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Improved Blood Saturation of Golf Players After COVID-19 as Potential Marketing Management and Improved Economics of Golf Related Activities 提高新冠肺炎后高尔夫球员的血饱和度作为潜在的营销管理和提高高尔夫相关活动的经济性
IF 0.7 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2023-05-29 DOI: 10.18421/tem122-43
Lucia Malíčková, N. Daneshjo, F. Daňo, Renáta Ševčíková
The health effects of playing golf on the athlete's body is an interesting topic. The effect of golf on increasing blood saturation has low presence in the literature. This paper demonstrates the correlation of playing golf on improving health status after COVID-19 while this positive information has a potential to be used by the marketing management of various organisations to improve economics of golf activities. We analyse the change in saturation and heart rate after playing an 18-hole course, measured by pulse oximetry (% SpO2). Then we investigate the different aspects that have the greatest health benefit in golf. By following the effect of playing golf on blood oxygen saturation and heart rate in athletes we build a linear regression model explaining the impact 14 factors have on blood oxygen saturation. An 18-hole golf course caused a 1 ± 1.49% (p < 0.001) increase in venous blood O2 concentration and a 6 ± 8.09% (р < 0.001) increase in resting heart rate. Golf has the positive effect on the health status of athletes after recovery or vaccination for COVID-19 disease.
打高尔夫球对运动员身体健康的影响是一个有趣的话题。高尔夫对提高血液饱和度的影响在文献中很少出现。本文证明了新冠肺炎后打高尔夫与改善健康状况的相关性,而这些积极信息有可能被各种组织的营销管理部门用来改善高尔夫活动的经济性。我们分析了18洞比赛后饱和度和心率的变化,通过脉搏血氧计(%SpO2)测量。然后,我们调查了高尔夫运动中对健康益处最大的不同方面。通过跟踪打高尔夫球对运动员血氧饱和度和心率的影响,我们建立了一个线性回归模型,解释了14个因素对血氧饱和度的影响。18洞高尔夫球场导致静脉血O2浓度增加1±1.49%(p<0.001),静息心率增加6±8.09%(р<0.001)。高尔夫对运动员康复或接种新冠肺炎疫苗后的健康状况有积极影响。
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引用次数: 0
Analytical Method of Stimulation for Labour of Top-Managers 高层管理人员劳动激励的分析方法
IF 0.7 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2023-05-29 DOI: 10.18421/tem122-58
L. Malyarets, O. Iastremska, Anastasiy Tutova, O. Dorokhov
The problem of economic stimulation of top managers remains relevant and unresolved. Economic incentives of top managers should be based on the performance of the enterprise, and this relationship is recognized by economists, scientists, and practitioners. The main problem here is the development of a scale of economic incentives. In most cases, economic incentives are associated with only one indicator of performance - the company's profit, which is a criterion for incentives. But objectively, the criteria may be other indicators that reflect the efficiency of financial resources, fixed assets, labor resources, and the effectiveness of investment and innovation. A new analytical method has been developed that strengthens the objectivity of stimulating the work of top managers. The proposed logic of the stages of calculating the incentives of top managers allows not only to describe the performance of the enterprise using an appropriate system of indicators but also to establish the relationship between them and the economic incentives of top managers to ensure effective performance in general. The advantage of the proposed analytical method of stimulating top managers is to take into account the business needs of enterprises, the peculiarities of their activities.
高层管理人员的经济刺激问题仍然存在,尚未解决。高层管理者的经济激励应该基于企业的绩效,这种关系得到了经济学家、科学家和从业者的认可。这里的主要问题是制定一定规模的经济激励措施。在大多数情况下,经济激励只与一个绩效指标有关——公司利润,这是激励的标准。但客观上,标准可能是反映金融资源、固定资产、劳动力资源效率以及投资和创新有效性的其他指标。一种新的分析方法已经被开发出来,它加强了激励高层管理人员工作的客观性。所提出的计算高层管理人员激励的阶段逻辑不仅可以使用适当的指标体系来描述企业的绩效,还可以建立它们与高层管理人员的经济激励之间的关系,以确保总体上的有效绩效。所提出的激励高层管理人员的分析方法的优点是考虑到企业的业务需求及其活动的特点。
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引用次数: 0
Small but Diverse SEM Image Dataset: Impact of Image Augmentation on the Performance of AlexNet 小而多样的SEM图像数据集:图像增强对AlexNet性能的影响
Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2023-05-29 DOI: 10.18421/tem122-34
Khairul Khaizi Mohd Shariff, Megat Syahirul Amin Megat Ali, Ahmad Ihsan Mohd Yassin, Noor Ezan Abdullah, Ali Abd Al-Misreb, Aisyah Hartini Jahidin
To this date, scanning electron microscope has produced among the most complex and diverse images at nanoscale resolution. The highly magnified images of backscattered electrons reflected from the surface of samples are non-uniformed, even for the same class of images. The study investigates the impact of having a small but diverse dataset on the performance of AlexNet. A total of 160 samples from EUDAT Collaborative Database Infrastructure is used for the study. Compared to the use of new non-augmented samples to increase the size of dataset, image augmentation has been significantly improved classification performance and generalization ability of the AlexNet.
到目前为止,扫描电子显微镜已经产生了纳米级分辨率的最复杂和最多样化的图像之一。从样品表面反射的高度放大后的背散射电子图像是不均匀的,即使对于同一类图像也是如此。该研究调查了拥有一个小而多样的数据集对AlexNet性能的影响。本研究共使用了来自EUDAT协作数据库基础设施的160个样本。与使用新的非增强样本来增加数据集的大小相比,图像增强显著提高了AlexNet的分类性能和泛化能力。
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引用次数: 0
Design of Realtime Electricity Consumption Monitoring System Using Campus Web 基于校园网的实时用电量监控系统设计
Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2023-05-29 DOI: 10.18421/tem122-29
Fajril Akbar, Vera Pujani, Refdinal Nazir
In this study, an electricity consumption monitoring system that integrated with the campus web was developed. The system was designed using the Waterfall method approach. A realtime electricity consumption monitoring has been developed and has been implemented and can be accessed. ISO 50001 is a globally accepted standard for managing energy, providing technical and corporate management strategies to improve energy efficiency, reduce costs, and enhance environmental performance. Web technology that internet media can access can facilitate the implementation of transparent monitoring of electrical energy consumption.
本研究开发了一个与校园网相结合的用电监测系统。该系统采用瀑布法设计。已经开发并实施了实时电力消耗监测,并且可以访问。ISO 50001是全球公认的能源管理标准,为提高能源效率、降低成本和提高环境绩效提供技术和企业管理策略。网络媒体可以访问的Web技术可以促进电能消耗透明监测的实施。
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引用次数: 0
Statistical Analysis of the Choice for Natural Birth as an Achievable Outcome through Midwife Pre-natal Counseling – a Pilot Study 通过助产士产前咨询选择自然分娩作为可实现结果的统计分析-一项试点研究
Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2023-05-29 DOI: 10.18421/tem122-30
Veselka Mihaylova, Daniela Draganova
Normal birth is as exciting as it is a worrying process for every pregnant woman. Surely, everyone makes a distinction between natural birth and Caesarean section. For most people, however, natural birth means any birth that takes place through the natural birth canal. In fact, this is the normal birth, which does not always mean natural. The purpose of the conducted experiment is to study the attitudes of pregnant women and to determine the effect of using prenatal training as a means of achieving natural childbirth with a midwife`s assistance.
对每个孕妇来说,正常分娩既令人兴奋,又令人担忧。当然,每个人都会区分自然分娩和剖腹产。然而,对大多数人来说,自然分娩意味着通过自然产道进行的任何分娩。事实上,这是正常的分娩,并不总是意味着自然。进行这项实验的目的是研究孕妇的态度,并确定利用产前培训作为在助产士协助下实现自然分娩的一种手段的效果。
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引用次数: 0
Improving the Avoidant Personality Disorder Prediction for Higher Education Using SMOTE-ENN and Multi-Layer Perceptron Neural Network 基于SMOTE-ENN和多层感知器神经网络的高等教育回避型人格障碍预测
IF 0.7 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2023-05-29 DOI: 10.18421/tem122-47
S. Nuanmeesri, L. Poomhiran
Adolescents in higher education are more prone to Avoidant Personality Disorder (AVPD), which strongly affects academic achievement. The goal of this study was to create models for accurate prediction of the likelihood of Avoidant Personality Disorder among students in higher education. Information Gain, Gain Ratio, and Wrapper Approach are used as feature selection methods combined with data resampling techniques and machine learning, including Multi-Layer Perceptron Neural Network, Naïve Bayes, Decision Tree, Random Forest, and Support Vector Machine. The findings revealed that the Wrapper approach gave higher accuracy than Information Gain and Gain Ratio approach. Further, using the Gain Ratio approach gives the model a slightly higher efficiency than the Information Gain. Furthermore, when comparing feature selection and data resampling, it was found that the model using feature selection had more higher model efficiency than data resampling alone. Additionally, combining the Synthetic Minority Over-sampling Technique with Edited Nearest Neighbor (SMOTE-ENN) considerably increased the model’s effectiveness. Finally, the model’s efficiency was at its maximum, with an accuracy of 95.52%, when the Wrapper approach was used in conjunction with the Synthetic Minority Over-sampling Technique, the Edited Nearest Neighbor algorithm, and the Multi-Layer Perceptron Neural Network.
接受高等教育的青少年更容易出现回避型人格障碍(AVPD),这对学业成绩有很大的影响。本研究的目的是建立模型,以准确预测高等教育学生中回避型人格障碍的可能性。采用信息增益、增益比和包装器方法作为特征选择方法,结合数据重采样技术和机器学习,包括多层感知器神经网络、Naïve贝叶斯、决策树、随机森林和支持向量机。结果表明,包装器方法比信息增益和增益比方法具有更高的准确性。此外,使用增益比方法使模型的效率略高于信息增益。此外,对比特征选择和数据重采样,发现使用特征选择的模型比单独使用数据重采样的模型效率更高。此外,将合成少数派过采样技术与编辑最近邻(SMOTE-ENN)相结合,大大提高了模型的有效性。最后,当Wrapper方法与合成少数派过采样技术、编辑近邻算法和多层感知器神经网络结合使用时,模型的效率达到最高,准确率为95.52%。
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引用次数: 0
The Impact of Learning Management System (LMS) Usage on Students 学习管理系统(LMS)使用对学生的影响
IF 0.7 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2023-05-29 DOI: 10.18421/tem122-54
Muhammad Furqon, P. Sinaga, L. Liliasari, L. Riza
The swift advancement of technology has stimulated a metamorphosis in the realm of education, particularly in the domain of learning. Previously limited to face-to-face interactions, learning is now conducted online via a variety of devices and platforms. One of the popular platforms currently being widely used by online learning in schools and universities is the Learning Management System (LMS). The LMS serves as a comprehensive platform that facilitates educational engagement between educators and learners in the context of remote instruction. The objective of this investigation was to examine the effects of utilizing a Learning Management System (LMS) on students. This study uses a literature review method. The findings indicate that, overall, the utilization of Learning Management Systems (LMS) had a beneficial effect on academic performance among students and fostered a favorable perception of LMS implementation in educational endeavors. It is anticipated that educators will take into account the findings of this investigation when utilizing LMS to facilitate the educational process.
科技的飞速发展刺激了教育领域的蜕变,尤其是在学习领域。以前仅限于面对面的互动,现在通过各种设备和平台在线进行学习。学习管理系统(LMS)是目前广泛应用于学校和大学在线学习的热门平台之一。LMS作为一个全面的平台,在远程教学的背景下促进教育者和学习者之间的教育参与。本调查的目的是检验使用学习管理系统(LMS)对学生的影响。本研究采用文献回顾法。研究结果表明,总体而言,学习管理系统的使用对学生的学习成绩有有益的影响,并培养了对学习管理系统在教育工作中实施的良好看法。预计教育工作者在利用LMS促进教育过程时将考虑到这项调查的结果。
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引用次数: 1
Smart Wellness Technology for Tourism Destination Based-on Evolving Tourist Expectation Model 基于游客期望演化模型的旅游目的地智能健康技术研究
IF 0.7 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2023-05-29 DOI: 10.18421/tem122-68
C. Panyadee, Sansanee Krajangchom, Korawan Sangkakorn, K. Intawong
The strategic direction and level of competitiveness of tourism businesses and locations are now determined by the impact of smart technology on the industry. The objective of this article is to showcase the concept of "smartness" by analyzing the latest advancements in wellness technology and exploring the development of smart wellness cities. Through all stages of travel, technology-enabled tourism experiences increasingly assist travelers in co-creating value. Intelligence in the Environment (AmI) Tourism is propelled forward by several emerging technologies. Innovation is used to enhance or help the destination's ecotourism management system. Hotels can accommodate and serve tourists of all levels according to tourist’s expectations. Technological advancements bring together a wide range of stakeholders. Additionally, technological developments bring together a diverse variety of stakeholders in tourism services. Moreover, it enlisted the assistance of all parties, including Chiang Mai public health and the municipal. Smart environments will inevitably transform industry structures, processes, and practices, resulting in consequences on innovation capability, strategic planning, management, marketing, and the competitiveness of all stakeholders.
现在,旅游企业和地点的战略方向和竞争力水平取决于智能技术对行业的影响。本文的目的是通过分析健康技术的最新进展和探索智能健康城市的发展来展示“智能”的概念。在旅行的各个阶段,技术支持的旅游体验越来越多地帮助旅行者共同创造价值。环境智能(AmI)旅游业是由一些新兴技术推动的。创新是用来加强或帮助目的地的生态旅游管理系统。酒店可以根据游客的期望为不同层次的游客提供住宿和服务。技术进步将广泛的利益相关者聚集在一起。此外,技术发展将旅游服务的各种利益相关者聚集在一起。此外,它还得到了包括清迈公共卫生部门和市政府在内的所有各方的协助。智能环境将不可避免地改变行业结构、流程和实践,从而对创新能力、战略规划、管理、营销和所有利益相关者的竞争力产生影响。
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引用次数: 0
Student Achievement in Relation to Time Spent Studying and Playing Video Games: A Gender Perspective 学生成绩与学习和玩电子游戏时间的关系:性别视角
Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2023-05-29 DOI: 10.18421/tem122-28
Slobodan Adžić, Tijana Savić Tot, Verica Savić, Marija Runić-Ristić, Vilmoš Tot
The results of previous studies showed that male students have a lower average grade than female students. Men are also reported to play more video games than women. We were interested in whether male students maintain the same pattern of behavior in relation to playing games during the exam period and how this affects their average grade compared to female students. If male students spend more time playing video games compared to female students, their academic performance may decrease as time spent on academic activities is replaced by video game play. In a survey of 400 university students, the authors focused on the gender characteristics of students and their achievements. Our results showed that female students studied more and played video games less during the exam periods compared to male and non-binary students, which is the reason for a higher total average grade in contrast to others.
以往的研究结果显示,男生的平均成绩低于女生。据报道,男性也比女性玩更多的电子游戏。我们感兴趣的是,男生在考试期间是否会保持同样的游戏行为模式,以及与女生相比,这对他们的平均成绩有何影响。如果男生比女生花更多的时间玩电子游戏,他们的学习成绩可能会下降,因为花在学术活动上的时间被电子游戏所取代。在对400名大学生的调查中,作者关注了学生的性别特征和他们的成就。我们的研究结果显示,与男性和非二元学生相比,女生在考试期间学习更多,玩电子游戏的时间更少,这也是女生总平均成绩高于其他学生的原因。
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引用次数: 0
Trend and Visualization of Artificial Intelligence Research in the Last 10 Years 近10年人工智能研究的趋势与展望
IF 0.7 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2023-05-29 DOI: 10.18421/tem122-38
B. Prahani, E. Imah, Irena Y. Maureen, L. Rakhmawati, H. V. Saphira
Technology is permeating every aspect of our everyday lives, and businesses are increasingly turning to learning algorithms. These technologies are commonly associated with Artificial Intelligence (AI), Deep Learning (DL), Machine Learning (ML), and Artificial Neural Network (ANN). Due to previous research exciting findings, implications, and limitations, the research publication on AI, ML, DL, and ANN will increase each year. Finally, the growth analysis of AI, ML, DL, and ANN publications in last 10 years brings up the results that the publications significantly increase each year. This research utilizes descriptive analyses and bibliometrics. Implications of the investigation of specific keyword mapping visualization results on AI, ML, DL, and ANN, can be created and enhanced for more study. A different area of future research might focus on using fewer terms, particularly to study learning methods like AI, ML, DL, and ANN in a convolutional neural network.
技术正在渗透到我们日常生活的方方面面,企业越来越多地转向学习算法。这些技术通常与人工智能(AI)、深度学习(DL)、机器学习(ML)和人工神经网络(ANN)有关。由于之前的研究令人兴奋的发现、含义和局限性,关于AI、ML、DL和ANN的研究出版物每年都会增加。最后,对AI、ML、DL和ANN出版物在过去10年中的增长分析得出,出版物每年都在显著增加。本研究采用描述性分析和文献计量学方法。可以创建和增强特定关键词映射可视化结果对AI、ML、DL和ANN的研究,以进行更多研究。未来研究的另一个领域可能侧重于使用更少的术语,特别是研究卷积神经网络中的AI、ML、DL和ANN等学习方法。
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引用次数: 0
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TEM Journal-Technology Education Management Informatics
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