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2022 20th International Conference on Information Technology Based Higher Education and Training (ITHET)最新文献

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Method for assessing individual students in teamwork at school 评估学校团队合作中个别学生的方法
Iliana Tsvetkova, Kiril Bankov
Teamwork is getting more and more popular in school. It has many advantages that are suitable for the new requirements of the schools of the 21st century and the pandemic situation caused by COVID-19. One of the main challenges of teamwork is the assessment of each individual student. It is not a good practice to assign one and the same mark to all students in the team since their contributions to the work are usually not equal. Therefore, a method for assessing the individual contribution of the students in teamwork should be developed. Such a method is discussed in the paper.
团队合作在学校越来越受欢迎。它具有许多优点,适合21世纪学校的新要求和COVID-19引起的大流行形势。团队合作的主要挑战之一是对每个学生的评估。给团队中所有的学生都打一个相同的分数并不是一个好的做法,因为他们对工作的贡献通常是不相等的。因此,应该开发一种评估学生在团队合作中的个人贡献的方法。本文对这种方法进行了讨论。
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引用次数: 0
How Fantasy May Affect Student Engagement in Gamified Fully Online Classes: A Mixed-Method Study 幻想如何影响学生在游戏化全在线课程中的参与度:一项混合方法研究
Shurui Bai, K. Hew, D. Gonda
Even though online learning has become the ‘new normal’ in many educational institutes around the world, its implementation is not always smooth sailing. Fully online learning often suffers from a lack of student engagement. It is therefore important for us to explore ways to alleviate student disengagement in online learning. In this study, we report the use of the goal-access-feedback-challenge-collaboration-fantasy (GAFCC-F) design model in online gamified classes. This mixed-method study examines the effects of exogenous and endogenous fantasies on student intrinsic motivation and course engagement. Study 1 was an exogenous fantasy embedded gamified online class where the plots and story have no association with the learning tasks on Moodle. Study 2 was an endogenous fantasy context where the plots could reflect the content of learning tasks. The results showed that the endogenous fantasy is more likely to improve student intrinsic motivation and course engagement than the exogenous fantasy context. Students immersed in the endogenous fantasy enjoyed doing the learning tasks more than the exogenous fantasy. Students’ perceptions of both types of fantasy were also explored.
尽管在线学习已经成为世界各地许多教育机构的“新常态”,但它的实施并不总是一帆风顺。完全的在线学习往往缺乏学生的参与。因此,对我们来说,探索如何减轻学生对在线学习的脱离感是很重要的。在这项研究中,我们报告了在在线游戏化课程中使用目标-访问-反馈-挑战-协作-幻想(GAFCC-F)设计模型。这个混合方法的研究考察了外源性和内源性幻想对学生内在动机和课程投入的影响。研究1是一个外生幻想嵌入游戏化在线课程,其中情节和故事与Moodle上的学习任务没有关联。研究2是一个内源性幻想情境,情节可以反映学习任务的内容。结果表明,内源性幻想情境比外源性幻想情境更有可能提高学生的内在动机和课程参与度。沉浸在内生幻想中的学生比沉浸在外生幻想中的学生更喜欢完成学习任务。学生对这两种类型的幻想的看法也进行了探讨。
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引用次数: 1
Estimating Student Grades through Peer Assessment as a Crowdsourcing Calibration Problem 通过同侪评估估计学生成绩作为众包校准问题
Yunkai Xiao, Yinan Gao, Chuhuai Yue, E. Gehringer
There is a trend to move education into an online environment, especially when offline learning is restricted by time, space, availability, or is impacted by issues such as a public health incident. Evaluating students’ performance in online education has always been challenging. Objective questions, which can be graded automatically, could only assess certain aspects of students’ mastery of knowledge. A grading problem appears if subjective questions exist, primarily when the class is taught at scale. Many online education platforms have been using peer assessment to resolve this problem. Aside from that, peer assessment also improves interactions between students, instructors, and peers. While peer assessment has some inherent weaknesses, reviewers may not have the same ability or attitude toward reviewing others, and the feedback generated by them shall not be taken at face value. Many algorithms have been developed to evaluate annotators’ trustworthiness and generate reliable labels in the crowdsourcing industry. We proposed an algorithm under the same concept that could provide accurate automated grading, an overview of students’ weaknesses from peer feedback, and identify reviewers who lack an understanding of certain concepts. This information allows instructors to offer targeted training and create data-driven lesson plans.
有一种趋势是将教育转移到在线环境,特别是当离线学习受到时间、空间、可用性的限制或受到公共卫生事件等问题的影响时。评估学生在网络教育中的表现一直是一个挑战。客观问题,可以自动评分,只能评估学生对知识掌握的某些方面。如果存在主观问题,评分问题就会出现,主要是在班级规模教学时。许多在线教育平台一直在使用同伴评估来解决这个问题。除此之外,同伴评估还可以改善学生、教师和同伴之间的互动。虽然同行评议存在一些固有的弱点,但评议者对他人评议的能力和态度可能不尽相同,不能只看他们的反馈。在众包行业中,已经开发了许多算法来评估注释者的可信度并生成可靠的标签。我们在相同的概念下提出了一种算法,可以提供准确的自动评分,从同行反馈中概述学生的弱点,并识别对某些概念缺乏理解的审稿人。这些信息使教师能够提供有针对性的培训并创建数据驱动的课程计划。
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引用次数: 0
ELMO2EDS: Transforming Educational Credentials into Self-Sovereign Identity Paradigm ELMO2EDS:将教育证书转变为自主身份范式
Patrick Herbke, Hakan Yildiz
Digital credentials in education make it easier for students to apply for a course of study, a new job, or change a higher education institute. Academic networks, such as EMREX, support the exchange of digital credentials between students and education institutes. Students can fetch results from one educational institute and apply for a course of study at another educational institute. Digital signatures of the issuing institution can verify the authenticity of digital credentials. Each institution must provide the integration of EMREX using its identity management system. In this paper, we investigate how digital credentials can be integrated into the Self-Sovereign Identity ecosystem to overcome the known issues of academic networks. We examine known issues such as the authentication of students. Self-Sovereign Identity is a paradigm that gives individuals control of their digital identities. Based on our findings, we propose ELMO2EDS, a solution that 1) converts digital credentials from EMREX to a suitable Self-Sovereign Identy data format, 2) enables authenticating a student, and 3) enables issuing, storing, and verification of achieved study.
教育中的数字证书使学生更容易申请课程,新工作或更换高等教育机构。学术网络,如EMREX,支持学生和教育机构之间的数字证书交换。学生可以从一所教育机构取得成绩,然后申请另一所教育机构的课程。颁发机构的数字签名可以验证数字凭证的真实性。每个机构必须使用其身份管理系统提供EMREX的集成。在本文中,我们研究了如何将数字证书集成到自我主权身份生态系统中,以克服学术网络的已知问题。我们检查已知的问题,如学生的身份验证。自我主权身份是一种范式,让个人控制自己的数字身份。基于我们的研究结果,我们提出了ELMO2EDS,这是一个解决方案,1)将EMREX的数字证书转换为合适的自我主权身份数据格式,2)允许对学生进行身份验证,以及3)允许发布,存储和验证已完成的学习。
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引用次数: 0
A Critical Analysis on the Transfer of Learning Technologies in Higher Education Curriculum Design 高等教育课程设计中学习技术转移的批判性分析
Kenneth Howah, E. Gide
Transfer of Learning (“transfer”) has been studied for many decades in various fields dealing with the cognitive sciences such as psychology, learning, and education. A distinction between near transfer and far transfer is generally accepted, the latter referring to significant dissimilarities along various dimensions between an original learning context and a later situation requiring the application of knowledge [1]. The far transfer of learning is the putative goal of education. However, the focus in higher education practices on this phenomenon is not generally commensurate with its importance for students about to graduate from formal schooling to permanent employment. Yet at this time of their life, transfer of prior learning becomes an issue arguably more critical than in any other period.This paper pulls together some of the key literature describing studies into the transfer of learning, and argues that the phenomenon should receive much more attention and focus in higher education than it does.Although there is some doubt in the literature about the nature or efficacy of transfer, the doubts appear to rely on scientifically narrow definitions of transfer which exclude deliberate interventions that facilitate transfer. However, such narrow approaches are unnecessary for effective application in an educational context. This is because there is substantial accumulated evidence in the literature that a wide range of practical interventions are possible in learning, teaching, and assessment in higher education that have been shown to directly facilitate the transfer of learning.
学习迁移(“迁移”)已经在心理学、学习和教育等认知科学的各个领域进行了数十年的研究。近迁移和远迁移之间的区别被普遍接受,后者指的是原始学习情境和后来需要应用知识的情境之间在各个维度上的显著差异[1]。学习的远端转移是教育的公认目标。然而,高等教育实践对这一现象的关注通常与它对即将从正规学校毕业到永久就业的学生的重要性不相称。然而,在他们生命的这个阶段,先前学习的转移成为一个可以说比任何其他时期都更重要的问题。本文汇集了一些描述学习迁移研究的关键文献,并认为这一现象应该在高等教育中得到更多的关注和关注。虽然文献中对转移的性质或有效性存在一些疑问,但这些疑问似乎依赖于科学上对转移的狭隘定义,这些定义排除了促进转移的故意干预。然而,这种狭隘的方法对于在教育环境中有效应用是不必要的。这是因为文献中积累的大量证据表明,在高等教育的学习、教学和评估中,广泛的实际干预是可能的,这些干预已被证明可以直接促进学习的转移。
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引用次数: 0
The Design and Implementation of Quantum Finance Software Development Kit (QFSDK) for AI Education 面向人工智能教育的量子金融软件开发工具包(QFSDK)的设计与实现
Luochao Wang, Raymond S. T. Lee
For the past several decades, with the rapid development of internet technologies and online transaction platforms, financial institutions and investors are facing huge challenges from the global economic environment that financial markets are becoming more unpredictable and volatile than before, especially in the stock markets, commodity markets and cryptocurrency markets. Interest and awareness of Artificial Intelligence and Quantum Finance are growing so fast that both academia and higher education are struggling to keep up with the accelerating demand of financial markets. Quantum finance is a newly developed interdisciplinary program with the integration of quantum theory, computational finance, and even computer science, which requires students to have comprehensive knowledge reserves. Meanwhile, it is extremely complicated for students to use a programming language to realize quantum finance calculations from scratch. To facilitate curricula teaching, and hands-on usage of quantum finance and AI, a Quantum Finance Software Development Kit (QFSDK) is proposed based on the author’s previous research on Quantum Finance Theory and other AI research findings. The QFSDK was prepared in python programming language as the first step in introducing students to the concepts and applications of quantum finance. The QFSDK bridges the theoretical and practical chasm for learners by developing a quantum finance calculator library. It serves as an open-source template that encourages heavy contextual modification, and it supports any online platforms in the python programming language.
在过去的几十年里,随着互联网技术和在线交易平台的快速发展,金融机构和投资者面临着来自全球经济环境的巨大挑战,金融市场变得比以前更加不可预测和波动,特别是在股票市场,商品市场和加密货币市场。对人工智能和量子金融的兴趣和意识增长如此之快,以至于学术界和高等教育都在努力跟上金融市场不断增长的需求。量子金融是量子理论、计算金融乃至计算机科学相结合的新兴交叉学科,要求学生具备全面的知识储备。同时,对于学生来说,使用一种编程语言从头开始实现量子金融计算是极其复杂的。为了方便课程教学,以及量子金融和人工智能的实际应用,基于作者之前对量子金融理论和其他人工智能研究成果的研究,提出了量子金融软件开发工具包(QFSDK)。QFSDK是用python编程语言编写的,作为向学生介绍量子金融概念和应用的第一步。QFSDK通过开发量子金融计算器库为学习者弥合了理论和实践的鸿沟。它作为一个开源模板,鼓励大量的上下文修改,并且它支持python编程语言的任何在线平台。
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引用次数: 0
Using Learning Analytics to Explore the Role of Self-regulation in students’ Achievements in Synchronous Online Learning 运用学习分析探讨同步在线学习中自我调节在学生成绩中的作用
S. Alhazbi, M. A. Hasan
Learning analytics aims to understand and optimize learning process by collecting and analyzing traced learner’s data. To utilize its potential, it should involve educational theoretical frameworks to identify the indicators in the traced data as well as to interpret the results. In this paper, we use learning analytics to explore the role of students’ self-regulation in their achievements in synchronous online learning. The study identifies three indicators in students’ traced data to capture self-regulation: session attendance time, students’ submissions of self-assessments, and study regularity by assessing their correlations with the self-regulation scales measured by self-reported instruments. The results show that these indicators are positively correlated with the students’ achievements, so they can be used to predict students’ performance in synchronous online learning, and identify students at risk.
学习分析旨在通过收集和分析跟踪学习者的数据来理解和优化学习过程。为了发挥其潜力,它应该涉及教育理论框架,以确定跟踪数据中的指标并解释结果。在本文中,我们使用学习分析来探讨学生的自我调节在同步在线学习成绩中的作用。本研究确定了学生跟踪数据中的三个指标来捕捉自我调节:课程出勤时间、学生提交的自我评估和学习规律,通过评估它们与自我报告工具测量的自我调节量表的相关性。结果表明,这些指标与学生的学习成绩呈正相关,因此可以用来预测学生在同步在线学习中的表现,并识别存在风险的学生。
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引用次数: 1
Mariotel: A web-based virtual remote computer science lab 一个基于网络的虚拟远程计算机科学实验室
Jean-Vincent Loddo, R. Kanawati
This paper reports on the design, development and first use experience of Mariotel: a free-software project for deploying virtual remote computer science labs simply accessible from ordinary web browsers. Mariotel platform has been developed during the first generalized lockdown period due the Covid-19 pandemic situation. Simplicity has been the main principle that guided the design and development process of Mariotel. We show that this principle has largely contributed to the quick adoption of this new platform. The system has been successfully used at USPN since 2020. 42 different teachers have used the platform in order to supply ensure 9989 lab sessions, each has in average three hour duration.
本文报告了Mariotel的设计、开发和首次使用经验:Mariotel是一个免费软件项目,用于部署虚拟远程计算机科学实验室,只需通过普通的网络浏览器即可访问。Mariotel平台是在新冠疫情第一次全面封锁期间开发的。简单一直是指导Mariotel设计和开发过程的主要原则。我们表明,这一原则在很大程度上促进了这个新平台的快速采用。自2020年以来,该系统已在USPN成功使用。42位不同的老师使用了这个平台,以确保9989次实验,每次平均持续时间为3小时。
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引用次数: 0
A New Era of Plagiarism the Danger of Cheating Using AI 剽窃的新时代:利用人工智能作弊的危险
Yunkai Xiao, Soumyadeep Chatterjee, E. Gehringer
Recent development in AI algorithms has benefited many industries, but they also brought some problems to fairness in academic evaluation. Plagiarism is one of them, and little research has been put into it. This paper examines AI tools that can be used to plagiarize and preliminary findings using existing plagiarism detection algorithms. We found that tools commonly used to detect plagiarism in the academic field are vulnerable to attacks by these AI-based tools.
近年来人工智能算法的发展使许多行业受益,但也给学术评价的公平性带来了一些问题。抄袭就是其中之一,但很少有人对此进行研究。本文研究了可用于剽窃的人工智能工具以及使用现有剽窃检测算法的初步发现。我们发现,在学术领域,通常用于检测剽窃的工具很容易受到这些基于人工智能的工具的攻击。
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引用次数: 2
Experiences in the use of a unique open-book exam paper for every student in a cohort. 在一个队列中为每个学生使用独特的开卷试卷的经验。
Anthony Ward
Accounting and Finance is a core module for undergraduate students taking the Bachelor or Integrated Undergraduate Masters in Electronic Engineering with Business Management and in the taught Masters in Engineering Management at. the University of York. It is also a popular option module for all Electronic Engineering undergraduate programmes. It is traditionally assessed by a 2 question from 4 closed book exam testing students’ knowledge and understanding of the subject at its application to Engineering business problems. One of the many consequences of Covid was the inability to hold closed book exams and a switch mas made to an open book exam where students were required to answer 4 from 4 questions. This change had the advantage of testing more of the module learning outcomes but the disadvantages of opening the module up for cheating and a doubling of the marking load. With the cohort size just under 200 students the issuing of all students with a unique exam was trialed together with automatically marking as much as possible. The pilot was successful in that a unique exam was sent to 94% of the students and most questions could be marked automatically. The paper describes the automation process and provides recommendations on how this could be improved up.
会计与金融是我校电子工程与企业管理专业本科或综合本科硕士、工程管理专业授课型硕士的核心模块。约克大学。它也是所有电子工程本科课程的热门选修课。传统上,它是通过4道闭卷考试中的2道题来评估的,测试学生对该学科在工程商业问题中的应用的知识和理解。新冠肺炎疫情的诸多后果之一是无法举行闭卷考试,不得不改为开卷考试,要求学生回答4道题中的4道。这种变化的好处是测试了更多模块的学习结果,但缺点是将模块开放给作弊和加倍的评分负担。在不到200名学生的情况下,所有学生都参加了一场独特的考试,并尽可能多地进行了自动评分。试点成功的原因是,94%的学生都收到了一份独特的试卷,而且大多数问题都可以自动评分。本文描述了自动化过程,并就如何改进提供了建议。
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引用次数: 0
期刊
2022 20th International Conference on Information Technology Based Higher Education and Training (ITHET)
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