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The Impact of Artificial Intelligence on Computational Thinking in Education at University 人工智能对大学计算思维教育的影响
Pub Date : 2024-06-05 DOI: 10.3991/ijep.v14i5.49995
Linda Talib Ameen, Maysam Raad Yousif, Najwa Abdulmunem Jasim Alnoori, Ban Hassan Majeed
This study aims to reveal the role of one of the artificial intelligence (AI) techniques, “ChatGPT,” in improving the educational process by following it as a teaching method for the subject of automatic analysis for students of the Chemistry Department and the subject of computer security for students of the Computer Science Department, from the fourth stage at the College of Education for Pure Science (Ibn Al-Haitham), and its impact on their computational thinking to have a good educational environment. The experimental approach was used, and the research samples were chosen intentionally by the research community. Research tools were prepared, which included a scale for CT that included 12 items and the achievement test in both scientific subjects for departments as the second tool. They reached a lot of conclusions. Accordingly, a set of recommendations were proposed.
本研究旨在揭示人工智能(AI)技术之一 "ChatGPT "在改善教育过程中的作用,将其作为纯科学教育学院(Ibn Al-Haitham)第四阶段化学系学生自动分析科目和计算机科学系学生计算机安全科目的教学方法,并揭示其对学生计算思维的影响,从而营造良好的教育环境。研究采用了实验方法,研究样本由研究团体有意选择。研究工具已准备就绪,包括一个包含 12 个项目的计算思维量表和作为第二工具的两个科学学科的成就测试。他们得出了许多结论。因此,提出了一系列建议。
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引用次数: 0
Didactic Design of Teaching Materials Created by Future Teachers in the Czech Republic 捷克共和国未来教师编写教材的教学设计
Pub Date : 2024-06-05 DOI: 10.3991/ijep.v14i5.47441
Nikola Straková, Roman Hrmo
This paper describes research on the didactic design of teaching materials created by Czech future teachers in their university theses. The results of the research indicate that the teaching materials for future teachers are far from achieving the highest level of didactic design. The average value of the coefficient of the total didactic design is only 26%. The weakest aspect of the teaching materials is the component of the learning management system. This fact implies a significant underestimation of the learning process. Students preparing for the teaching profession have not demonstrated the ability to compile didactically well-developed teaching material in their final theses. They use only a limited number of structural components, and therefore the basic function of teaching materials, the didactic function, is not fully fulfilled. The didactic function ensures the effective usability of textbooks and similar texts in actual education.
本文介绍了对捷克未来教师在其大学毕业论文中编写的教材的教学设计进行的研究。研究结果表明,未来教师的教材远未达到教学设计的最高水平。总体教学设计系数的平均值仅为 26%。教材中最薄弱的部分是学习管理系统。这意味着对学习过程的估计严重不足。准备从事教师职业的学生在其毕业论文中并没有表现出编制教学设计完善的教学材料的能力。他们只使用了数量有限的结构组件,因此教材的基本功能--说教功能--没有得到充分发挥。说教功能确保教科书和类似文本在实际教学中的有效可用性。
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引用次数: 0
From Doubt to Drive: How Instructional Modality and Self-Efficacy Shape Motivation in Remedial Spatial Visualization Courses 从怀疑到动力:教学模式和自我效能如何影响空间可视化补习课程的学习动机
Pub Date : 2024-06-05 DOI: 10.3991/ijep.v14i5.46097
Beyza Guler, Susan Sajadi, Abdulaziz Alenezi, Diana Bairaktarova
Spatial thinking is the foundation for successful problem-solving and critical thinking. Scholars have confirmed that spatial skills are essential tools for problem solving in fields such as engineering, design, physics, and mathematics. Drawing on Bandura’s self-efficacy theory, this study investigates the impact of instructional modality, self-efficacy, and attitudes toward a spatial visualization app on student motivation in the context of an engineering remedial spatial visualization course. Our study focused on undergraduate engineering students from two cohorts with different instructional modalities, one in 2019 and the other in 2020. This study employs a quantitative approach, gathering data through questionnaires to measure student motivation, self-efficacy, attitudes toward the app, computer-aided design (CAD) experience, gender, and instructional modality. Our findings indicate that instructional modality significantly influenced student motivation, with online instruction during the pandemic being associated with lower motivation. Furthermore, significant predictors of student motivation were identified as self-efficacy and attitudes towards the app, independent of instructional modality. The findings provide insights into strategies for educators to implement educational technology in their courses while also remaining committed to nurturing student self-efficacy in online and in-person learning.
空间思维是成功解决问题和批判性思维的基础。学者们已经证实,空间技能是工程、设计、物理和数学等领域解决问题的基本工具。本研究借鉴班杜拉的自我效能理论,在工程学空间可视化补习课程的背景下,调查了教学模式、自我效能以及对空间可视化应用程序的态度对学生学习动机的影响。我们的研究重点是来自两届不同教学模式的工科本科生,一届是 2019 年,另一届是 2020 年。本研究采用定量方法,通过调查问卷收集数据,测量学生的学习动机、自我效能感、对应用程序的态度、计算机辅助设计(CAD)经验、性别和教学模式。我们的研究结果表明,教学模式对学生的学习动机有显著影响,大流行病期间的在线教学与较低的学习动机相关。此外,学生学习动机的重要预测因素是自我效能感和对应用程序的态度,这与教学模式无关。这些研究结果为教育工作者在课程中实施教育技术的策略提供了启示,同时还致力于培养学生在在线和面对面学习中的自我效能感。
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引用次数: 0
Design Guidelines for Enterprise Software Training in Higher Education Based on Technology-Mediated Learning 基于技术辅助学习的高校企业软件培训设计指南
Pub Date : 2024-06-05 DOI: 10.3991/ijep.v14i5.47537
Sophie Heim, Mayumi Egawa, A. Hein, Holger Wittges, Helmut Krcmar
There is an increasing demand for a qualified future workforce in the enterprise software (ES) domain, for which students should be prepared. However, due to the complexity of ES, many lecturers lack the skills to practically integrate ES into their teaching activities. ES training must be investigated holistically to address this issue, integrating the perspectives of the involved actors. Therefore, the research field of technology-mediated learning (TML) offers valuable concepts. In this paper, we first identify and present five main concepts of TML performance based on related literature. Second, we present findings from a single-case study conducted within the global academic alliance program of the ES company SAP. The program’s objective is to demonstrate the practical application of ES to students through lecturers. Unlike previous research, we consider the students’ perspective and incorporate the viewpoints of lecturers and subject matter experts (SMEs) who train the lecturers to create a comprehensive overview. Based on the insights from TML literature and the case study, we present design guidelines for ES training that take into account TML concepts, actors’ perspectives, and training aspects. Our findings highlight the universal applicability of TML in the practical context of designing ES training in higher education.
企业软件(ES)领域对未来合格劳动力的需求日益增长,学生应为此做好准备。然而,由于企业软件的复杂性,许多讲师缺乏将企业软件切实融入教学活动的技能。为解决这一问题,必须对企业软件培训进行全面研究,整合相关人员的观点。因此,以技术为媒介的学习(TML)研究领域提供了有价值的概念。在本文中,我们首先根据相关文献,确定并提出了技术中介学习(TML)绩效的五个主要概念。其次,我们介绍了在 ES 公司 SAP 的全球学术联盟计划中开展的一项单一案例研究的结果。该项目旨在通过讲师向学生展示 ES 的实际应用。与以往研究不同的是,我们考虑了学生的观点,并纳入了培训讲师的讲师和主题专家(SMEs)的观点,从而形成了一个全面的概述。基于从 TML 文献和案例研究中获得的启示,我们提出了 ES 培训的设计指南,其中考虑到了 TML 概念、参与者的观点和培训方面。我们的研究结果凸显了 TML 在高等教育设计 ES 培训的实际环境中的普遍适用性。
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引用次数: 0
A Framework Model for Exploring Factors for Measuring E-Learning Systems and Its Relevant Outcomes via AHP 通过 AHP 探索衡量电子学习系统及其相关成果的因素的框架模型
Pub Date : 2024-06-05 DOI: 10.3991/ijep.v14i5.47295
Mohamed Benaida
Universities have focused on learning outcomes as a metric for evaluating the quality assurance of educational systems. However, due to the absence of a clear guide on measuring outcomes and analysing them accordingly to improve the educational cycle, educators struggled to efficiently and effectively address shortcomings. By proposing a new framework, this study fills this gap and provides a guided approach to measuring learning outcomes in the context of university e-learning systems. Facilitated by a comprehensive research literature review of 102 articles, filtered from 271 articles using the PRISMA method, the opinions of five experts regarding e-learning systems and their outcomes were analysed using the analytical hierarchy process (AHP) to provide priority rankings. Teaching methods, teaching quality, learning environment, and students emerged as the main factors, along with their sub-factors. Moreover, our experts from diverse educational and geographical backgrounds provide added value, enabling the framework to be implemented across various environments and fields. Ultimately, this framework accurately measures sub-factors to identify the strengths and weaknesses of educational variables. The proposed framework is a step in the right direction, enabling the design of a suitable system that takes into account users’ needs when assessing e-learning outcomes.
各大学将学习成果作为评估教育系统质量保证的衡量标准。然而,由于缺乏明确的指导来衡量成果并进行相应的分析以改进教育周期,教育工作者难以有效地解决不足之处。本研究通过提出一个新的框架,填补了这一空白,并为衡量大学网络学习系统的学习成果提供了指导性方法。在采用 PRISMA 方法从 271 篇文章中筛选出 102 篇文章进行全面研究文献综述的基础上,利用分析层次法(AHP)对五位专家关于电子学习系统及其成果的意见进行了分析,以提供优先排序。结果显示,教学方法、教学质量、学习环境和学生是主要因素,同时也是次要因素。此外,我们来自不同教育和地理背景的专家提供了附加值,使该框架能够在不同环境和领域实施。最终,该框架能准确测量子因素,从而确定教育变量的优缺点。所提出的框架是朝着正确方向迈出的一步,使我们能够在评估电子学习成果时,考虑到用户的需求,设计出合适的系统。
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引用次数: 0
Comparative Analysis of the Switching Behavior of Synchronous and Asynchronous Online Learners in Higher Education 高等教育中同步和异步在线学习者转换行为的比较分析
Pub Date : 2024-06-05 DOI: 10.3991/ijep.v14i5.48845
Laxmisha Rai, C. Deng, Fasheng Liu
This study examines the phenomenon of learner behavior change in synchronous and asynchronous online learning environments. The article assesses the level, stage, reasons, and impact of change among online learners. To facilitate systematic analysis, a set of comparison parameters has been developed. These parameters include success and failure rates, mode and location of learning, level of interaction, group and individualized learning, courses with practical exercises, economic factors, self-regulated learning, indicators of change, technological tools, learner satisfaction, and the impact of a blended learning model. Overall, this article contributes to the understanding of online learners’ behavioral changes and provides valuable information to educators, administrators, and online education providers for designing effective online learning environments. The identified parameters can serve as a foundation for future research on how synchronous or asynchronous modes can either enhance or hinder the overall learning experience of online learners.
本研究探讨了同步和异步在线学习环境中学习者行为变化的现象。文章评估了在线学习者行为改变的程度、阶段、原因和影响。为了便于系统分析,我们开发了一套比较参数。这些参数包括成功率和失败率、学习模式和地点、互动程度、小组学习和个性化学习、有实践练习的课程、经济因素、自我调节学习、变化指标、技术工具、学习者满意度以及混合学习模式的影响。总之,本文有助于理解在线学习者的行为变化,并为教育者、管理者和在线教育提供者设计有效的在线学习环境提供有价值的信息。所确定的参数可作为未来研究的基础,研究同步或异步模式如何增强或阻碍在线学习者的整体学习体验。
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引用次数: 0
The Educational Recommendation System with Artificial Intelligence Chatbot: A Case Study in Thailand 人工智能聊天机器人教育推荐系统:泰国案例研究
Pub Date : 2024-06-05 DOI: 10.3991/ijep.v14i5.48491
Pinanta Chatwattana, Piyada Yangthisarn, Areeya Tabubpha
The educational recommendation system with an artificial intelligence (AI) chatbot is a system designed to operate on smartphones and is intended for use at the College of Industrial Technology in Thailand. Compatible with both iOS and Android operating systems, the educational recommendation system in this research is capable of providing educational recommendations and valuable information about the engineering degree program. It includes information about the Electronics Engineering Technology Department, relevant bodies of knowledge that can enhance awareness and public relations, and a proactive introduction to information. The main objectives of this study are to develop the capacity to analyze educational issues and provide useful and accurate information for educational recommendations, as well as to explore the possibilities for enhancing this system. The results of the study address the three research questions and demonstrate that the process and structure of the educational recommendation system with an AI chatbot can be utilized to create educational recommendation tools in higher education. These tools are accessible anywhere and at any time through small mobile devices. The system is also compatible with popular social media applications and is capable of analyzing user questions precisely and accurately to find the optimal answers that can meet the user’s needs. However, there are still gaps in the research that need to be investigated in the future. These studies should include exploring a broader range of applications among the general population and educational settings to assess the effectiveness of the educational recommendation system with an AI chatbot. Additionally, they should examine the skills that impact the utilization of educational technology in various contexts.
带有人工智能(AI)聊天机器人的教育推荐系统是一个设计在智能手机上运行的系统,供泰国工业技术学院使用。本研究中的教育推荐系统兼容 iOS 和 Android 操作系统,能够提供有关工程学位课程的教育推荐和有价值的信息。它包括电子工程技术系的信息、可提高认知度和公共关系的相关知识体系以及主动介绍信息。本研究的主要目标是发展分析教育问题的能力,为教育建议提供有用和准确的信息,并探索加强这一系统的可能性。研究结果解决了三个研究问题,并证明可以利用人工智能聊天机器人教育推荐系统的流程和结构,在高等教育中创建教育推荐工具。这些工具可以通过小型移动设备随时随地访问。该系统还能与流行的社交媒体应用兼容,并能准确无误地分析用户问题,找到满足用户需求的最佳答案。然而,研究中仍存在一些空白,需要在未来进行调查。这些研究应包括在普通人群和教育环境中探索更广泛的应用,以评估人工智能聊天机器人教育推荐系统的有效性。此外,他们还应该研究影响在各种环境下使用教育技术的技能。
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引用次数: 0
A Comprehensive Analysis of Faculty Adoption of Cloud Computing E-Learning in Ghanaian Technical Universities 加纳技术大学教师采用云计算电子教学的综合分析
Pub Date : 2024-06-05 DOI: 10.3991/ijep.v14i5.47841
E. Armah, I. S. Ali
Cloud-based e-learning is a technology used to enhance teaching and learning in universities. However, its adoption in technical universities is low, and research into the factors influencing teacher adoption is limited. To address this situation, a study was conducted at Ghanaian technical universities to examine the determinants of teachers’ adoption of cloud-based e-learning. The study involved 1258 respondents, the majority of whom were male (853, or 67.8%), aged between 30 and 40 (47%), and 79.1% had a master’s degree. The results showed that individuals with a master’s degree had a higher level of knowledge of cloud-based e-learning compared to those with a bachelor’s, doctorate, or another master’s degree in technology. The study identified seven factors influencing the use of cloud-based e-learning, including pedagogical innovation, e-infrastructure readiness, cloud-based e-learning security, university location, the usefulness of cloud-based e-learning, and provider support. Interestingly, the cost of cloud-based e-learning had no significant impact.
基于云的电子学习是一种用于提高大学教学质量的技术。然而,该技术在技术大学的采用率很低,对影响教师采用该技术的因素的研究也很有限。针对这种情况,我们在加纳技术大学开展了一项研究,探讨教师采用云端电子学习的决定因素。研究涉及 1258 名受访者,其中大多数为男性(853 人,占 67.8%),年龄在 30-40 岁之间(47%),79.1% 的受访者拥有硕士学位。结果显示,与拥有学士、博士学位或其他技术硕士学位的受访者相比,拥有硕士学位的受访者对基于云的电子学习的了解程度更高。该研究发现了影响云电子教学使用的七个因素,包括教学创新、电子基础设施的准备程度、云电子教学的安全性、大学所在地、云电子教学的实用性以及提供商的支持。有趣的是,基于云的在线学习的成本并没有显著影响。
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引用次数: 0
5G Technology for Innovation Education (Sustainable Development Goals 4): A Systematic Review 5G 技术促进创新教育(可持续发展目标 4):系统回顾
Pub Date : 2024-06-05 DOI: 10.3991/ijep.v14i5.48063
Joselyn Zapata-Paulini, M. Cabanillas-Carbonell
Access to quality education remains a significant global challenge today. In line with the goals outlined by the World Health Organization (WHO) in its 2030 agenda, ensuring access to education is a fundamental objective. Consequently, it is imperative to undertake an investigation into the influence of technological innovation on educational practices. This study examines the impact of incorporating the 5G network into educational settings to improve learning experiences. The analysis covered 134 articles, 62 of which were deemed relevant, classifying the research as ongoing projects or pilot studies for future exploration. The main digital tools identified were artificial intelligence, the Internet of Things, virtual reality, and machine learning. The use of the 5G network appears to have a more significant impact on higher education and universities. Research in this field is mainly concentrated in Europe, America, and Asia. In addition, it is clear that the adoption of 5G technology is influencing pedagogical methods, emphasising immersive learning, e-learning platforms, and flipped classrooms. This study argues for further research into the integration of technology in education, advocating a careful examination of the implementation of 5G infrastructure and its potential to improve access to high-quality education.
接受优质教育仍然是当今全球面临的一项重大挑战。根据世界卫生组织(WHO)在其 2030 年议程中提出的目标,确保受教育机会是一项基本目标。因此,当务之急是调查技术创新对教育实践的影响。本研究探讨了将 5G 网络纳入教育环境对改善学习体验的影响。分析涵盖了 134 篇文章,其中 62 篇被认为是相关的,将研究归类为正在进行的项目或未来探索的试点研究。确定的主要数字工具包括人工智能、物联网、虚拟现实和机器学习。5G 网络的使用似乎对高等教育和大学产生了更大的影响。这一领域的研究主要集中在欧洲、美洲和亚洲。此外,5G 技术的应用显然正在影响教学方法,强调沉浸式学习、电子学习平台和翻转课堂。本研究认为,应进一步研究教育中的技术整合问题,提倡仔细研究 5G 基础设施的实施情况及其改善优质教育机会的潜力。
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引用次数: 0
Augmented Reality for the Development and Reinforcement of Spatial Skills: A Case Applied to Civil Engineering Students 开发和强化空间技能的增强现实技术:应用于土木工程专业学生的案例
Pub Date : 2024-06-05 DOI: 10.3991/ijep.v14i5.47473
Lisette Abrahamzon Garcia, Katerina Galantini Velarde, Ana Luna Torres
The architecture, engineering, construction, and operation (AECO) industry has brought transformations within the field. Despite the changes, traditional teaching methods such as analyzing two-dimensional plans and models are still being used in training processes, which do not effectively promote the development of spatial skills. In this context, augmented reality (AR) can be used as a tool to translate two-dimensional information into three-dimensional space. Thus, the present study explores the use of the VT-Platform AR tool to develop and reinforce spatial skills among undergraduate civil engineering students. The study follows a quantitative approach with a descriptive scope and an experimental design. Students in the sanitary engineering subject were divided into two groups: an experimental group and a control group. A short-term teaching-learning methodology was proposed for the experimental group using the VT-Platform AR tool. Both groups took the differential aptitude test (DAT) to measure their spatial skills. The experimental group showed a higher average score compared to the control group, with a difference of 29.8%. Furthermore, the use of the VT-Platform AR tool helped standardize the level of spatial skills within the experimental group. It was concluded that using the VT-Platform AR tool can effectively develop and reinforce spatial skills among students.
建筑、工程、施工和运营(AECO)行业带来了变革。尽管发生了变化,但在培训过程中仍在使用传统的教学方法,如分析二维平面图和模型,这并不能有效促进空间技能的发展。在这种情况下,增强现实(AR)可以作为一种将二维信息转化为三维空间的工具。因此,本研究探讨了如何使用 VT-Platform AR 工具来培养和强化土木工程专业本科生的空间技能。本研究采用定量方法、描述性范围和实验设计。卫生工程学科的学生被分为两组:实验组和对照组。实验组使用 VT-Platform AR 工具,提出了一种短期教学方法。两组学生都参加了能力差异测试(DAT),以测量他们的空间技能。与对照组相比,实验组的平均得分更高,相差 29.8%。此外,VT-Platform AR 工具的使用有助于标准化实验组的空间技能水平。结论是,使用 VT-Platform AR 工具可以有效培养和强化学生的空间技能。
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引用次数: 0
期刊
International Journal of Engineering Pedagogy (iJEP)
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