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Addressing Communication, Coordnation and Cultural Issues in Global Software Development Projects 解决全球软件开发项目中的沟通、协调和文化问题
Pub Date : 2021-02-14 DOI: 10.24003/EMITTER.V9I1.558
Sami-ul-Haq, Muhammad Naeem Ahmed Khan, A. M. Mirza, I. Saleem, S. Rehman, R. A. Wagan
The field of Global Software Development has been an active area of research for the last two decades due to its enormous benefits such as lower labor cost, faster development and easy access to the skilled labor pool. Apart from these benefits, it faces some challenges like communication, coordination, trust and configuration management etc. These challenges arise primarily due to physical, cultural and time zone differences. The empirical studies highlight that the existing Global Software Development solutions do not fully meet the user needs as there are still several gaps in these solutions. Therefore, to fulfill these gaps, there is a need to develop novel frameworks that address outstanding issues. In this paper, we have attempted to address the aforesaid GSD challenges. The practitioners can benefit from our proposed framework during the execution of GSD projects. The proposed framework mainly focuses on the root causes of the two principal challenges namely the communication and cultural differences. We believe that if the team members of a software project can communicate effectively and show considerations for others by imparting due reverence to the cultural norms, then the other residual issues can easily be reduced and minimized.
在过去的二十年里,全球软件开发领域一直是一个活跃的研究领域,因为它具有巨大的好处,比如更低的劳动力成本、更快的开发速度和更容易获得熟练的劳动力。除了这些优点之外,它还面临着一些挑战,如通信、协调、信任和配置管理等。这些挑战的产生主要是由于身体、文化和时区的差异。实证研究强调,现有的全球软件开发解决方案并不能完全满足用户的需求,因为这些解决方案中仍然存在一些差距。因此,为了填补这些空白,需要开发解决突出问题的新框架。在本文中,我们试图解决上述GSD的挑战。从业员在执行政府资讯科技服务项目时,可从我们所建议的架构中获益。所提出的框架主要侧重于两个主要挑战的根源,即沟通和文化差异。我们相信,如果软件项目的团队成员能够有效地沟通,并通过对文化规范的尊重来为他人考虑,那么其他遗留问题就可以很容易地减少和最小化。
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引用次数: 4
Heart Disease Prediction Model Using Naïve Bayes Algorithm and Machine Learning Techniques 使用Naïve贝叶斯算法和机器学习技术的心脏病预测模型
Pub Date : 2021-02-02 DOI: 10.14419/IJET.V10I1.31310
Mariam W. Yousef, K. Batiha
These days, heart disease comes to be one of the major health problems which have affected the lives of people in the whole world. Moreover, death due to heart disease is increasing day by day. So the heart disease prediction systems play an important role in the prevention of heart problems. Where these prediction systems assist doctors in making the right decision to diagnose heart disease easily. The existing prediction systems suffering from the high dimensionality problem of selected features that increase the prediction time and decrease the performance accuracy of the prediction due to many redundant or irrelevant features. Therefore, this paper aims to provide a solution of the dimensionality problem by proposing a new mixed model for heart disease prediction based on (Naive Bayes method, and machine learning classifiers). In this study, we proposed a new heart disease prediction model (NB-SKDR) based on the Naive Bayes algorithm (NB) and several machine learning techniques including Support Vector Machine, K-Nearest Neighbors, Decision Tree, and Random Forest. This prediction model consists of three main phases which include: preprocessing, feature selection, and classification. The main objective of this proposed model is to improve the performance of the prediction system and finding the best subset of features. This proposed approach uses the Naive Bayes technique based on the Bayes theorem to select the best subset of features for the next classification phase, also to handle the high dimensionality problem by avoiding unnecessary features and select only the important ones in an attempt to improve the efficiency and accuracy of classifiers. This method is able to reduce the number of features from 13 to 6 which are (age, gender, blood pressure, fasting blood sugar, cholesterol, exercise induce engine) by determining the dependency between a set of attributes. The dependent attributes are the attributes in which an attribute depends on the other attribute in deciding the value of the class attribute. The dependency between attributes is measured by the conditional probability, which can be easily computed by Bayes theorem. Moreover, in the classification phase, the proposed system uses different classification algorithms such as (DT Decision Tree, RF Random Forest, SVM Support Vector machine, KNN Nearest Neighbors) as a classifiers for predicting whether a patient has heart disease or not. The model is trained and evaluated using the Cleveland Heart Disease database, which contains 13 features and 303 samples. Different algorithms use different rules for producing different representations of knowledge. So, the selection of algorithms to build our model is based on their performance. In this work, we applied and compared several classification algorithms which are (DT, SVM, RF, and KNN) to identify the best-suited algorithm to achieve high accuracy in the prediction of heart disease. After combining the Naive Bayes method with each o
如今,心脏病已成为影响全世界人民生活的主要健康问题之一。此外,因心脏病而死亡的人数日益增加。因此,心脏疾病预测系统在预防心脏疾病中起着重要的作用。这些预测系统帮助医生做出正确的决定,轻松诊断心脏病。现有的预测系统存在特征选择的高维问题,由于存在大量冗余或不相关的特征,增加了预测时间,降低了预测的性能精度。因此,本文旨在通过提出一种新的基于朴素贝叶斯方法和机器学习分类器的心脏病预测混合模型来解决维数问题。在本研究中,我们提出了一种基于朴素贝叶斯算法(NB)和支持向量机、k近邻、决策树和随机森林等多种机器学习技术的心脏病预测模型(NB- skdr)。该预测模型包括预处理、特征选择和分类三个主要阶段。该模型的主要目标是提高预测系统的性能并找到最佳的特征子集。该方法利用基于贝叶斯定理的朴素贝叶斯技术来选择下一阶段分类的最佳特征子集,并通过避免不必要的特征,只选择重要的特征来处理高维问题,以提高分类器的效率和准确性。该方法能够通过确定一组属性之间的依赖关系,将特征(年龄、性别、血压、空腹血糖、胆固醇、运动诱导引擎)的数量从13个减少到6个。依赖属性是指一个属性在决定类属性的值时依赖于另一个属性的属性。属性之间的依赖关系由条件概率来衡量,条件概率可以很容易地由贝叶斯定理计算出来。此外,在分类阶段,提出的系统使用不同的分类算法,如(DT决策树,RF随机森林,SVM支持向量机,KNN近邻)作为分类器来预测患者是否患有心脏病。该模型使用克利夫兰心脏病数据库进行训练和评估,该数据库包含13个特征和303个样本。不同的算法使用不同的规则来产生不同的知识表示。因此,选择算法来构建我们的模型是基于它们的性能。在这项工作中,我们应用并比较了几种分类算法(DT, SVM, RF和KNN),以确定最适合的算法,以实现对心脏病的高精度预测。在将朴素贝叶斯方法与这些先前的分类器相结合之后,这些组合算法的性能通过不同的性能指标进行评估,例如(特异性,灵敏度和准确性)。其中实验结果表明,在这四种分类模型中,朴素贝叶斯特征选择方法与SVM RBF分类器相结合的方法预测心脏病的准确率最高,达到98%。最后,在特征选择步骤中将该方法与基于两种不同方法开发的另外两种系统进行了比较。第一个系统基于遗传算法(GA)技术,第二个系统使用主成分分析(PCA)技术。结果表明,该系统的朴素贝叶斯选择方法在预测精度上优于遗传算法和主成分分析方法。
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引用次数: 2
Adaptive Urban Intervention in a Wetland: A Study from Hamidchar, Bangladesh 湿地的适应性城市干预:来自孟加拉国哈米查尔的研究
Pub Date : 2021-02-01 DOI: 10.7763/ijet.2021.v13.1186
M. Z. Hossain, Nishan A. Barua, N. Sultana
Over the last few decades the on-rushing surge of population created an urban structural instability across the under developing parts of the globe like Bangladesh. For instance, due to over population and urban sprawl the current development pattern of this country is culminating in filling up wetlands, changing the course of lakes, narrowing down in some cases killing rivers for urban development leaving the urban health in the face of a disastrous future. The concern for implementing an adaptive sustainable strategy that interacts with wetlands and rivers in the field of urban landscape should be prioritize as the burning question that need to be answered. This paper will be emphasizing on the strategies & guidelines to restore a riparian wetland through imputing wetland sensitive technique saving the riparian edge as well as creating a value of this wetland by suggesting some urban programs that will not only provide recreational value but also provide economic benefit to the local people. In this research there will be a sole intention to develop sustainable and riparian sensitive guidelines which would especially be applicable for riparian wetland development that leaves least impact on nature and promote the adjacent community life and wellbeing of urban health.
在过去的几十年里,人口的激增造成了全球欠发达地区(如孟加拉国)的城市结构不稳定。例如,由于人口过多和城市扩张,这个国家目前的发展模式最终导致湿地被填满,湖泊的河道被改变,在某些情况下,为了城市发展而变窄河流,使城市健康面临灾难性的未来。在城市景观领域,实施与湿地和河流相互作用的适应性可持续战略应该作为需要回答的紧迫问题而得到优先考虑。本文将重点介绍通过引入湿地敏感技术来恢复河岸湿地的策略和指导方针,通过提出一些既能提供娱乐价值又能为当地人民提供经济效益的城市规划,拯救河岸边缘,创造湿地的价值。在这项研究中,唯一的目的是制定可持续和对河岸敏感的指导方针,特别适用于对自然影响最小的河岸湿地开发,并促进邻近社区的生活和城市健康的福祉。
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引用次数: 0
Structure as a Support for Sustainability 结构作为可持续性的支持
Pub Date : 2021-02-01 DOI: 10.7763/ijet.2021.v13.1187
M. Gendy
The sustainable design will reach its full potential by studying structure at a deeper level.” Although structure is essential for realizing any architectural design; however, it is not highlighted as an important principle in the six fundamental principles of sustainability. Most of the design researchers are looking for designs and materials that are less harmful to the environment. This paper surveys design for sustainability and eco-design strategies and, the use of codes that affected the design process in architecture by focusing on the structure system as the main issue, analyzing the adaptation of three parametric structures to accommodate climate condition, by studying structure control framework from the sustainability point of view. The structures control sun rays, wind power, material and rainwater. So finally, structures achieved the meaning of the environmental control that supports sustainability through a suggested framework will guide architects and designers to get a new way of understanding the structure system and its importance for sustainable design.
通过更深层次的结构研究,可持续设计将充分发挥其潜力。”虽然结构是实现任何建筑设计的必要条件;然而,在可持续性的六项基本原则中,它并没有被强调为一项重要原则。大多数设计研究者都在寻找对环境危害较小的设计和材料。本文以结构体系为主要问题,分析了三种参数结构对气候条件的适应性,从可持续性的角度研究了结构控制框架,考察了可持续性和生态设计策略的设计,以及影响建筑设计过程的规范的使用。这些结构控制着太阳光、风力、材料和雨水。因此,最后,结构实现了环境控制的意义,通过建议的框架来支持可持续发展,这将指导建筑师和设计师以新的方式理解结构系统及其对可持续设计的重要性。
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引用次数: 0
Thermo-fluidic transport of electromagnetohydrodynamic flow of sodium alginate based Casson nano fluid passing through a porous microtube under the effect of streaming potential 流势作用下海藻酸钠基卡森纳米流体通过多孔微管的电磁流体动力流的热流输运
Pub Date : 2021-01-21 DOI: 10.14419/IJET.V10I1.31317
M. Reza, A. Rana
Thermal transport characteristics of Casson nanofluid through a porous microtube is analyzed under the effect of streaming potential and constant pressure gradient with electrokinetic effect associated with applied magnetic field. An analytical solution of the velocity and temperature distribution of Casson-nano fluid through the porous microtube related to combining effects of electromagnetohydrodynamics forces under the effect of streaming potential have been obtained. The significant influences of various non-dimensional parameters on velocity and temperature profiles are discussed in this study. Also, it is revealed the impact of nano particles on flow transport and heat transfer phenomenon. Furthermore, the Nusselt number is calculated analytically. The variations of pertinent parameters such as Hartmann number, Darcy number,Casson parameter, volume friction parameter of nanoparticles, joule heating parameter are delineated graphically and discussed in details.
分析了卡森纳米流体在流势和恒压梯度作用下通过多孔微管的热输运特性,并结合外加磁场的电动力效应。得到了在流势作用下,卡森-纳米流体通过多孔微管的速度和温度分布与电磁流体动力力联合作用有关的解析解。本文讨论了各种非量纲参数对速度和温度分布的重要影响。揭示了纳米颗粒对流动输运和换热现象的影响。进一步,对努塞尔数进行了解析计算。对纳米粒子的哈特曼数、达西数、卡森参数、体积摩擦参数、焦耳加热参数等相关参数的变化进行了图解和详细讨论。
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引用次数: 2
Analysis of damage-plasticity model of concrete under uniaxial compression loading 混凝土单轴压缩损伤-塑性模型分析
Pub Date : 2021-01-21 DOI: 10.14419/IJET.V10I1.30878
M. Islam, Abbas Ali, M. J. Alam, Tanvir Ahmad, Salman Sakib
Concrete is a quasi-brittle material and shows different behavior in compression and tension. It shows elastic behavior at initial stage and damage-plasticity behavior beyond elastic limit. Therefore, development of material behavior model of concrete is a complex phenomenon. In this study, concrete damage plasticity theory has been described under experiment on concrete cylinder considering uni-axial compression loading and interpreted with analytical data calculated using CEB-FIP model code equation. The code has divided the stress-strain curve for concrete compression into three sections according to concrete’s elastic and non-elastic behaviors. Those three sections have been considered to calculate analytical data. In experiment, concrete behavior has been observed in two phases. The damage value for different stresses at the various points on the stress strain curve has been calculated. According to analytical data, the concrete shows elastic behavior up to 8.3MPa stress point and no damage occur in the concrete within the limit. However, in experimental data, concrete shows elastic behavior up to only 2.28MPa and damage occurred beyond the stress. Finally, the percentage of damage of concrete due to compression obtained from analysis and experiment has been assessed and compared. Above 32 percent of concrete damage is found for 22.5 MPa in both cases.
混凝土是一种准脆性材料,具有不同的抗压和抗拉性能。在初始阶段表现为弹性行为,超过弹性极限后表现为损伤塑性行为。因此,混凝土材料性能模型的发展是一个复杂的现象。本文在考虑单轴压缩载荷的混凝土筒体试验中描述了混凝土损伤塑性理论,并用CEB-FIP模型代码方程计算的分析数据进行了解释。规范根据混凝土的弹性和非弹性特性,将混凝土压缩应力-应变曲线分为三段。这三个部分被认为是用来计算分析数据的。在试验中,观察到混凝土的行为分为两个阶段。计算了不同应力下应力应变曲线上各点的损伤值。根据分析数据,混凝土在8.3MPa应力点处表现出弹性行为,在极限范围内混凝土不发生损伤。然而,在试验数据中,混凝土仅在2.28MPa处表现出弹性行为,并且在超过应力时发生损伤。最后,对分析结果和试验结果得出的混凝土受压损伤百分比进行了评估和比较。在两种情况下,在22.5 MPa的压力下,混凝土的损坏都超过32%。
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引用次数: 0
The Effect of Tricalcium Silicate (C3S) Percentage in Clinkerson the Cement Quality 硅酸盐三钙(C3S)在熟料中的含量对水泥质量的影响
Pub Date : 2021-01-13 DOI: 10.14419/IJET.V10I1.31294
Marhaini, E. Yusmartini, Kurnia Aini
Composite cement products produced by national cement factories in Indonesia should follow the required quality standards. The quality standard of composite cement refers to the SNI 7064:2014. Some physical parameters of the quality standards set are mortar compressive strength and autoclave expansion. Compressive strength is influenced by C 3 S and C 2 S in the clinker. The reaction of the formation of mineralogical compounds occurs when clinkers formed. Whereas the expansion by autoclave is influenced by the levels of free lime in the cement. This research was conducted to determine the effect of the percentage of tricalcium silicate (C 3 S) on the quality of cement with free lime 2% with variations of C 3 S in clinkers, namely 55%, 57%, 59%, 61%, 63%, 65%, and 67%. Physical parameters tested in this study are compressive strength of mortar, blaine, and autoclave expansion. While the chemical parameters tested in this study are free lime in cement and SO 3 . Based on the research, it was found that if the same percentage of C 3 S quality of cement having FCaO 2%, the ideal condition of the development of compressive strength for FcaO > 2%, 3 to 7 days was at the percentage of C 3 S clinker of 63,48%. Whereas the development of ideal compressive strength for 7 to 28 days is at the clinker C 3 S percentage of 64,85%. For FCaO 2%.
印尼国家水泥厂生产的复合水泥产品应遵循规定的质量标准。复合水泥质量标准参照SNI 7064:2014。质量标准设定的一些物理参数是砂浆抗压强度和高压灭菌器膨胀。熟料的抗压强度受c3s和c2s的影响。矿物学化合物的形成反应发生在熟料形成的时候。而高压灭菌器的膨胀受水泥中游离石灰含量的影响。本研究考察了硅酸盐三钙(c3s)的掺量对游离石灰2%水泥质量的影响,考察了熟料中c3s的掺量分别为55%、57%、59%、61%、63%、65%和67%。在这项研究中测试的物理参数是砂浆的抗压强度,blaine和高压灭菌器膨胀。而本研究测试的化学参数为水泥中的游离石灰和so3。研究发现,在同等c3s质量的水泥中,当c3s熟料的掺量为2%时,c3s熟料的掺量为63.48%时,FCaO的抗压强度发展达到> 2%,3 ~ 7 d的理想状态。而理想抗压强度在熟料c3s含量为64.85%时发展为7 ~ 28 d。FCaO为2%。
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引用次数: 0
Study on Effect of Productivity on Applying Ergonomic Principle 生产力对应用人机工程学原理的影响研究
Pub Date : 2021-01-01 DOI: 10.21817/ijet/2021/v13i2/211302008
Kanitha Mani, Sasi Kumar Mani
This study was to investigate the effect of productivity in the construction industry due to the un-ergonomic working atmosphere. The construction industry is a large number of workers concerning industry it leads to productivity loss or due risk factors in the working site. In the review, to improve analysis a drawback, we took ergonomic awareness questionnaire survey among the Engineers in Karur district. Based on the survey results, the awareness of term ergonomics is only 20% and Engineers accept to adopt the ergonomics principles. We extended our work to apply ergonomic principles in the site. The ergonomic deficiency was identified, and gradually new ergonomic principles were applied in plastering and brickwork. 1% increase in productivity measured at 7 days of implementation.
本研究旨在探讨不符合人体工程学的工作环境对建筑行业生产力的影响。建筑业是一个涉及大量工人的行业,它会导致生产力损失或在工作现场造成应有的风险因素。在回顾中,为了改进分析的不足,我们对Karur地区的工程师进行了人机工程学意识问卷调查。从调查结果来看,只有20%的工程师对“人机工程学”这一术语有所了解,他们接受采用人机工程学原理。我们扩展了我们的工作,在现场应用人体工程学原理。发现了人体工程学的不足,并逐渐将新的人体工程学原理应用于抹灰和砌砖。在实施的第7天,生产力提高了1%。
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引用次数: 0
Effects of Elevated Diluent Contents on the Combustion and Emissions of Biogas-Diesel RCCI Engine at Full Load 提高稀释剂含量对沼气-柴油RCCI发动机满负荷燃烧和排放的影响
Pub Date : 2020-12-31 DOI: 10.21817/IJET/2020/V12I6/201206007
M. Fattahi
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引用次数: 0
Effects of Elevated Diluent Contents on the Combustion and Emissions of Biogas-Diesel RCCI Engine at Full Load 提高稀释剂含量对沼气-柴油RCCI发动机满负荷燃烧和排放的影响
Pub Date : 2020-12-31 DOI: 10.21817/IJET/2020/V12I6/201206015
I. B. Dalha, M. A. Said, Z. A. A. Karim
Difficulty in carbon dioxide (CO2) removal, coupled with the poor combustion due to diverse constituent of biogas, encouraged an investigation of the influence of high diluent (CO2, 25 – 45% vol) content and biogas fraction (40 – 70%) on the emissions of biogas/diesel dual-fuel reactivity-controlled compression ignition engine. The experiment was conducted at full load and a speed of 1600 rpm. The results showed distinct temperature trends for all the CO2 ratios and biogas fractions while radiation absorption effect of high CO2 content inhibits the combustion. Biogas with 35% CO2 proportion and a fraction of 50% produced the highest maximum temperature and heat released. The combustion resulted in a lower PPRR minimizing the higher-ringing strength tendency. At a 40% biogas fraction and 25% CO2, which simultaneously showed the highest ITE of 38.29%, the lowest BSFC of 7.41 g/kWh was achieved. An increase in the biogas fraction indicated a significant decrease in the nitrogen oxides (NOx) and particulate (PM) emissions by approximately 62.66, and 26.59%, respectively. Also, an increase in the diluent CO2 content decrease the carbon monoxide (CO) and unburned hydrocarbon (UHC) emissions by approximately 20.30, and 38.83%, respectively. However, an increase in those parameters resulted in a severe UHC and CO emissions trade-off with the NOx and PM emissions, though a 70% biogas fraction indicated the potentials of reducing the impact of the trade-off.
二氧化碳(CO2)去除困难,加上沼气成分不同导致燃烧不良,促使人们研究高稀释剂(CO2, 25 - 45% vol)含量和沼气分数(40 - 70%)对沼气/柴油双燃料反应性控制压缩点火发动机排放的影响。实验在满载、转速1600转/分的情况下进行。结果表明,各组分的温度变化趋势明显,高CO2含量的辐射吸收效应抑制了燃烧。二氧化碳比例为35%和50%的沼气产生的最高温度和释放的热量最高。燃烧导致了较低的PPRR,最小化了高振铃强度的趋势。在40%的沼气和25%的CO2含量下,同时显示出最高的ITE(38.29%),最低的BSFC为7.41 g/kWh。沼气馏分的增加表明氮氧化物(NOx)和颗粒物(PM)排放量分别显著减少约62.66%和26.59%。此外,稀释剂CO2含量的增加使一氧化碳(CO)和未燃烧烃(UHC)排放量分别减少约20.30%和38.83%。然而,这些参数的增加导致了严重的UHC和CO排放与NOx和PM排放的权衡,尽管70%的沼气含量表明了减少权衡影响的潜力。
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引用次数: 1
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International journal of engineering and technology
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