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Semantic and Content-Based Medical Image Retrieval with Proven Pathology for Lung Cancer Diagnosis 基于语义和内容的医学图像检索与已证实的病理肺癌诊断
Pub Date : 2021-11-29 DOI: 10.46300/91015.2021.15.33
Preeti Aggarwal, H. K. Sardana, R. Vig
In lung cancer computer-aided diagnosis (CAD) systems, having an accurate ground truth is critical and time consuming. Due to lack of ground truth and semantic information, lung CAD systems are not progressing in the manner these are supposed to. In this study, we have explored Lung Image Database Consortium (LIDC) database containing annotated pulmonary computed tomography (CT) scans, and we have used semantic and content-based image retrieval (CBIR) approach to exploit the limited amount of diagnostically labeled data in order to annotate unlabeled images with diagnoses. We evaluated the method by various combinations of lung nodule sets as queries and retrieves similar nodules from the diagnostically labeled dataset. In calculating the precision of this system Diagnosed dataset and computer-predicted malignancy data are used as ground truth for the undiagnosed query nodules. Our results indicate that CBIR expansion is an effective method for labeling undiagnosed images in order to improve the performance of CAD systems while tested on PGIMER data. Also a little knowledge of biopsy confirmed cases can also assist the physician’s as second opinion to mark the undiagnosed cases and avoid unnecessary biopsies
在肺癌计算机辅助诊断(CAD)系统中,获得准确的基线是至关重要且耗时的。由于缺乏基础真理和语义信息,肺部CAD系统没有按照预期的方式发展。在这项研究中,我们探索了肺图像数据库联盟(LIDC)包含肺部计算机断层扫描(CT)注释的数据库,我们使用语义和基于内容的图像检索(CBIR)方法来利用有限数量的诊断标记数据,以便用诊断注释未标记的图像。我们通过肺结节集的各种组合来评估该方法,并从诊断标记的数据集中检索相似的结节。在计算该系统的精度时,使用诊断数据集和计算机预测的恶性肿瘤数据作为未诊断查询结节的基础真值。我们的研究结果表明,CBIR扩展是一种有效的方法来标记未诊断图像,以提高CAD系统在PGIMER数据上测试的性能。此外,对活检确诊病例的了解也可以帮助医生作为第二意见来标记未确诊病例,避免不必要的活检
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引用次数: 0
Mobile Computing as a Support to Teach the Concept of Function 移动计算作为功能概念教学的支持
Pub Date : 2021-11-28 DOI: 10.46300/91015.2021.15.22
Elena Fabiola Ruiz Ledesma, Juan Jesús Gutiérrez García
We make a proposal to teach the concept of function using mobile computing. This proposal is based on research that has support in education theories such as Constructivism and Problem Solving Learning. In the first part we show the difficulties that undergraduate Computer Science students have in the first semester of Engineering while working with that mathematical concept. And application to be used by the students anywhere and anytime in mobile devices is designed that process data and is intended to show them the concept of function in a problem solving situation. The proposed activities are part of the education methodology used in the research and within this paper we show the diagnostic questionnaire as one of the methodological tools and its results supporting the designed activities and its application to mobile devices
我们提出了利用移动计算进行函数概念教学的建议。这一建议是基于研究得到支持的教育理论,如建构主义和问题解决学习。在第一部分中,我们展示了计算机科学本科学生在工程第一学期处理数学概念时遇到的困难。学生可以随时随地在移动设备上使用的应用程序是用来处理数据的,目的是向他们展示在解决问题的情况下功能的概念。拟议的活动是研究中使用的教育方法论的一部分,在本文中,我们将诊断问卷作为方法论工具之一,其结果支持设计的活动及其在移动设备上的应用
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引用次数: 0
Applying Robots as Teaching Assistant in EFL Classes at Iranian Middle-Schools 机器人在伊朗中学英语课堂教学中的应用
Pub Date : 2021-11-28 DOI: 10.46300/91015.2021.15.24
A. Meghdari, M. Alemi, M. Ghaazisaidi, A. Taheri, A. Karimian, M. Vakili
Since its invention, robots have been developed for various purposes and needs, quite similar to personal computers in their early days. However, with the advancement of technology, it is anticipated that in near future one of the cutting-edge technologies to be used in “language teaching and learning” is robotics. Humanoid and/or animal shaped robots will soon gain more attention as a fancy tool for 1st and 2nd language teaching in mid-schools/high schools around the globe. At CEDRA, we are currently exploring the design and application of educational service robots to initiate and pioneer Robotics Assisted Language Learning (RALL) in Iranian schools. With the proliferation of computers and mobile devices, Computer Assisted Language Learning (CALL) and Mobile Assisted Language Learning (MALL) have been in the limelight for 2nd language instructional theories for about a decade or more. However, utilizing robots to support language teaching and learning can certainly enhance today's conventional techniques. Robots not only have the features and interfaces already being employed in CALL/MALL, but are also capable of autonomous movements, visual/voice recognition, and physical/ environmental interactions when equipped with various sensors. Although computers or mobile devices also can be capable of nonverbal communication employing cyber characters/videos, robots are notable in their capacity for nonverbal communication, such as facial expressions, gestures and actions, while coexisting with users in a real environment such as the home/classroom. Additionally, robots are different from computers and mobile devices in a way that they have a friendly appearance and are successfully capable of keeping social relations. This article covers an overview of the subject and our current activities/findings in the interdisciplinary field of RALL in the English as a Foreign Language (EFL) classes and as a case study in the broader filed of Social Robotics in Iran
自从机器人被发明以来,人们为了各种各样的目的和需要而开发了机器人,这与早期的个人电脑非常相似。然而,随着科技的进步,预计在不久的将来,“语言教学”中使用的尖端技术之一就是机器人技术。人形和/或动物形状的机器人将很快获得更多的关注,作为全球初中/高中第一和第二语言教学的奇特工具。在CEDRA,我们目前正在探索教育服务机器人的设计和应用,以在伊朗学校开创机器人辅助语言学习(RALL)。随着计算机和移动设备的普及,计算机辅助语言学习(CALL)和移动辅助语言学习(MALL)在近十多年来一直是第二语言教学理论的焦点。然而,利用机器人来支持语言教学当然可以提高今天的传统技术。机器人不仅具有CALL/MALL中已经使用的功能和界面,而且在配备各种传感器时,还能够自主运动,视觉/语音识别以及物理/环境交互。虽然计算机或移动设备也可以使用网络角色/视频进行非语言交流,但机器人在与用户在家庭/教室等真实环境中共存时,其非语言交流能力(如面部表情、手势和动作)值得注意。此外,机器人与电脑和移动设备的不同之处在于,它们有一个友好的外表,并且能够成功地保持社会关系。本文概述了该主题以及我们在英语作为外语(EFL)课程中RALL跨学科领域的当前活动/发现,并作为伊朗社交机器人更广泛领域的案例研究
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引用次数: 11
Life-Long Learning Know-How Transfer Centers for Flood Risk Assessment in Romania and Hungary 罗马尼亚和匈牙利洪水风险评估终身学习知识转移中心
Pub Date : 2021-11-28 DOI: 10.46300/91015.2021.15.29
I. David, E. Beilicci, Z. Nagy
The sector affected by surplus or scarcity of water requires proper understanding of river and landscape system behavior, what is possible to be done to prevent potential damages and losses need skilled professionals, who are familiar also with the newest IT based hydroinformatic tools and technological achievements to find the best possible solutions. An extensive programs of Water Authorities in Romania and in Hungary have been running to provide flood risk maps in all the main river basins including also those which across the both countries. The obtained results will be contribute to the better understanding and general prediction of flooding on the major river systems and assist the governments to act (in real time and space) in accordance with contingency planning based on flood risk management plans, moreover future development plans of regions and cities will get a proper guidance and platforms for future feasibility studies. However Flood Directive implementation has been ongoing in Romania and Hungary, `bridging and direct trainings` for relevant sectors as it is planned in this project have not been provided and have not been planned for future in Romania and Hungary. Based on these needs in 2011 was initiated and organized an international cooperation project financed by the European Union with the theme: “Development of knowledge canters for life-long learning by involving of specialists and decision makers in flood risk management using advanced Hydroinformatic tools” [1]. In this paper we give a brief overview of the main objectives proposed, a description of the partners and some aspects of the activities developed in the project and some of the results obtained
受水资源过剩或短缺影响的部门需要正确理解河流和景观系统的行为,如何防止潜在的损害和损失需要熟练的专业人员,他们也熟悉最新的基于IT的水文信息工具和技术成果,以找到最佳的解决方案。罗马尼亚和匈牙利水务局开展了一项广泛的项目,为所有主要河流流域提供洪水风险地图,包括两国境内的河流流域。所获得的结果将有助于更好地了解和全面预测主要水系的洪水,并协助政府根据洪水风险管理计划的应急规划(实时和空间)采取行动,并为未来的区域和城市发展规划提供适当的指导和平台。然而,在罗马尼亚和匈牙利,《洪水指令》的实施一直在进行中,但该项目并未为相关部门提供“衔接和直接培训”,罗马尼亚和匈牙利也没有为未来提供相关培训的计划。基于这些需求,2011年启动并组织了一个由欧盟资助的国际合作项目,其主题是:“利用先进的水文信息学工具,让专家和决策者参与洪水风险管理,发展终身学习的知识中心”[1]。在本文中,我们简要概述了提出的主要目标,描述了合作伙伴和项目中开展的活动的某些方面以及获得的一些结果
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引用次数: 0
MeLOD
Pub Date : 2021-11-28 DOI: 10.46300/91015.2021.15.31
Marco Arrigo, Davide Taibi, G. Fulantelli
In the last few years, many applications for mobile devices have been developed to support learning experiences both in formal and informal contexts. One of the main limits of these applications concerns the development of learning materials suitable for mobile learning contexts. In fact, learning content must be usually prepared in advance by teachers and maintained during the whole lifespan of the application. In this paper, we present MeLOD, a mobile learning environment, which exploits the huge amount of dataset in the Linked Open Data (LOD) cloud to overcome the previous issue, and provides contextualized and continuously updated information based on students’ location. The position of the student sent by the mobile device is used to interlink Geonames DBpedia and Europeana datasets to provide information about all the interesting cultural heritage sites close to the student. Moreover, students social activities like voting and commenting are used to enhance the knowledge base of the environment and to provide recommendations for next students’ visits.
在过去的几年里,许多移动设备的应用程序已经被开发出来,以支持在正式和非正式环境中的学习体验。这些应用程序的主要限制之一涉及适合移动学习环境的学习材料的开发。事实上,学习内容通常必须由教师提前准备,并在应用程序的整个生命周期中保持。在本文中,我们提出了MeLOD,一个移动学习环境,它利用链接开放数据(LOD)云中的大量数据集来克服之前的问题,并根据学生的位置提供上下文化和不断更新的信息。移动设备发送的学生位置用于连接Geonames DBpedia和Europeana数据集,以提供有关该学生附近所有有趣的文化遗产的信息。此外,学生的社会活动,如投票和评论被用来增强对环境的知识基础,并为下一个学生的访问提供建议。
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引用次数: 0
Towards a New Mobile Educational Model 迈向新的移动教育模式
Pub Date : 2021-11-28 DOI: 10.46300/91015.2021.15.26
Ouiame Filali Marzouki, M. Khalidi Idrissi, S. Bennani
The development of mobile technologies and wireless networks encourages more research on Mobile Learning. Reviewing irregular verbs on a bus or organizing a training schedule on a Smartphone is becoming more common today. Mobile learning complements and enhances existing learning systems. Its development has been slowed in the early 2000s by both technical limitations and lack of dedicated teaching models. This article focuses on educational issues and proposes a solution by adopting the Method for Engineering Learning Systems MISA. Our work aims to identify basic elements, key characteristics and dimensions for developing the appropriate content for mobility. These elements are the basis for customization of the MISA method. Indeed, the different steps of MISA are governed by operating principles which ensure greater consistency and flexibility. Taking into account the specifications of Mobile learning in the development of these principles, we can adapt MISA to design a mobile learning system.
移动技术和无线网络的发展鼓励了更多关于移动学习的研究。如今,在公交车上复习不规则动词或在智能手机上安排训练日程变得越来越普遍。移动学习是对现有学习系统的补充和增强。由于技术限制和缺乏专门的教学模式,它的发展在21世纪初有所放缓。本文针对教育问题,提出了采用工程学习系统MISA方法的解决方案。我们的工作旨在确定基本要素、关键特征和维度,以开发适合移动性的内容。这些元素是MISA方法定制的基础。事实上,MISA的不同步骤是由确保更大的一致性和灵活性的操作原则所管理的。考虑到在这些原则的发展过程中移动学习的规范,我们可以采用MISA来设计一个移动学习系统。
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引用次数: 0
Use of Virtual Reality in Teaching Fractions at Elementary Level 虚拟现实在小学分数教学中的应用
Pub Date : 2021-11-28 DOI: 10.46300/91015.2021.15.28
Elena Fabiola Ruiz Ledesma, Abiel Tomás Parra Hernández
The learning difficulties of the mathematical concept of fraction is a topic that has been studied by different mathematical educators, but still is a relevant topic today, because despite the proposals that have been made to improve learning, they have not been used for all teachers besides those few that are involved in the use of the technology. Besides that there is little educational software that is based on research and is validated to be taken to the classroom. This article shows a virtual system that has been created for the student to interact with it in order to connect his knowledge with his play skills, skills of discovery, reasoning, communication among others and may have a significant learning of fraction
分数数学概念的学习困难是一个被不同的数学教育家研究过的话题,但今天仍然是一个相关的话题,因为尽管已经提出了改善学习的建议,但除了那些少数参与使用该技术的教师外,这些建议并没有被所有教师使用。除此之外,很少有教育软件是基于研究,并被验证到课堂上。这篇文章展示了一个虚拟系统,这个系统是为学生创建的,为了将他的知识与他的游戏技能、发现技能、推理技能、交流技能联系起来,并且可能有一个重要的学习分数
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引用次数: 0
Actor-networks, a Project in Engineering Education 行动者网络:工程教育中的一个项目
Pub Date : 2021-11-28 DOI: 10.46300/91015.2021.15.23
J. Figueiredo
Actor-network theory represents a way to look at things, very different from traditional approaches. Convinced that actor-networks can provide an excellent mindset to deal with innovation in engineering education we present a concise background on the topic oriented to this knowledge area. We deal with knowledge, learning, contexts, and actor networking within situated cooperative environments. We deal with the articulation of planned approaches and policies, providing ideas to explore contexts in which we can improve people’s involvement and design some innovative strategies and artifacts. We address the conciliation of sensibilities that normally wouldn’t be able to cooperate. We try to imagine a space of translations and negotiations that facilitate the formulation of problems as a combination of detours and extensions, constructing alignments to a goal
行动者网络理论代表了一种看待事物的方式,与传统方法非常不同。相信行动者网络可以提供一个很好的思维方式来处理工程教育的创新,我们提出了一个简明的背景,面向这一知识领域的主题。我们在合作环境中处理知识、学习、情境和行动者网络。我们处理计划的方法和政策的衔接,提供想法来探索环境,在这些环境中我们可以改善人们的参与,并设计一些创新的策略和工件。我们解决了通常无法合作的敏感问题。我们试图想象一个翻译和谈判的空间,它促进了问题的表述,作为迂回和延伸的结合,构建了一个目标的联盟
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引用次数: 0
Power System Simulation Laboratory as a Modern Educational Tool 作为现代教育工具的电力系统仿真实验室
Pub Date : 2021-11-28 DOI: 10.46300/91015.2021.15.27
A. Sauhats, D. Zalostiba, A. Dolgicers, Andrejs Utans, G. Bockarjova, Edīte Bieļa-Dailidoviča, D. Antonovs
To ensure the success of the personnel of power systems are required not only deep theoretical knowledge’s but also practical skills, the acquisition of which in modern universities is associated with considerable difficulties. The paper provides an overview of opportunities to overcome part of these difficulties by creating automation and protective relaying testing educational and research laboratory. To generate testing signals power system emergency processes records and simulation software are used. For education purposes microprocessorbased, suitable for digital input testing signals terminal is created
为了保证电力系统人员的成功,不仅需要深厚的理论知识,而且需要实践技能,而这些技能在现代大学的获得是相当困难的。本文概述了通过创建自动化和保护继电器测试教育和研究实验室来克服这些困难的机会。为了产生测试信号,使用了电力系统应急过程记录和仿真软件。以微处理器为基础,创建了适合于数字输入测试信号的终端
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引用次数: 0
Simulation as a Resource in the Calculus Solving Problem 模拟作为微积分解题的资源
Pub Date : 2021-11-28 DOI: 10.46300/91015.2021.15.25
Elena Fabiola Ruiz Ledesma, Juan Jesús Gutiérrez García
This article is derived from the research project and developed at School of Computer Sciences of the National Polytechnic Institute of Mexico. The article reports on the problems found among engineering students with respect to their resistance to using different representation registers when solving optimization problems in the Calculus Learning Unit. Use of such registers could help the students to build mathematics knowledge and to solve calculus problems. As a didactic strategy, simulations are used in an electronic environment in order to support the students by fostering their use of tabular, graphical and algebraic representation registers. Interviews are undertaken of six of the professors who gave the calculus courses, and a diagnostic questionnaire was applied to 68 students prior to and after working with the proposal. As for the theoretical framework, the work reported by Duval and Hitt is salient in this report, particularly their emphasis of the fact that working on activities by way of one single representation system is not sufficient. From the first responses provided by the students, one can conclude that the algebraic register is preferred by the majority of students. It is however used in a mechanical fashion without affording any meaning to the content of the problem and to the process of solving it. Another conclusion reported is that implementing tasks in the classroom in which the mathematics activity requires coherent use of different representations is necessary
本文来源于墨西哥国立理工学院计算机科学学院的研究项目。本文报告了工程专业学生在解决微积分学习单元中的优化问题时,对使用不同表示寄存器的抵制问题。使用这些寄存器可以帮助学生建立数学知识和解决微积分问题。作为一种教学策略,在电子环境中使用模拟,以通过培养学生使用表格、图形和代数表示寄存器来支持他们。对教授微积分课程的六位教授进行了访谈,并对68名学生进行了诊断问卷调查。至于理论框架,Duval和Hitt报告的工作在本报告中是突出的,特别是他们强调了这样一个事实,即通过单一的代表制度来开展活动是不够的。从学生提供的第一反应,我们可以得出结论,代数注册是首选的大多数学生。然而,它只是以机械的方式使用,对问题的内容和解决问题的过程没有任何意义。报告的另一个结论是,在课堂上执行数学活动需要连贯使用不同表征的任务是必要的
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引用次数: 0
期刊
International Journal of Systems Applications, Engineering & Development
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