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Effects of Virtual Lab Experiences on Students’ Achievement and Perceptions of Learning Physics 虚拟实验室体验对学生物理学习成绩和认知的影响
IF 1.3 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2023-08-16 DOI: 10.3991/ijoe.v19i11.39049
Gülsüm Asiksoy
In engineering education, laboratory experimentation is as significant as theoretical education. However, inadequate laboratory facilities affect students’ abilities to learn. This study aimed to investigate the effect of virtual labs on students’ learning achievements and their perceptions of virtual physics lab activities. The study was carried out with 240 first-year engineering students enrolled in a physics laboratory course at a private university. In the study, data on learning achievement were collected from quizzes completed by students after the experiments. The data on the perception of the students about the virtual laboratory were collected at the end of the term, with the Virtual Laboratory Perception Scale shared online. The research results indicated that simulation-based physics experiments could positively affect students’ learning achievements. In addition, it was revealed that most students had very positive perceptions of virtual laboratory activities. The results obtained from this study can guide educators to prepare more effective laboratory environments.
在工程教育中,实验室实验与理论教育同样重要。然而,实验室设施的不足影响了学生的学习能力。本研究旨在探讨虚拟实验室对学生学习成绩的影响,以及学生对虚拟物理实验室活动的认知。这项研究是在一所私立大学物理实验课程的240名一年级工程系学生中进行的。在这项研究中,学习成绩的数据是从学生在实验结束后完成的测验中收集的。在学期结束时收集学生对虚拟实验室的感知数据,并在线共享虚拟实验室感知量表。研究结果表明,基于模拟的物理实验对学生的学习成绩有积极的影响。此外,大多数学生对虚拟实验室活动有非常积极的看法。本研究的结果可以指导教育工作者准备更有效的实验室环境。
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引用次数: 0
Digital and Mobile Applications for Autism Inclusion 自闭症包容的数字和移动应用
IF 1.3 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2023-08-16 DOI: 10.3991/ijoe.v19i11.37895
Ioanna Moraiti, Anestis Fotoglou, A. Drigas
The purpose of this research analysis is to identify the contribution of online applications to the integration of autistic individuals in typical educational contexts. The difficulties faced by both autistic people and teachers are analyzed. These difficulties are calls to improve the technology that has been introduced into the daily life of children and adults with autism. As people are becoming familiar with technology by a very young age, inexpensive applications can be used through devices such as mobiles/tablets. These applications have the power to strengthen areas in which autistic individuals fall behind. The research articles we have studied present data over the last decade, and their results are applicable to a large portion of the autistic population. Data highlighted in current analysis may be useful for improving web applications targeting autistic individuals and their families.
本研究分析的目的是确定在线应用程序在典型教育背景下对自闭症个体整合的贡献。分析了自闭症患者和教师面临的困难。这些困难要求改进已被引入自闭症儿童和成人日常生活的技术。由于人们在很小的时候就开始熟悉技术,因此可以通过手机/平板电脑等设备使用廉价的应用程序。这些应用程序有能力加强自闭症患者落后的领域。我们研究的研究文章提供了过去十年的数据,他们的结果适用于大部分自闭症人群。当前分析中强调的数据可能有助于改进针对自闭症患者及其家人的网络应用程序。
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引用次数: 0
Enhancing Health Monitoring and Active Aging in the Elderly Population: A Study on Wearable Technology and Technology-Assisted Care 加强老年人群健康监测与积极老龄化:可穿戴技术与技术辅助护理研究
IF 1.3 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2023-08-16 DOI: 10.3991/ijoe.v19i11.41929
Vichayanan Rattanawiboomsom, Samar Raza Talpur
The constant monitoring of human physical activity, behaviour, and physiological signs has undergone a revolution thanks to wearable technology, which has provided invaluable insights into many facets of everyday life. Wearable technology has become a potent instrument for improving healthcare efficiency and lowering costs as the prevalence of an ageing population and the need for technology-assisted care increase. By analysing gait patterns and promoting a healthy lifestyle in age-friendly settings, this study aims to investigate how valid and trustworthy wearable devices, in conjunction with technology-assisted care, can facilitate the monitoring and improvement of the health of the elderly population. The Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) 2020 standards for data inclusion and exclusion are used in the study, which collects data from the Scopus database. The results show that wearable technology, which offers two main device categories—those intended for healthcare professionals and those aimed at consumers—plays a critical role in gait-pattern analysis. These gadgets offer robust data-collecting capabilities, allowing for precise evaluation and tracking of walking habits. Furthermore, the incorporation of wearable technology with eHealth solutions enhances the quality of life for the aged population by enabling them to live in settings that are age-friendly and successfully manage their health. The study also emphasises how critical it is to use reliable wearable technology to address the diversity of health issues and the occurrence of chronic diseases among the senior population. According to the study’s findings, wearable technologies have great promise for promoting the health and well-being of senior citizens. To meet the unique requirements and problems of the ageing population and to guarantee the successful integration of wearable devices into healthcare practices, more research and development are needed. In the end, wearable technology has enormous potential to revolutionise aged care and enhance health outcomes in ageing-friendly settings.
由于可穿戴技术,对人类身体活动、行为和生理体征的持续监测已经发生了一场革命,它为日常生活的许多方面提供了宝贵的见解。随着人口老龄化的普遍性和对技术辅助护理的需求增加,可穿戴技术已成为提高医疗效率和降低成本的有力工具。通过分析步态模式和在适合老年人的环境中促进健康的生活方式,本研究旨在研究有效和值得信赖的可穿戴设备如何结合技术辅助护理,促进监测和改善老年人的健康。该研究使用了系统评价和荟萃分析(PRISMA)2020数据纳入和排除标准的首选报告项目,该研究从Scopus数据库收集数据。结果表明,可穿戴技术提供了两个主要的设备类别——面向医疗专业人员的设备和面向消费者的设备——在步态模式分析中发挥着关键作用。这些小工具提供了强大的数据收集功能,可以精确评估和跟踪步行习惯。此外,可穿戴技术与eHealth解决方案的结合提高了老年人的生活质量,使他们能够生活在对年龄友好的环境中,并成功地管理自己的健康。该研究还强调,使用可靠的可穿戴技术来解决老年人健康问题的多样性和慢性病的发生是多么重要。根据这项研究的发现,可穿戴技术在促进老年人的健康和福祉方面有很大的前景。为了满足老龄化人口的独特需求和问题,并确保可穿戴设备成功融入医疗实践,还需要更多的研发。最终,可穿戴技术具有巨大的潜力,可以彻底改变老年护理,并在适合老年人的环境中提高健康效果。
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引用次数: 0
Enhancement of the Fifth Generation of Wireless Communication by Using a Search Optimization Algorithm 用搜索优化算法增强第五代无线通信
IF 1.3 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2023-08-16 DOI: 10.3991/ijoe.v19i11.41939
Mohammed Jawad Al-Dujaili, H. Alrikabi, Ghanim A. Al-Rubaye, Ibtihal Razaq Niama ALRubeei
The fifth generation of cellular networks (5G) is seeing a rapid expansion, and energy efficiency (EE) is a hot topic of discussion. It has been found that both EE and maximum spectral efficiency (SE) are desired. They are conflicting objectives, meaning that maximizing one will decrease the other. To tackle this issue, strategies for spectrum and energy optimization have been proposed, as well as green communication plans that aim to minimize the tradeoff between SE and EE. Research has been conducted on EE-oriented resource allocations to reduce energy usage while ensuring high-quality results. To do this, the Crow Search Optimization Algorithm (CSA) has been used. Simulation results have demonstrated that this proposed method is effective in finding the most suitable solution.
第五代蜂窝网络(5G)正在快速扩张,能源效率(EE)是讨论的热门话题。已经发现,EE和最大光谱效率(SE)都是需要的。它们是相互冲突的目标,这意味着最大化一个目标会减少另一个目标。为了解决这个问题,已经提出了频谱和能量优化策略,以及旨在最大限度地减少SE和EE之间权衡的绿色通信计划。开展了面向电子电气的资源分配研究,以减少能源使用,同时确保高质量的结果。为此,使用了乌鸦搜索优化算法(CSA)。仿真结果表明,该方法能有效地找到最合适的解。
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引用次数: 0
The Impact of Gadget Usage on the Social and Linguistic Development of Primary School Students 小工具使用对小学生社会语言发展的影响
IF 1.3 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2023-08-16 DOI: 10.3991/ijoe.v19i11.40903
Ivan Stevanus, Lusila Parida
The objective of this research is to describe the impact of gadget usage on the social and linguistic development of primary school students. The study used the mixed-methods sequential explanatory design. In determining the subject of the research—namely, 251 children consisting of second graders and fifth graders in Jakarta, Indonesia—we used purposive sampling. Purposive sampling was also used to determine the research location—namely, two public primary schools and two private primary schools in Central and South Jakarta. As for the data collection, questionnaires, interviews, and observations were employed, resulting in quantitative data presented statistically in tables and charts. The regression analysis performed to figure out the social development of the primary school students in Jakarta resulted in a score of 0.000, suggesting that the students possess social capabilities and skills displayed when they are among their peers—namely, understanding the emotional conditions of their friends, accepting themselves, and maintaining friendship. The students are also capable of comprehending the thought, feeling, and behavior of their friends, thus enabling them to develop well-being skills. A regression analysis score of 0.001 suggests that gadget usage at home and at school influence the linguistic development of the primary school students. Our qualitative analysis corroborates the regression score by suggesting that gadget usage improves the growth and development of the social and linguistic behavior of the primary school students. In light of the impacts of gadget usage on the social and linguistic development of the primary school students, it is highly recommended that both the school and the parents put in place a code of ethics and educational guidance regarding gadget usage to mitigate the negative impacts of gadgets on students.
本研究的目的是描述小工具的使用对小学生的社会和语言发展的影响。本研究采用混合方法序贯解释设计。在确定研究对象的过程中,我们采用了有目的的抽样方法,选取了251名来自印度尼西亚雅加达的二年级和五年级学生。有目的抽样还用于确定研究地点,即雅加达中部和南部的两所公立小学和两所私立小学。在数据收集方面,采用问卷调查、访谈、观察等方法,将定量数据以表格和图表的形式进行统计。对雅加达小学生的社会发展进行回归分析,得分为0.000,表明学生具有在同龄人中表现出的社交能力和技能,即理解朋友的情绪状况,接受自己,保持友谊。学生们也有能力理解他们朋友的思想、感觉和行为,从而使他们能够发展幸福的技能。回归分析得分为0.001,表明家庭和学校的小工具使用影响小学生的语言发展。我们的定性分析证实了回归分数,表明小工具的使用促进了小学生社会和语言行为的成长和发展。鉴于电子产品的使用对小学生的社交和语言发展的影响,我们强烈建议学校和家长就电子产品的使用制定道德守则和教育指导,以减轻电子产品对学生的负面影响。
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引用次数: 0
Newly Proposed Student Performance Indicators Based on Learning Analytics for Continuous Monitoring in Learning Management Systems 基于学习分析的学生绩效指标在学习管理系统中的持续监测
IF 1.3 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2023-08-16 DOI: 10.3991/ijoe.v19i11.39471
Aimad Qazdar, Oussama Hasidi, Sara Qassimi, E. Abdelwahed
E-learning platforms have become increasingly popular across various industries, with higher education institutions being among the primary adopters. Learning management systems (LMSs) have emerged as valuable tools that facilitate the management of learning and training processes while providing support for learning administration. However, LMS platforms often offer limited functionality for monitoring students’ instructional progress, which is essential for understanding how learners interact with courses and materials. As a result, identifying at-risk students, tracking their progress, and intervening when necessary can be challenging. The substantial amount of data generated by LMS platforms can be transformed into meaningful indicators that allow for monitoring learners’ progress and enhancing their self-regulation. Our research project focuses on developing a set of pedagogical indicators using learning analytics to monitor students’ progress. We present a case study where we tracked and monitored the progress of students in the Web Technologies course on the e-campus platform at Cadi Ayyad University (Morocco), using a set of student performance indicators (SPIs). The findings of this study suggest that employing SPIs can help faculty members identify underperforming students, project their progress, and anticipate those at risk, ultimately enabling them to provide timely interventions to support learners’ progress.
电子学习平台在各个行业越来越受欢迎,高等教育机构是主要采用者之一。学习管理系统(LMS)已成为促进学习和培训过程管理的宝贵工具,同时为学习管理提供支持。然而,LMS平台通常提供有限的功能来监控学生的教学进度,这对于理解学习者如何与课程和材料互动至关重要。因此,识别有风险的学生,跟踪他们的进展,并在必要时进行干预可能具有挑战性。LMS平台生成的大量数据可以转化为有意义的指标,从而监控学习者的进步并增强他们的自我调节能力。我们的研究项目侧重于开发一套教学指标,使用学习分析来监测学生的进步。我们提出了一个案例研究,在该研究中,我们使用一组学生表现指标(SPIs),跟踪和监测了在Cadi Ayyad大学(摩洛哥)电子校园平台上学习网络技术课程的学生的进度。这项研究的结果表明,使用SPIs可以帮助教师识别表现不佳的学生,预测他们的进步,并预测那些有风险的学生,最终使他们能够及时提供干预措施来支持学习者的进步。
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引用次数: 0
Classification of Ocular Diseases Related to Diabetes Using Transfer Learning 利用迁移学习对糖尿病相关眼病进行分类
IF 1.3 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2023-08-16 DOI: 10.3991/ijoe.v19i11.40997
Asma Sbai, Lamya Oukhouya, Abdelali Touil
Although artificial intelligence enables the detection of abnormalities in medical images and is widely used as a computer vision technology, many researchers have focused on the detection of only one disease related to diabetes, which is diabetic retinopathy. In fact, patients face a significant risk of two other illnesses: cataract and glaucoma. In this article, we examined the diagnosis of these three eye diseases caused by diabetes and compared four approaches to classify these conditions. The proposed approaches are based on the transfer learning technique. We started by filtering, preparing, and augmenting the dataset, then applied transfer learning for feature extraction using two different architectures: VGG16 and RESNET50. We also investigated the impact of using contrast limited adaptive histogram equalization on the accuracy and precision of the models. This filter was used in a pre-training step for diabetic retinopathy diagnosis and in this paper proved its efficiency for glaucoma and cataract too. The final layers were replaced by Random Forest for classification. Models performed acceptable accuracies of 89.17% and 85.64% without operating contrast-limited adaptive histogram equalization and achieved better results when applying contrast-limited adaptive histogram equalization, with an accuracy of 97.48% and 96.66% for VGG16 and RESNET 50, respectively.
尽管人工智能能够检测医学图像中的异常,并被广泛用作计算机视觉技术,但许多研究人员只专注于检测一种与糖尿病相关的疾病,即糖尿病视网膜病变。事实上,患者还面临另外两种疾病的重大风险:白内障和青光眼。在这篇文章中,我们检查了这三种由糖尿病引起的眼病的诊断,并比较了四种对这些疾病进行分类的方法。所提出的方法是基于迁移学习技术。我们首先对数据集进行过滤、准备和扩充,然后使用两种不同的架构(VGG16和RESNET50)将迁移学习应用于特征提取。我们还研究了使用对比度有限的自适应直方图均衡对模型准确性和精度的影响。该滤波器用于糖尿病视网膜病变诊断的预训练步骤,并在本文中证明了其对青光眼和白内障的有效性。最后的图层被随机森林代替进行分类。在不操作对比度限制自适应直方图均衡的情况下,模型的可接受精度分别为89.17%和85.64%,并且在应用对比度限制的自适应直方图均衡时获得了更好的结果,VGG16和RESNET 50的精度分别为97.48%和96.66%。
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引用次数: 0
K-Fold Cross-Validation through Identification of the Opinion Classification Algorithm for the Satisfaction of University Students 大学生满意度的意见分类算法的K-Fold交叉验证
IF 1.3 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2023-08-16 DOI: 10.3991/ijoe.v19i11.39887
Omar Chamorro-Atalaya, J. Arévalo-Tuesta, Denisse Balarezo-Mares, Anthony Gonzáles-Pacheco, Olga Mendoza-León, Manuel Quipuscoa-Silvestre, Gregorio Tomás-Quispe, Raul Suarez-Bazalar
When using machine-learning techniques to determine algorithms or ranking models that identify student satisfaction, algorithms are often trained and tested on a single data set, leading to bias in their performance metrics. This article aims to identify the best algorithm to classify the satisfaction of university students applying the K-fold cross-validation technique, comparing the error rates of the performance metrics before and after its application. The method used began with the collection of student opinions on the teaching performance of the social network Twitter during an academic semester. Then, sentiment analysis was used for data processing, through which it was possible to categorize the opinions of the students into “satisfied” or “dissatisfied.” The results showed that the algorithm with the lowest error rate in its performance metric was the support vector machine (SVM). In addition, it was identified that its classification probability reached an accuracy of 91.76%. It is concluded that SVM classification using K-fold cross-validation will contribute to determining which factors associated with the teacher’s didactic strategies should be improved in each class session, since traditional surveying techniques have shortcomings.
当使用机器学习技术来确定识别学生满意度的算法或排名模型时,算法通常在单个数据集上进行训练和测试,导致其性能指标存在偏差。本文旨在确定应用K-fold交叉验证技术对大学生满意度进行分类的最佳算法,比较应用前后绩效指标的错误率。所使用的方法始于收集学生对社交网络推特在一个学期的教学表现的意见。然后,将情绪分析用于数据处理,通过情绪分析可以将学生的意见分为“满意”或“不满意”。结果表明,在其性能指标中错误率最低的算法是支持向量机。此外,它的分类概率达到了91.76%的准确率。结论是,由于传统的调查技术存在缺陷,使用K-fold交叉验证的SVM分类将有助于确定与教师的教学策略相关的哪些因素应该在每节课上得到改进。
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引用次数: 0
Exploring the Potential and Challenges of Vehicular Ad Hoc Networks: A Comprehensive Review 探索车载Ad Hoc网络的潜力和挑战:综述
IF 1.3 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2023-08-16 DOI: 10.3991/ijoe.v19i11.40593
Hussein K. Abdul Atheem, Israa T. Ali, Faiz A. Al Alawy
The paper discusses the architecture of vehicular ad hoc networks (VANETs) and their applications, simulation tools, communication domains, and challenges. VANETs enable wireless communication between moving vehicles using dedicated short-range communication (DSRC) technology, and vehicle-to-infrastructure communication with roadside units. The paper describes the three main components of VANETs: the roadside unit (RSU), application unit (AU), and on-board unit (OBU). The purpose of the paper is to provide researchers and developers with detailed information about VANETs and help them understand their aspects and challenges. The information provided in the paper could facilitate the development of VANETs for enhancing road safety and providing comfortable driving experiences.
本文讨论了车载自组织网络(VANET)的体系结构及其应用、仿真工具、通信领域和挑战。VANET使用专用短程通信(DSRC)技术实现移动车辆之间的无线通信,以及与路边单元的车到基础设施通信。本文介绍了VANET的三个主要组成部分:路侧单元(RSU)、应用单元(AU)和车载单元(OBU)。本文的目的是为研究人员和开发人员提供有关VANET的详细信息,并帮助他们了解其方面和挑战。论文中提供的信息可以促进VANET的开发,以提高道路安全并提供舒适的驾驶体验。
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引用次数: 0
Design and Fabrication of a Smart Monitoring System for Liquefied Petroleum Gas-Operated Cars Based on Global System Mobile 基于Global System Mobile的液化石油气汽车智能监控系统的设计与实现
IF 1.3 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2023-08-16 DOI: 10.3991/ijoe.v19i11.41937
Tariq M. Salman, Hikmat N. Abdullah, Hamzah M. Marhoon, Zeyad A. Karam
In this paper, a low-cost smart system is designed and fabricated to monitor gas leakage in LPG-based cars. The implemented system consists of three gas sensors installed in the joints of the gas pipes, gas cylinders, and injectors for the purpose of gas leak monitoring. In addition, the LM 35 temperature sensor is situated over the gas cylinder to monitor its temperature. The implemented system can provide three types of alarm: the first type sends a text message to the car owner’s phone and emits an audible alarm signal. The message reaches the service center also. The second type sends messages via Bluetooth to the user’s phone or to the smart screen on the vehicle’s dashboard, with an alert that the engine must be turned off (emergency case). The last warning sends an overheating alarm signal, utilizing a temperature sensor when the temperature of the gas cylinder exceeds 50°C to provide protection and prevent a possible explosion. In practice, it was found that gas sensors should be placed less than 5 cm from the monitored site, and the best performance at work was under 55°C. It was also found that the best performance of the GSM unit is under 55°C.
本文设计并制造了一个低成本的智能系统来监测液化石油气汽车的气体泄漏。实现的系统由三个气体传感器组成,安装在气体管道、气瓶和注射器的接头上,用于气体泄漏监测。此外,LM 35温度传感器位于气瓶上方,用于监测其温度。所实现的系统可以提供三种类型的警报:第一种类型向车主的手机发送短信并发出声音警报信号。信息也会到达服务中心。第二种类型通过蓝牙向用户的手机或车辆仪表板上的智能屏幕发送信息,并发出必须关闭发动机的警报(紧急情况)。最后一个警告发送过热警报信号,当气瓶温度超过50°C时,利用温度传感器提供保护并防止可能的爆炸。在实践中,人们发现气体传感器应放置在距离监测地点不到5厘米的地方,工作时的最佳性能是在55°C以下。还发现GSM单元的最佳性能是在55°C以下。
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引用次数: 0
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International Journal of Online and Biomedical Engineering
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