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A Comparison of the Validity of Online Courses Quality Evaluation Models 在线课程质量评价模式的有效性比较
Q2 Social Sciences Pub Date : 2024-07-26 DOI: 10.4018/ijwltt.349984
Jingwen Wang, Xiaohong Yang, Dujuan Liu
The large scale expansion of online courses has led to the crisis of course quality issues. In this study, we first established an evaluation index system for online courses using factor analysis, encompassing three key constructs: course resource construction, course implementation, and teaching effectiveness. Subsequently, we employed factor analysis and entropy weight TOPSIS multi-attribute decision analysis methods to comprehensively evaluate 541 courses. Later on, we conducted correlation and regression analyses between the evaluation results of these two methods and that of experts. The results reveal that the comprehensive evaluation scores derived from both factor analysis and entropy weight TOPSIS models exhibit a significant positive correlation with the experts'. Furthermore, the factor analysis model outperforms the entropy weight TOPSIS model in predicting experts' evaluation scores. The application of this model will help achieve timely and accurate course evaluation, and provide novel idea and approach for real-time monitoring of online courses quality.
在线课程的大规模扩张引发了课程质量问题的危机。在本研究中,我们首先利用因子分析法建立了在线课程的评价指标体系,包括课程资源建设、课程实施和教学效果三个关键建构。随后,我们采用因子分析法和熵权 TOPSIS 多属性决策分析法对 541 门课程进行了综合评价。随后,我们将这两种方法的评价结果与专家的评价结果进行了相关分析和回归分析。结果显示,因子分析模型和熵权 TOPSIS 模型得出的综合评价得分与专家的综合评价得分呈显著正相关。此外,在预测专家评价分数方面,因子分析模型优于熵权 TOPSIS 模型。该模型的应用将有助于实现及时、准确的课程评价,并为实时监控在线课程质量提供新的思路和方法。
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引用次数: 0
A Learning Measurement Model for English Comprehensive Ability Based on the Background of Educational Informatization 基于教育信息化背景下的英语综合能力学习测量模型
Q2 Social Sciences Pub Date : 2024-07-26 DOI: 10.4018/ijwltt.349729
Ting Yang
The purpose of this study is to explore the learning measurement model of English comprehensive ability based on the background of educational informatization. With the rapid development of educational information technology, English education is facing unprecedented opportunities and challenges. Under the background of information technology, this study discusses the application of educational information technology in English teaching, the composition and evaluation criteria of English comprehensive ability, the role change of teachers and students in the information environment and the ability training. Through in-depth research and empirical research, this study aims to provide theoretical support and practical experience for the innovation and promotion of English education, promote the wide application of educational information technology in English teaching, and provide more effective support and guidance for the development of students' comprehensive English ability.
本研究旨在探索基于教育信息化背景下的英语综合能力学习测量模型。随着教育信息化的快速发展,英语教育面临着前所未有的机遇和挑战。本研究以信息技术为背景,探讨了教育信息技术在英语教学中的应用、英语综合能力的构成与评价标准、信息环境下教师与学生的角色转变与能力培养等问题。本研究旨在通过深入研究和实证研究,为英语教育的创新和推广提供理论支持和实践经验,促进教育信息技术在英语教学中的广泛应用,为学生英语综合能力的培养提供更有效的支持和指导。
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引用次数: 0
Exploration on Innovation Path of Precise Ideological and Political Work in Colleges and Universities Under the Background of Big Data Driving 大数据驱动背景下高校思想政治工作精准化创新路径探索
Q2 Social Sciences Pub Date : 2024-07-26 DOI: 10.4018/ijwltt.349967
Xiong Luo
However, although existing models for evaluating the effectiveness of universities provide a large number of modeling solutions, it is difficult to objectively evaluate dynamic coefficients based on the differences in precision ideological and political work systems of different types of universities in the evaluation process of innovative paths for precision ideological and political work. In this context, this article proposes an innovative path for the precision of ideological and political work in universities under the background of big data driving, and constructs a complex system discrete dynamic modeling technology. This model quantitatively describes the consistency between different precise ideological and political work models, the similarity of research strategies for precise ideological and political work, and expected evaluation indicators using multiple transformation dynamic coefficients. This study provides new ideas and methods for innovative research in the field of ideological and political work in universities.
然而,尽管现有的高校效能评价模型提供了大量建模方案,但在精准化思想政治工作创新路径评价过程中,难以根据不同类型高校精准化思想政治工作体系的差异进行客观的动态系数评价。在此背景下,本文提出了大数据驱动背景下的高校思想政治工作精准化创新路径,并构建了复杂系统离散动态建模技术。该模型利用多重变换动态系数定量描述了不同精准化思想政治工作模式之间的一致性、精准化思想政治工作研究策略的相似性以及预期评价指标。该研究为高校思想政治工作领域的创新研究提供了新思路和新方法。
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引用次数: 0
Integration of Traditional Cultural Elements Into Civics Teaching Practice in Colleges and Universities Based on Internet Distance Education 基于网络远程教育的高校思政教学实践中传统文化元素的融入
Q2 Social Sciences Pub Date : 2024-07-24 DOI: 10.4018/ijwltt.348962
Mao Li
This study uses questionnaire surveys to examine the real impact of incorporating traditional cultural elements into the practice of ideological and political education in colleges and universities. The integration of traditional cultural elements into these practices is the research object of this paper. It realizes the sharing of teaching resources for the integration of traditional culture into the practice of ideological and political education in colleges and universities and examines the impact of network distance education on students' learning interests using SQLServer development tools and network distance education technology. The study's conclusions demonstrate that students can enjoy the allure of traditional culture virtually by setting up a network distance education platform and implementing resource sharing. The study's findings offer theoretical evidence in favor of using network distant education to incorporate traditional cultural components into the practice of teaching politics and ideologies in higher education institutions.
本研究采用问卷调查的方式,考察传统文化元素融入高校思想政治教育实践的实际影响。传统文化元素融入思想政治教育实践是本文的研究对象。它实现了传统文化融入高校思想政治教育实践的教学资源共享,并利用 SQLServer 开发工具和网络远程教育技术,考察了网络远程教育对学生学习兴趣的影响。研究结论表明,通过建立网络远程教育平台,实施资源共享,学生可以在虚拟中享受传统文化的魅力。研究结论为利用网络远程教育将传统文化内容融入高校思想政治教学实践提供了理论依据。
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引用次数: 0
Design of Basketball Teaching and Training System Based on 5G Technology Support in a Wireless Network 基于无线网络 5G 技术支持的篮球教学与训练系统设计
Q2 Social Sciences Pub Date : 2024-07-18 DOI: 10.4018/ijwltt.348959
GuoRong Huang, Xing Liu, Hui Sun
This research evaluates the efficacy of a basketball-based teaching and training system supported by 5G technology in a wireless network environment. Initially are information about the Chinese basketball students is first gathered and then divided into a Control Group (CG) and an Experimental Group (EG). The control group uses the standard method of collegiate basketball instruction, while the experimental group learns the game under the background of 5G technology. For transmitting the basketball teaching data in the 5G network, we proposed a novel routing protocol named Probability-based Coupling Zone Routing Protocol (PbCZRP). An optimization technique called the Shark optimization approach is used to enhance the performance of the routing protocol. Finally, a comparison of the two groups reveals that the experimental group's basketball players fared better than the control group. The basketball training plan powered by 5G will supply students with adaptive learning services that take into account their individual needs and strengths.
本研究评估了在无线网络环境下由 5G 技术支持的篮球教学和训练系统的效果。首先收集中国篮球学生的信息,然后将其分为对照组(CG)和实验组(EG)。对照组采用大学篮球教学的标准方法,实验组则在 5G 技术背景下学习比赛。为了在 5G 网络中传输篮球教学数据,我们提出了一种名为 "基于概率的耦合区路由协议(PbCZRP)"的新型路由协议。为了提高路由协议的性能,我们采用了一种名为 "鲨鱼 "优化方法的优化技术。最后,两组的对比显示,实验组的篮球运动员的表现优于对照组。由 5G 支持的篮球训练计划将为学生提供自适应学习服务,考虑到他们的个人需求和优势。
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引用次数: 0
Exploring the Factors Affecting College Students' Intention to Use Online Teaching Platforms Through an Extended Technology Acceptance Model 通过扩展技术接受模型探讨影响大学生使用在线教学平台意向的因素
Q2 Social Sciences Pub Date : 2024-07-17 DOI: 10.4018/ijwltt.348656
Xuefeng Zhang, Yelin Huang, Mingshuang Chen, Fenglian Wang
Online teaching platforms (OTPs) are becoming important mediums for supporting college students in course learning activities. Their intention to use is critical for promoting learning effectiveness, efficiency, and continuous development of OTPs. Drawing upon the technology acceptance model (TAM), this study builds the research model of students' intention to use the OTPs with consideration of platform characteristics and social influence. The PLS-SEM method is employed to analyze 194 responses from students at a university. The results show that perceived usefulness, perceived ease of use, and social influence positively influence students' intention to use. Perceived ease of use positively affects perceived usefulness. In addition, social influence is positively related to perceived ease of use and perceived usefulness, respectively. The study extends the TAM model by incorporating social influence to promote it relevant to the context of OTPs. The findings offer insights that universities and OTP providers could adopt to promote the use of OTPs by students.
在线教学平台(OTP)正成为支持大学生开展课程学习活动的重要媒介。他们的使用意向对于促进学习效果、效率和在线教学平台的持续发展至关重要。本研究借鉴技术接受模型(TAM),结合平台特点和社会影响,建立了学生使用开放课程平台意向的研究模型。研究采用 PLS-SEM 方法分析了某大学学生的 194 份问卷。结果表明,感知有用性、感知易用性和社会影响对学生的使用意向有积极影响。感知易用性对感知有用性有正向影响。此外,社会影响分别与感知易用性和感知有用性呈正相关。本研究将社会影响纳入其中,从而扩展了 TAM 模型,使其与 OTP 相关。研究结果为大学和OTP提供商提供了启示,有助于促进学生使用OTP。
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引用次数: 0
Study on the Effectiveness of English Teaching in Universities Based on 5G Mobile Internet 基于 5G 移动互联网的大学英语教学效果研究
Q2 Social Sciences Pub Date : 2024-07-17 DOI: 10.4018/ijwltt.349221
Nan Wu
Higher education is becoming increasingly competitive and all educational institutions are concentrating on improving quality and changing traditional higher education teaching methods. New-type classroom instruction has embraced a unique advancement opportunity with the arrival of the fifth generation (5G) era. It is critical to develop a teaching assistance system that makes use of high-speed network methodology and new-type display methodology. For the innovation and reform of higher education, this article combines soft computing techniques, artificial intelligence (AI), and 5G networks. This paper outlines the exact processes and measures for incorporating “5G” technology into higher education. Finally, conduct a comparative experiment to see how good the system is at learning AI knowledge when compared to standard learning methods. The outcomes of the experiments are examined to show that employing this approach to gain AI knowledge is successful and improves students' enthusiasm in learning as well as their hands-on abilities.
高等教育的竞争日益激烈,所有教育机构都在集中精力提高质量,改变传统的高等教育教学方法。随着第五代(5G)时代的到来,新型课堂教学迎来了难得的发展机遇。开发一套利用高速网络方法和新型显示方法的教学辅助系统至关重要。为了实现高等教育的创新和改革,本文将软计算技术、人工智能(AI)和 5G 网络相结合。本文概述了将 "5G "技术融入高等教育的具体流程和措施。最后,进行对比实验,看看该系统与标准学习方法相比,在学习人工智能知识方面有多大的优势。实验结果表明,采用这种方法获取人工智能知识是成功的,可以提高学生的学习热情和动手能力。
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引用次数: 0
Online Learning Resource Management System Utilization and College Students' Engagement at Zhongshan University 中山大学在线学习资源管理系统的使用与大学生的参与度
Q2 Social Sciences Pub Date : 2024-07-17 DOI: 10.4018/ijwltt.349236
Jun Guo, Yihong Chen, Tao Wang, Zhouyu Zhang
The study aimed to assess the extent of utilization of the Learning Resource Management System (LRMS) and its impact on student' engagement among 218 college students at ZhongShan College. Utilizing a descriptive correlational approach with a quantitative method, the study found that the students perceived a very high extent of utilization of LRMS, appreciating its clear instructions and regular access to reliable internet. Additionally, the students exhibited high engagement levels with the LRMS regarding online activities, academic relevance, collaboration, and social interaction. Notably, a significant relationship was observed between the extent of LRMS utilization and online academic relevance in students' engagement. The study suggests implementing training programs for students and teachers to enhance LRMS utilization, inform school policies, and promote awareness of its benefits. These findings lay the foundation for future training initiatives and policy enhancements within the educational institution.
本研究旨在评估中山学院 218 名大学生对学习资源管理系统(LRMS)的使用程度及其对学生参与度的影响。研究采用描述性相关方法和定量方法,发现学生对学习资源管理系统的使用程度很高,对其清晰的说明和定期访问可靠的互联网表示赞赏。此外,学生对 LRMS 的在线活动、学术相关性、协作和社交互动表现出很高的参与度。值得注意的是,在学生的参与度方面,LRMS 的使用程度与在线学术相关性之间存在明显的关系。研究建议为学生和教师实施培训计划,以提高 LRMS 的使用率,为学校政策提供信息,并促进对其益处的认识。这些发现为教育机构未来的培训计划和政策改进奠定了基础。
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引用次数: 0
College English Smart Classroom Learning Model Utilizing Data Mining Technology 利用数据挖掘技术的大学英语智慧课堂学习模式
Q2 Social Sciences Pub Date : 2024-07-17 DOI: 10.4018/ijwltt.349220
Xinning Zheng
The integration of Internet technology and the collaborative development of smart classrooms is an essential step for colleges and universities to advance English instruction reform. This study utilized data mining (DM) technology to analyze the learning process in college English smart classrooms. The results indicate that the DM algorithm used in this study outperforms the other two algorithms across all metrics. After conducting 15 experiments, the centrality of the DM algorithm in this study reached 0.58, exceeding the ant colony algorithm's centrality of 0.42. The decision tree algorithm exhibited the lowest centrality, reaching a maximum value of only 0.39. Consequently, the methodology utilized in this study demonstrates a significant centrality within the classroom, indicating its suitability for investigating University English smart classroom learning. Hence, implementing a University English smart classroom learning model utilizing DM technology represents the primary approach to achieving intelligent education.
融合互联网技术,协同发展智慧课堂,是高校推进英语教学改革的必要举措。本研究利用数据挖掘(DM)技术分析了大学英语智慧课堂的学习过程。结果表明,本研究采用的DM算法在所有指标上都优于其他两种算法。在进行了 15 次实验后,本研究中 DM 算法的中心度达到了 0.58,超过了蚁群算法的中心度 0.42。决策树算法的中心度最低,最大值仅为 0.39。因此,本研究采用的方法在课堂内表现出显著的中心性,表明其适合研究大学英语智慧课堂学习。因此,利用 DM 技术实施大学英语智慧课堂学习模式是实现智慧教育的主要途径。
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引用次数: 0
Research on the Application of Multimedia Image Processing Technology in Sports Sociology Education 多媒体图像处理技术在体育社会学教育中的应用研究
Q2 Social Sciences Pub Date : 2024-07-17 DOI: 10.4018/ijwltt.347989
Boning Li
In order to cope with sports events, it is difficult for cameras to accurately extract exciting moments during the competition. This article constructs a multimedia information system for sports sociology education. In terms of methodology, low-density architectures are used to measure and encode sparse signals, and the signal is reconstructed at the receiving end. By calculating the marginal probability distribution of each variable node, the reconstructed image is obtained. The experimental results show that this method performs well in detecting lens mutations and gradients, with a higher recall rate than other algorithms. The accuracy, recall rate, and F-value indicators have significantly improved, reaching 6.328%, 4.27%, and 6.012%, respectively. This method is superior to existing game shot extraction methods and lays the foundation for further detecting exciting events in sports competitions. In summary, this study has important guiding significance for the application of multimedia image processing technology in the field of sports sociology education.
为了应对体育赛事,摄像机很难准确提取比赛过程中的精彩瞬间。本文构建了一个体育社会学教育多媒体信息系统。在方法上,采用低密度架构对稀疏信号进行测量和编码,并在接收端对信号进行重构。通过计算每个变量节点的边际概率分布,得到重构图像。实验结果表明,该方法在检测透镜突变和梯度方面表现良好,召回率高于其他算法。准确率、召回率和 F 值指标都有显著提高,分别达到 6.328%、4.27% 和 6.012%。该方法优于现有的比赛镜头提取方法,为进一步检测体育比赛中的精彩赛事奠定了基础。综上所述,本研究对多媒体图像处理技术在体育社会学教育领域的应用具有重要的指导意义。
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引用次数: 0
期刊
International Journal of Web-Based Learning and Teaching Technologies
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