Proceedings of the 2023 4th International Conference on Big Data and Informatization Education (ICBDIE 2023)
129 articles
Proceedings Article
Research on the Innovation Platform of Digital Intelligence Technology Skills for Vocational Education in Ethnic Areas
Jia Qiu
Currently, the problems of lack of teaching resources, backward equipment and facilities, outdated teaching contents and detachment of talent training from industrial development in vocational schools in ethnic areas need to be solved. Building a digital intelligence technology skills innovation platform...
Proceedings Article
Research on the Hotspots, Dynamics and Trends of Patriotic Education Publications for College Students Based on Citespace Bibliometric Analysis
Menghan Si, Qinglong Yin
Strengthening patriotic education is the common pursuit of all countries. Based on the core periodical database and CSSCI database of China National Knowledge Infrastructure (CNKI), there are 386 literatures published from 1993 to 2023 with the themes of “college students” and “patriotic education”....
Proceedings Article
Exploration and Research of Laser Printing Document Traceability Methods in the Context of Big Data
Yifan Tang
With the optimization of printing technology and the advent of the era of universal printing, the number of cases involving the traceability of laser printed document is increasing and the complexity of cases is by no means the past. Printers and copiers have become an important medium for governments,...
Proceedings Article
Based on the Interactive Relationship Between Teachers and Students in Colleges and Universities in Jiangsu Province in the Internet Path Study
Jiabao Yue, Yue Liang, Xiufeng Liu
This study aims to study the teaching process of teachers and students in colleges and universities in the Internet environment, and analyze the influencing factors of teaching interaction, so as to provide countermeasures and suggestions for improving the classroom interaction quality and students’...
Proceedings Article
Research on Online Learning Behavior Intervention Mechanism Based on Intelligent Technology
Ruifang Ji
This study analyzed the learning behavior data of online learners in Open University, and classified their learning behavior into four categories: high participation, relatively high participation, moderate participation and low participation. The study proposed interventions for learning behavior, such...
Proceedings Article
Analysis of the Effectiveness of CNN-LSTM Models Incorporating Bert and Attention Mechanisms in Sentiment Analysis of Data Reviews
Lujuan Deng, Tiantian Yin, Zuhe Li, Qingxia Ge
This paper proposes a CNN-LSTM model based on Bert and attention mechanism, since current models cannot deal well with long-term dependencies in natural language. Firstly, the Bert-encoded text vector is fed into the CNN-LSTM model, and secondly, the output of the CNN-LSTM model is fed into the Attention-Based...
Proceedings Article
Research on Individualized Teaching in Colleges and Universities Based on Knowledge Graph
Wanxuan Lin
As a new knowledge representation and application technology, knowledge graph is widely used in the field of education. Aiming at the demand of personalized teaching in colleges and universities, this paper proposes a personalized teaching model based on knowledge graph technology. The model can construct...
Proceedings Article
Reform and Practice of the Assessment Method of “Big Data Analysis” Course for Competence Cultivation
Yaoyi Xi, Yufei Chen, Zhihui Yue, Bo Wang, Yu Nan
Aiming at the problems of traditional course assessment methods, such as single method and not effectively reflecting the quality of the learning process and the level of competence cultivation, a two-factor multi-dimensional course assessment index system is explored and established, and a one-to-one...
Proceedings Article
The Exploration and Practice of Talent Cultivation in Big Data Specialty in Universities under the Mode of Science and Education Integration
Take Qinghai University as an Example
Xiaodan Zhang, Zhiqiang Liu, Tengfei Cao, Chuanqian Tang
The integration of science and education is an important way to achieve the collaborative development of scientific research and teaching innovation and cultivate innovative professionals. The cultivation of big data professionals is an inevitable demand for the scientific, sustained, and high-speed...
Proceedings Article
Development and Research of a New Model of Smart Community Management Based on the Background of Big Data
Qin Li
With the advent of big data and network era, modern high technology has been gradually integrated into the community to continuously meet people’s requirements for high quality of life, and the era of smart community has come. Smart community is the foundation of smart city, and Hangzhou is the first...
Proceedings Article
Construction and Practice of Innovation and Entrepreneurship Education System for Computer Major Based on OBE Concept
Xi-bin Xu, Xiao-lei Zhao, Jie-wen He
With the country’s emphasis on innovation and entrepreneurship, domestic colleges and universities are constantly exploring how to cultivate innovative and entrepreneurial high-skilled talents, and have made many achievements in the process of training, but also found many problems. This paper analyzes...
Proceedings Article
Practice Research of Multidimensional Interactive Teaching Model for Military English Course
Yucheng Zhou, Wenhui Hao, Xiaoli Zhang
Based on Activity theory, this paper establishes a multidimensional interactive teaching model and designs an experiment to practice the model. Analysis of data on average score, number of interactive activities, and subjective feelings of the participants shows that the model has played an obvious role...
Proceedings Article
Design and Implementation of Virtual Simulation Experiment Teaching of Innovation and Entrepreneurship for College Students
Yanling Zheng
The implementation of innovation and entrepreneurship education in colleges and universities is a major way for college students to innovate and entrepreneurship education. Taking the virtual simulation comprehensive experiment platform of “General Mobilization for Entrepreneurship” as the carrier and...
Proceedings Article
A Systematic Evaluation and Meta-Analysis of the Effect of Metacognitive Intervention in Physical Education Teaching
Xie Hui
This study aims to explore the positive effect of metacognitive intervention on students’ physical education learning, and explore its moderating effect on students’ physical education learning. By means of literature study and statistical processing, 32 relevant literatures were screened and meta-analyzed...
Proceedings Article
College Sports Innovation MOOC Platform Based on Big Data and Cloud Computing Technology
Chaoqi Fu
At present, the current situation of our country’s common colleges and universities physical education teaching is: students did not pay enough attention to physical education, the content of physical education is also quite monotonous, it is difficult to arouse students’ interest in physical education....
Proceedings Article
Reform of Curriculum Structure and Educational Mode of Preventive Medicine Specialty in Colleges and Universities
Yang Liu, Shuweiqi Ding
The purpose is to reform the current curriculum system of preventive medicine undergraduate education based on the biomedical model, make full use of the comprehensive quality of colleges and universities, integrate and optimize it comprehensively, reform the teaching methods, and establish a set of...
Proceedings Article
Research on Deep Learning Vulnerability Detection Method Based on Fusion Features
Shuai Liu, Guan Wang
Software security flaw is one of the most important security problems nowadays. It may cause incalculable loss. However, today’s vulnerability detection technologies mostly rely on a single method, such as expert rules or deep learning, which has low scalability and fails to achieve better detection...
Proceedings Article
An Exploratory Study on Enhanced Learning of English Translation Based on the Background of Computer Algorithm
Yanjun Zhou, Shuling Zhou
According to the latest data released by the Ministry of Information Industry, by the end of 2022, the number of cell phone users in mainland China has approached the billions of people mark, and the use of smart phones for communication accounted for more than 90% of cell phone users, and this figure...
Proceedings Article
Research on the Application of Web-Based Distance Education Teaching Support Service
Lin Wang
The distance education teaching support service is the product of the development of network technology. It is based on the computer and uses advanced means such as the Internet to build an Internet-based environment, relying on big data platforms and cloud computing technology to achieve information...
Proceedings Article
Application Research of Building Model Based on BIM Technology in Curriculum Teaching
Yingjing Lan, Cuicui Hao, Kan Zhao, Xifeng Zhang
The method of combining BIM technology and handmade models are adopted this article. Based on the method of transforming theory and practical conversion training, it is taught in civil engineering courses. Through research, the building model has the advantages of more intuitiveness, three -dimensionalization,...
Proceedings Article
Research and Design of Decision-Making and Reference Information System for Discipline Construction in Application-Oriented Undergraduate Universities Based on Big Data Technology
Meijuan Zhou, Supeng Huang, Jiangdi Zhou
With the increasing popularity and application of big data in Chinese colleges and universities, profound changes have taken place in school management, teaching activities, informatization level, education research paradigms, and evaluation methods for various jobs. However, the management of discipline...
Proceedings Article
On Foreign Language Smart Education Under the Situation of Educational Integration and Innovation
Guiyun Guan
The rapid development of internet and information technology strongly requires the integration and innovation of smart education and traditional education, which is also the inevitable trend of education and teaching reform. Smart education of a foreign language, has gradually become one of the concerns...
Proceedings Article
Research on the Current Situation and Improvement Measures of Transformational Leadership in China’s Private Colleges
Under the Background of Curriculum Ideology and Politics
Tian Wang, Jianbang Lin, Saeid Motevalli
China’s private colleges is facing the crisis of disappearance or transformation in the process of rapid change due to the influence of various factors such as policy environment, market competition and management level. The leadership style is the key factor to determine the sustainable development...
Proceedings Article
Exploration and Practice of Hybrid Teaching Mode in the Course of “Principles and Applications of Microcontrollers”
Chengquan Liang, Haoliang Zhu, Deshen Lv, Xinqiang Yang
With the rapid development of electronic technology, more and more electronic devices are using microcontrollers. Learning and mastering microcontroller technology is a major task for contemporary engineering college students. The course “Principles and Applications of Microcontrollers” is an important...
Proceedings Article
Teaching Reform and Exploration of “Engineering Testing Technology” Under the Background of Provincial First-Class Undergraduate Course Construction
Shan Fan, Hongyan Wu, Junwei He, Fenglin Yi
“Engineering Testing Technology” is a multidisciplinary course with strong theoretical and practical aspects, and it is an important knowledge section for our school to cultivate talents in composite application-intelligent manufacturing testing technology. Based on the construction of the first-class...
Proceedings Article
“Carbon Neutral” Interactive Science Art Installation
Yang Fan, Johnny Yi, Minghe Ling
Art Interactive Science Installation is a product of the combination of contemporary art and technology. It is an installation designed to create a connection between scientific knowledge and the audience
. With the increasing human activities, environmental issues have become one of the most concerned...
Proceedings Article
Exploration on the Construction of College English Translation Teaching Model in the Era of “Internet+” Using the Algorithm Model
Xianglin Shi
Under the background of “Internet+” era, the reform of English translation teaching in colleges and universities in China also needs to be effectively combined with Internet technology, aiming to greatly optimize the teaching model of English translation in colleges and universities, create a good learning...
Proceedings Article
Research on Strategies for Chinese Culture Integrated into English Education Based on the Blended Teaching
Xiaoling Cao
The essential goal of Chinese education in the new era is to develop students’ Chinese sentiments and international vision. Blended teaching is considered to be one of the effective ways to achieve the goal of education and enhance college students’ morality with the updated development of information...
Proceedings Article
Empirical Reflection and Standard Configuration of Data Authorization Mode in Platform User Agreements Based on Research on 37 Platforms
Peng Qi, Gen Yang, Jiaqi Liang, Yunxi Ma, Aoni Song, Wenxuan Ran
As a new factor of production, data contains enormous economic benefits. In the era of the internet, various platform’s attempt to deprive users of their data rights and gain economic benefits through different data authorization modes. This paper makes an empirical analysis of the data authorization...