This paper introduces the machine learning model into the research of determining the factors on college evaluations. Taking the “double-high colleges” of the Ministry of Education as a research case, compared with support vector machines, decision trees and other models, Lasso-Logistic can more efficiently...

As big data is leaping forward, it has aroused the attention of all walks of life over the past few years. The psychological behavior based on network big data has aroused an increasing concern and has been more extensively affirmed, which acts as a novel way for humans to explore the law of psychological...

In order to effectively improve the effectiveness of the operation and management of the traditional college education online management system, this paper proposes to optimize the college education online management system based on cloud computing technology. Improve the system hardware configuration...

Exploring the characteristics of online learning behavior of students in higher vocational colleges has important guiding significance for improving the teaching level of higher vocational colleges. This paper collects more than 3000 online learning data of “Fundamentals of digital photography” courses...

Teaching quality evaluation is one of the important contents of teaching management. This paper can achieve a more scientific and reasonable evaluation of teaching quality by building a principal component comprehensive evaluation model. Therefore, this paper selects the actual evaluation data of eight...

With the development of medical information digitization, machine learning techniques have become a popular method of mining medical health data for hidden information and knowledge. Health data from normal medical checking is usually limited. However, public health data from magnetic resonance (MR)...

From the traditional teaching mode of architectural design, the teaching knowledge is relatively abstract, which requires students to have higher abstract thinking ability, and the whole teaching mode is not intuitive enough, which makes it relatively difficult for students to understand, resulting in...

There are two problems in the course of Building Energy Conservation: “theory” cannot be effectively converted into “idea”, and the basic knowledge connection is not perfect. In order to solve these problems, a new teaching mode will be developed by using the virtual simulation laboratory. This paper...

The study used the pain empathy paradigm to investigate the level of pain empathy in situations with or without self-involvement. The researcher randomly selects 30 representative subjects. The experiment implements 2 (situation: self-involvement situation group, no self-involvement situation group) × 2...

A comprehensive method, including literature review, demand survey and group discussion, was employed to form the correspondence questionnaire for experts, and 20 experts were performed with two rounds of correspondences by Delphi method. Finally, the corresponding evaluation index system was established...

In order to explore the research hotspot and frontier evolution of computational thinking of information technology discipline in Chinese primary and secondary schools, this paper uses bibliometric analysis method and CiteSpace software to analyze the related papers in this field collected by CNKI, and...

As a classic of China, Mencius is also known as a treasure of Chinese culture with its splendid spiritual and humanistic contribution. It has a profound influence on the world. In the era of globalization, the dissemination of English-translated versions of Mencius is of practical significance. However,...

With the new form of “Internet + higher education”, online teaching platform has become more and more important, especially for practical teaching courses. In view of the problems of limited space, insufficient openness and low enthusiasm for learning of students in the traditional experimental teaching...

In order to promote the innovation and development of intelligent teaching in the era of artificial intelligence, colleges and universities actively make use of artificial intelligence technology, seize rare opportunities, effectively deal with challenges, adhere to the leadership of the Party, update...

English teaching is a worldwide and essential education component for human society and talent innovation system. Therefore, the correct evaluation for English teaching methods has become a necessary condition for education system and can assist the supervisors to adjust the education methods to reach...

This study is conducted on Macau education and the Macau Chinese Education Association. This paper provides a systematic review of the history of education in Macau. Born in the fertile soil of Macau, the Chinese Education Association of Macau has witnessed and participated in every major event in Macau’s...

Vocational education is the key to achieving a strong country with skilled personnel and has become the central position for high-level professional personnel training in the new international context. However, traditional vocational education learning spaces lack the construction of learning contexts,...

Cognitive diagnosis plays an important role in intelligent educational scenarios as a method that can reveal students’ knowledge mastery. Existing cognitive diagnostic methods are mainly applicable to objective questions in core subject areas (e.g., mathematics); however, in the field of programming,...

The construction of a student psychological education platform based on virtual reality technology aims to provide a psychological intervention tool that is more adaptable to students’ cognitive and social lifestyles in the information society. The research is based on a prototype development process...

With the promotion of double reduction policy, elementary school teaching management is facing new challenges and opportunities. This paper discusses the thinking of elementary school teaching management under the background of double reduction with the support of modern technology. Firstly, the background...

Digital humans have become a significant area of focus in the fields of computer graphics and human-computer interaction research. In this context, we propose a technical framework for the implementation of digital teachers in virtual teaching environments. To evaluate the effectiveness of our design...

Learning a language poses a significant challenge for learners, who must comprehend the intricacies of language and analyze the relationships among its components. While computer technologies have been developed to assist language learning, they fail to mirror the human cognitive process. This paper...

The development of new-generation information technology and the gradual promotion of digital education have facilitated the application of precision teaching. Given the widespread promotion of blended learning in institutions of higher learning, this paper explores how professional subject teachers...

In order to understand the significance of computer-aided bilingual teaching systems, this article proposes a study that utilizes data mining technology to enhance computer-aided bilingual teaching systems. Firstly, the structure of the computer-aided teaching system was analyzed, and the advantages...

Education modernization can only be achieved through the implementation of education technology. The rise of digital education has given birth to numerous brand-new topics. This article begins with the collaborative education mechanism of rural home-school communities within the context of Double-Reduction....

Neuromorphic computing based on spiking neural networks (SNNs) is a promising alternative in the field of intelligent computing, especially when traditional Von Neumann architectures is facing several choke point. Memristors, as the fourth-generation fundamental circuit element, play a crucial role in...

This paper investigates the 2019–2021 graduates of Baoshan College from internship and practical training base hardware construction, institutional mechanism construction, faculty, practical teaching system, school-enterprise cooperation, social services, social benefits, economic school level, talent...

In view of the existing monitoring system can only carry out local monitoring of athletes, the detection accuracy is not high, the signal wave frequency change is inconsistent and other problems, this project plans to carry out the research of sports teaching and track and field intensity monitoring...

The purpose of this paper is to study the feasibility and effectiveness of Problem-Based Learning (PBL) method in English majors’ reading teaching. In this paper, data collection and analysis are carried out by questionnaire, test and combined with teaching experiment to explore how to apply PBL teaching...

In response to the current problems in the comprehensive training and teaching of industrial robot technology, virtual simulation technology is used to integrate the concept of hybrid teaching, explore a new teaching mode that combines virtual and real, and achieve the combination of classroom teaching...

In the era of big data, artificial intelligence has been widely used in higher education, providing technical support for college teaching. In modern education, teachers are no longer just providers of knowledge, but become mentors and promoters of learning. Students need to process, analyze and use...

Since improving the quality of education is an important task for the development of the vocational education service industry, the talent training mode has become a research hotspot nowadays. Previous research on the evaluation of training modes is carried out from the perspective of educational macro-management....

In order to solve the problem of English teaching among different schools in the same school, a cognitive model based on English teaching management is proposed. On the basis of completing the design of English teaching storing module and system server, the hardware design of the system has been completed;...

In order to innovate teachers’ teaching process, this paper puts forward the research of intelligent education management based on ChatGPT model. Based on the current situation of education management in senior high schools and the application of Internet technology in education, this paper studies the...

In the education and teaching of linguistics, psychology, literature, history and other related fields, teachers and students usually analyze the psychology and image of characters by studying the historical background and the author’s life experience. Given the limited language text data available for...

Swimming is a compulsory course for survival, and in the university life where spare time is more adequate, more and more college students join swimming lessons, and then the teaching quality for swimming courses needs close attention. This article adopted the “technology+” deep learning method to improve...

The problem of load imbalance in Product Data Management (PDM) server clusters not only reduces the efficiency of PDM system applications, but also causes downtime in severe cases, affecting the development process of scientific research models. This article applies three server cluster load balancing...

In recent years, with the continuous development of Internet technology and the promotion of digital transformation, the education field has also shown the development trend of digital transformation. Researchers have begun to focus on the background, issues and challenges of digital transformation,...

This article proposes a design of a distribution network communication and maintenance monitoring platform based on artificial intelligence technology to improve operational efficiency. The platform adopts a B/S hardware architecture, providing a stable environment for efficient hardware operations;...

As a brand-new course teaching mode, Internet + education has obvious advantages in realizing teaching innovation and strengthening teaching effect in colleges and universities. However, in view of the special education category of traditional Wushu, the integration of online education and traditional...

In response to the current situation of high labor cost and low efficiency in mulberry leaf picking in China, and the lack of information on the location of mulberry leaf picking points in the intelligent development process of mulberry leaf picking, a mulberry leaf picking point positioning method based...

Under the background of education informatization in China, smart classroom is one of the research hotspots in the field of education. In smart classroom, students’ learning activities involve a variety of data sources. Based on the evaluation index system of smart classroom learning activities, this...

This study explores in depth the potential and application of smart spatial planning in improving educational equity and resource sharing. The goal is to realize the optimal allocation of educational resources through intelligent space planning technology, and further promote educational equity and resource...

With the deepening of the construction of digital campus, the new generation of digital information technology and college education and teaching are fully integrated, which brings new opportunities for student management in the new era. In this regard, this paper will put forward a set of construction...

The 21st century witnesses a surge of new technologies which have been developing by leaps and bounds and have been applied universally. The development and improvement of computer software and hardware technology is an intrinsic incentive for foreign language teaching reform. The evaluation of graduate...

In the era of “mass entrepreneurship and innovation”, how to improve innovation and entrepreneurship education is one of the urgent problems to be solved. Therefore, the construction of high-quality simulation platform for innovation and entrepreneurship courses is the necessary foundation, urgent need...

The current educational games are lacking and there are many problems. The games either lack interactive fun or are not closely related to culture itself, making them of little educational significance. This study utilized Unreal Engine 4 to design and develop an educational game about solar term culture....

Through virtual reality technology, human-machine immersive interactive system, virtual scene, beautiful structure of music teaching is implemented, and the new concept of using virtual experience is the real technology of music teaching. To create a virtual reality system with high sensitivity and multi-dimensional...

Remote learning systems are susceptible to feedback from business Slervlets, leading to abnormal operation of some functional modules. Therefore, it is necessary to design a new distance learning information system for English translation courses based on unsupervised learning. Designed FPGA chips, IDE...

For researchers, it is essential to access various literature in order to stay up-to-date with the latest advancements and trends in scientific research. Chemical engineering literature, characterized by its diverse range, lengthy articles, complex experimental conditions, and numerous references to...

This study examines the research trends in this field by comparing the number of papers published in the past 10 years in the Web of Science (WOS) and the China National Knowledge Infrastructure (CNKI) databases. The findings reveal a steady growth in research enthusiasm among domestic scholars. A total...

Affective Computing (AC) is a dynamic and evolving research field. This paper presents a bibliometric analysis of 1428 publications related to affective computing, extracted from the Web of Science database, using the VOSviewer software. Through an examination of the existing literature, the study investigates...

Blended teaching, which has flourished during the pandemic, also faces teacher burdens. Overweight, insufficient student supervision and other problems. Design a hybrid based on educational artificial intelligence. Teaching mode, and from the teaching process design, teaching resources construction,...

With the development of society, computers are widely used in various fields and play a crucial role, especially in the design field. Computer-aided design (3DS MAX) is a computer-aided design performance course that follows computer-aided design (PS), computer-aided design (CAD), and computer-aided...

In response to the shortcomings of the current curriculum teaching design, based on artificial intelligence algorithms, an open teaching design was carried out using professional basic courses as an example to understand students’ learning situation, clarify teaching objectives, summarize methods and...

It has become a consensus to protect intangible cultural heritage all over the world in the background of globalization. This article mainly discusses protection, exhibition and spread of traditional martial arts that is an intangible cultural heritage, and how to design digital experience system based...

With the gradual deepening of education informatization construction, colleges and universities should adhere to the development concept of “data-driven entrepreneurship education”, promote entrepreneurship education to achieve deep-seated changes in the underlying logic, development model and management...

This paper examines the benefits of open source education, compares the applicability of various platforms, chooses Gitee as a platform to carry out practical computer teaching based on open source, and proposes an evaluation criterion for practical computer teaching based on open source in the context...

This article is in the high speed development of our country under the background of the era of big data, comb to cloud the theoretical basis of the status quo of the content of the domestic accounting, the accounting development in different periods of morphological analysis under the cloud accounting...

With the deepening of education informatization 2.0, the new teaching form under VR technology can fully expand the deep integration of teaching space and experimental teaching projects, form a brand-new teaching mode, and become an important measure to improve the quality and level of experimental teaching....

With the digital development of museums and the continuous extension of their educational functions, the Smart Museums are facing new opportunities and challenges. At the same time, there is a growing demand for open learning in society. Based on the construction and application of E-GPP-C intelligent...

The dissemination of national culture is a form of expression in global communication. In the early years, international media often communicated specific cultural values to the world through “soft cultural” content such as American movies and Japanese cartoons, but the one-way communication is gradually...

Universities are trying to integrate algorithms into the teaching of logistics system simulation courses. However, students have difficulty in understanding algorithms due to the complex teaching formulas and computational processes. The main purpose of this paper is to solve the current teaching dilemma...

New liberal arts construction has gradually become a strategic choice for higher education to meet the challenges of the technological revolution and international competition. In this paper, the core collection of Web of Science and CNKI are used as data sources, and the literature related to new liberal...

This paper proposes a collaborative defense of network security based on Swarm intelligence Framework. This technology is based on joint detection and collaborative response, Relying on the swarm intelligence technology, the scheme can recognise the complete attack chain and perceive the global network...

Objective: In order to provide the scientific conduction of Tai Chi practitioners. Method: Taking the neuromuscular control of Tai Chi exercise as the starting point, by infrared capture system and Any Body human modeling simulation system, compared ability of professional group and preliminary group....

In order to solve the problem of normative detection of mask wearing, this paper proposes an LMSE-ResNet based on improved residual network. Firstly, the cascade classifier is used to strengthen the features of the mask-wearing part, detect whether the face in the image wears a mask, and then load the...

Basic education is one of the key factors to determine the development of education, and studying its quality level is helpful to make more scientific and sensible decisions. During the decade from 2010 to 2020, the popularization of compulsory education in all parts of China has increased significantly....

Knowledge base is an important part of cultural soft power, and the expected use of knowledge data is often the concern of knowledge base operators, and also the expectation of college students when using it. In this paper, a questionnaire was constructed based on the technology acceptance model (TAM)....

In order to analyze the application trend of Internet of Things technology in information education, this paper adopts bibliometric analysis method and Citespace visualization analysis method to analyze the application status and application trend of Internet of Things technology in the field of education...

The project-based teaching has become an effective model for training practical talents. BP neural networks learn to continuously adjust the network linkage weights and thresholds by propagating formulas to achieve minimum error control. Introducing BP neural network associative learning algorithm into...

Building high quality big data training courses is the necessary foundation and urgent need for training big data talents, and it is also an urgent task at present. In this study, hyper-converged architecture technology is used to design and implement a big data training project platform for college...

In view of quality control process of the heavy rail on universal rolling line, based on method of machine vision, a system can be used to monitor surface defect of hot rolled heavy rail has been developed and it’s configurations of hardware and software are introduced in this paper. This system adopted...

This study aimed to analyze the current state of research on college English learning models and to identify opportunities in this area by analyzing evolutionary trends. At present, the demand for university English learning mode research is expanding, and the university English learning mode research...

With the rapid development of medical information technology, the amount of medical data continues to increase, and the data structure becomes increasingly complex. How to efficiently process and utilize this data to improve the quality and efficiency of medical services has become an important issue....

This paper mainly explores the teaching effectiveness of the flipped classroom model in the college English listening teaching. Ninety subjects from Xi’an Mingde Institute of Technology were organized into two experiment groups and one control group so as to show a contrast between the traditional listening...

This paper designs and implements a practical teaching platform for relevant majors in the field of intelligent manufacturing, focusing on the cultivation of innovation ability. With MES as the core, six major software and hardware systems were designed, including S7-1500 controller, CNC machining, intelligent...

In our rapidly evolving society, the digital revolution has significantly restructured every sector, with education being no exception. This discourse delves into the digital transformation impacting vocational education, identifying inherent challenges, proposing strategic solutions, and introducing...

Colleges and universities serve as the primary hubs for nurturing skilled professionals, and the equipment operation course plays a crucial role in their training. Therefore,it is very important to explore the teaching method of the new equipment operation course. With the rapid development of artificial...