolutional Neural Networks (CNN) for...

This paper demonstrates the application efficiency of data visualization analysis in an empirical way. The example is to take the literature resource database of China National Knowledge Infrastructure (CNKI) as the data source, the bibliometrics method is used to make a statistical analysis on the distribution...

Starting from the cultivation of information and communication technology talents in universities, the main influencing factors of the data are analyzed by proposing research hypotheses, conducting questionnaire surveys and collecting survey data to develop scales and adopt principal component analysis...

The emergence of artificial intelligence technology, represented by Chat GPT technology, has brought opportunities and challenges to education and teaching. How to make good use of AI technology to empower education and teaching is an urgent issue that the education industry needs to consider and solve....

The study investigated the accuracy of self-assessment (SA) and possible reasons for inaccuracies using correlation analysis and sentiment analysis based on machine learning. Results show that there was a moderate correlation between self-assessment and teacher assessment, and a general trend of underestimation...

Cultivating advanced specialized talents and promoting scientific and technological development are important functions of higher education, and the two complement each other and have unity. This paper practices the teaching concept of research feedback, integrating teacher research and teaching, and...

Education reform energized by big data is an active exploration in establishing China into a powerful higher-education-country. Its strategic deployment lies in promoting discipline innovation in humanities and social science internally, improving the dialogue-mechanism in talent exchange externally,...

The digital transformation in education has brought forth new demands for textbook reform, with digital textbooks emerging as the priorities of innovation. This paper provides an overview of the developmental process and essential features of digital textbooks. Furthermore, it illustrates the development...

In this paper, a metaverse intelligent classroom design based on Domain-specific Language is proposed to address the time, space and form constraints of traditional teaching methods, as well as the problems of insufficient interaction and inconspicuous personalised teaching in existing virtual teaching...

In recent years, China’s colleges and universities have launched the “poor college student aid” programme, which aims to provide scholarships for students who are unable to attend school due to family difficulties. Therefore, how to accurately identify students with financial difficulties in colleges...

This paper studies the microblog emergency detection model based on the big data cluster analysis method. A large number of users and relatively free speech information make the microblog a powerful tool that significantly influences society. Using the crawler designed for the page information structure...

The self-assessment scale is an important instrument for English learners to self-diagnose and self-assess their language competence and is of great value in the diagnostic Assessment. Validation is a prerequisite and guarantee for its effective application. This research concentrates on the self-assessment...

With the continuous development of emerging technologies such as the Internet and big data, it is a trend for universities to use information technology for teaching. Blended learning relies on the advantages of the Internet and combines various types of data from the big data era with face-to-face offline...

This study employs the Weighted Naive Bayes algorithm in order to enhance the efficiency of personalized English learning in a mobile learning environment. By introducing a weighting factor, the traditional Naive Bayes classifier is optimized for an English mobile learning system design. Meanwhile, the...

This study constructed a model of blockchain specialty identity using structural equation modelling by randomly sampling students from a higher vocational college and analyzed the role relationship and influence effect of each element in the model. The findings show that specialty emotion, specialty...

Social public opinion plays a crucial role in shaping the major choices of college students. This study, using university B as a sample, offers a novel perspective by analyzing the correlation between public opinion and actual student status data on enrollment, major transfers, and dropouts from a student...

Considering the influence of Artificial Intelligence (AI) in education and its potential to improve the Project Based Learning (PBL) method, this study aims to construct an AI-supported PBL implementation process, including six stages: identifying a project, developing a plan, activity exploration, work...

With the development of SoC, ASIC and IoT, traditional education models in these areas are required to undertake corresponding adjustment and even reform. In this paper, the teaching system of the communication department, School of Information Engineering, Zhejiang Ocean University is investigated and...

As a theoretical technical basic discipline, engineering mechanics is closely connected with engineering technology. Its theorems, laws and conclusions are widely used in engineering technology in various industries, and they are indispensable technical basic courses for engineering majors. It not only...

With the development of AI technologies, AI application in education has become increasingly important, especially in blended e-learning platforms. However, these platforms often face the problems of course recommendation accuracy and data sparsity. To this end, the study proposes an improved neural...

Ideological and political evaluation of computer curriculum is of great significance to the reform of computer curriculum. Use AHP-fuzzy comprehensive evaluation to establish the ideological and political evaluation model of university computer courses, and verify the effectiveness and scientificity...

Objective Through the use of SPSS mathematical statistics software, the influence of core strength training on the medicine ball performance of junior high school students was analyzed, to provide theoretical basis for scientific and efficient physical training of junior high school students....

In the current rapid development of big data technology in modern teaching, in response to the problems of insufficient informationization construction of professional basic courses and the lack of close integration between big data technology and course construction, this article summarizes the overall...

In order to make full use of traffic big data resources and meet the comprehensive management needs of traffic management departments for traffic congestion, accidents and violations, a traffic big data super correlation system based on Knowledge Graph is designed and implemented. The system is based...

New energy vehicles usually use high-voltage battery systems. The voltage of these battery systems typically ranges from 300V to 800V, which is much higher than the 12V batteries of traditional gasoline vehicles. The article elaborates on the current limitations of new energy vehicle technology professional...

Under the strong impetus of “Internet plus”, the reform and integration of online and offline hybrid teaching mode in colleges and universities are in full swing. In order to comprehensively evaluate the effectiveness of blended online and offline teaching in universities, 1059 valid data were collected...

Artificial intelligence has promoted the pace of intelligent transformation of Chinese libraries. In order to better grasp the development status of artificial intelligence in the Chinese library field, it provides a powerful reference for the subsequent development of the research field. This paper...

The digital economy era has spurred the development of data assets, with data showing an explosive growth trend and diversified application value. The data resources of power grid enterprises as the owner of the “data gold mine” have the characteristics of strong professional attributes, large collection...

To explore the impact of curriculum reform on the quality of education in the perspective of information technology empowerment, we selected a course of Electrical Engineering undertaken as the object of study, focusing on classroom change. The subjects were divided into a reference group and a control...

The construction of new engineering disciplines has put forward new requirements for teaching evaluation in applied undergraduate colleges. The traditional teaching evaluation methods are generally subjective in determining the weights of indicators, which can no longer meet the current needs of engineering...

Intravenous injection is an important nursing technique, and this study developed and evaluated a virtual reality intravenous injection teaching system. One hundred and twenty-five undergraduate nursing and other medical students were selected to learn for IV injection using Meta Quest 2 and structural...

In order to stimulate students’ learning enthusiasm and enhance their learning experience, the article focuses on “student-centered and personalized development”, using “case simulation” as a starting point to explore the implementation of “interactive and visual” teaching reform. Abstract knowledge...

With the rapid development of educational informatization, teachers in colleges and universities are paying more attention to make use of big data technology in the field of education. It is worthwhile for teachers to take advantage of K-means clustering algorithm in College English achievement data...

Teacher training programs assume a foundational and indispensable role in the professional development of all teachers, especially new teachers. Teacher training courses can facilitate teachers’ pedagogical development. However, in contrast to the importance of teacher training program, new teachers...

With the rapid development of information technology, the informatization of education has become an inevitable trend in modern education. As a crucial manifestation of educational informatization, smart classrooms are gradually changing traditional teaching methods and learning models. In recent years,...

According to the development needs of future education and based on modern information technology, this paper analyzes the new requirements of new talent training for engineering mathematics teaching, puts forward the reform idea of engineering mathematics teaching based on OBE concept, sets scientific...

College English education shoulders the responsibility of cultivating international communication talents, and faces the challenge of revolutionizing teaching modes. The bilingual platform of Chinese cultural lexicon was designed and implemented in such a social background with ample culture-specific...

This research aims to design and implement a cloud-based university sports information management and big data service platform to enhance the efficiency and quality of sports information management in higher education institutions. Traditional sports information management relies heavily on manual processes,...

This system follows user-centric and business process modeling principles, comprising four major functional modules: performance management, physical testing management, statistical analysis management, and system configuration. The performance management module is responsible for student performance...

In order to gain a comprehensive understanding of the development in the field of instructional design, a bibliometric and visual analysis was conducted on relevant literature in the Web of Science (WoS) core database from 2012 to 2023, utilizing VOSviewer and CiteSpace software. Quantitative and visual...

In recent years, with the rapid development of emerging technologies such as cloud computing, big data, artificial intelligence, and 3D computing, the research on technology empowered education has become a focus of attention for many interdisciplinary researchers and journals. This study used Citespace...

The application of streaming media technology in university online physical education support systems is an area worth exploring. This article begins by analyzing the encoding and transmission characteristics of streaming media itself, as well as the requirements and key performance indicators that educational...

In the context of evaluating Hainanese linguistic and literary media in the digital era, a significant shift in pedagogical approach towards incorporating commercial Sinitic discourse through digital platforms has emerged. This change is driven by the growing influence of the cyberspace and the impacts...

Purpose: Through the visualization and analysis of knowledge graph, this study explores the publication status, journal distribution, research power, hotspots, and development trend of the research field of college students’ mental health in China in the past ten years, which will provide a reference...

State Grid E-learning is an online training service platform for the unified construction and promotion and application of the State Grid Corporation of China. This paper carries out research on personalized recommendation technology of courseware resources of the State Grid School, adopts hybrid Collaborative...

In recent years, the rapid advancement of the internet has propelled humanity into an era characterized by an exponential increase in the volume of information. Decision-making in a variety of economic and social fields has been significantly impacted by the development of unstructured data by big data....

Recording computer visualization is a non subjective interpretation and judgment of music expression, which is a technical means of presenting abstract music content in the form of text, images, videos, etc., with visual as the center and music as the carrier, using auxiliary tools. With the development...

Due to the low adaptability to the characteristics of the database of vocational colleges, it is difficult to guarantee the effectiveness of the intelligent query results of the database. Therefore, the research on the intelligent query method of the database of vocational colleges based on reinforcement...

For a more comprehensive and clear understanding of the historical development and current status of big data information technology in higher education, as well as a more precise judgment of future development directions, this paper conducts bibliometric and visualization analyses of research on big...

Classical dance is a form of dance with a profound historical and cultural heritage, and its techniques and movements are crucial for the performance and skill level of dancers. With the development of artificial intelligence technology, graph convolutional networks based on attention mechanisms have...