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Recurrent Pattern Analysis with Data Slicing and Conceptual Model Used for Supervision based Data Modelling 基于数据切片和概念模型的循环模式分析用于基于监督的数据建模
Suraj Yadav, Dr.A. Suriya, Dr. S. B. Kishor
The data which is going to be obtained from any standard theory set can be used for various management needs based upon which the decision can be taken and the same decision which is going to be used for any purpose. The major decision-making system for any commerce or management related issues the gathered data is firstly classified based upon its intents. The intents which are used for passing the data or the information pertaining to the contents and the broadcast system will be very much useful for the start-ups where all the real time challenges which a beginners may face before the startups can be minimized. The proposed techniques of the data partition can be done based upon the frequently or recurrent pattern. The recurrent pattern discovery based upon the partition made makes the tasks of the decision support and data mining based on slicing provides the easy way to use the analytics in the area of management. The slicing can be done based upon various attributes or the required parameters which forms the base of the context and the organizational goals. To enhance the security measures the quasi attributes can be used in the concept to be identified as the process knowledge management. The integration of the data will be provided based upon the organizational contexts to justify the cognitive approach and the sliced constructs of the available data to reach to exhibit the significant chain of identifying the extraction of the pure data and the analysis of the obtained determinants of the generalized and the bucketized data can be easily done.
从任何标准理论集获得的数据都可以用于各种管理需求,决策可以基于这些需求做出,同样的决策也可以用于任何目的。对于任何商业或管理相关问题的主要决策系统,所收集的数据首先根据其意图进行分类。用于传递与内容和广播系统相关的数据或信息的意图对初创公司非常有用,因为初学者在初创公司之前可能面临的所有实时挑战都可以最小化。所提出的数据分区技术可以基于频繁或重复的模式来完成。基于划分的循环模式发现使得决策支持的任务和基于切片的数据挖掘提供了在管理领域使用分析的简便方法。可以根据构成上下文和组织目标基础的各种属性或所需参数进行切片。为了增强安全措施,可以在概念中使用准属性,将其识别为过程知识管理。数据的集成将基于组织背景来提供,以证明认知方法和可用数据的切片结构,以达到展示识别纯数据提取的重要链,以及对普遍化和桶化数据的获得决定因素的分析可以很容易地完成。
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引用次数: 0
A Study on Awareness of Investment in Tax Saving Products 节税产品投资意识研究
Varsha Singhania
Abstract Tax saving is an important concept as it helps in gaining deductions available from 80 C and other deductions. This research study helps in identifying how one can gain benefits of Indian tax systems by utilizing various investment options mentioned under 80 C of IT Act, 1961. This section provides up to Rs. 1,50,000 deductions. These investments include PPF, NSS, NPS, and ELSS etc. The major objective of the study was to know the respondents awareness on the Tax planning and Tax deductions, the source of awareness and the reason for preference of Investment. Tax planning helps in the reduction of tax amount and helps in utilizing the various reliefs, deductions, exemptions and rebates as per the IT Act, 1961. This research aims at knowing the most preferred tax saving instrument and the reason for its selection based on the mentioned criteria. Overall findings of the study reveal that 80 C deductions is the most preferred one.
节税是一个重要的概念,因为它有助于从80°C和其他扣除中获得可用的扣除。这项研究有助于确定如何通过利用1961年《信息技术法》第80条C项下提到的各种投资选择来获得印度税收制度的好处。这部分规定了高达15万卢比的扣除额。这些投资包括PPF、NSS、NPS和ELSS等。该研究的主要目的是了解受访者对税收筹划和税收减免的认识,认识的来源和投资偏好的原因。税收规划有助于减少税额,并有助于利用1961年《信息技术法》规定的各种减免、扣除、豁免和退税。本研究旨在根据上述标准了解最受青睐的节税工具及其选择原因。研究的总体结果表明,80°C的扣除是最受欢迎的。
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引用次数: 0
Experimental Investigation of Inserted Twisted Tape Pitch Effect in Evacuated Solar Water Heater 真空式太阳能热水器中插入扭带节距效应的实验研究
Hitendra Damarlal Chaudhary, Dr Sadanand A Namjoshi
Although productivity and manufacturing may always be met simply through the use of energy, the availability of energy is crucial in economic activity. These days, limited energy is needed for any country ’s economic growth; however, so because large number of energy is still retrieved from fossil fuels, nations with insufficient quantities of such fossil fuels confront various problems of unemployment; however, the remedy to this energy crisis can be found in alternate solution energy such as solar, wind and biomass; even so, alternative sources such as solar, wind and biomass are not yet available; even so, alternate solution for energy such as solar, wind, and biomass are not yet available This research aims to determine how the height of twisted insertion tape influences the performance of evacuated tube solar water heaters.
虽然生产力和制造业可能总是简单地通过使用能源来满足,但能源的可得性在经济活动中是至关重要的。如今,任何国家的经济增长都需要有限的能源;然而,由于大量的能源仍然是从化石燃料中提取的,化石燃料储量不足的国家面临着各种各样的失业问题;然而,这种能源危机的补救办法可以在替代解决能源中找到,如太阳能、风能和生物质能;即便如此,太阳能、风能和生物质能等替代能源仍不可用;尽管如此,太阳能、风能和生物质能等替代能源的解决方案尚不可用。本研究旨在确定扭曲插入带的高度如何影响真空管太阳能热水器的性能。
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引用次数: 0
Delay Impact of COVID-19 Pandemic on Malaysia's Oil and Gas Projects COVID-19大流行对马来西亚石油和天然气项目的延迟影响
Hissein Djibrine Abdelrassoul, Z. A. Rahim
COVID-19 pandemic has extremely affected people and businesses around the world. Oil and gas industry are not exempted, and negatively impacted by the unprecedent crisis of COVID-19. This pandemic has also caused delays in the oil and gas projects. In an attempt to control the spread of COVID-19, Malaysian government has introduced Movement Control Order (MCO) in the whole country to be closed and lockdown all premises except essential services to operate. This has resulted major delays in the project execution. Researchers have conducted studies to identify factors that causing project delays. Approximately 75 delay factors were found from previous studies and it revealed that most delay factors were not caused by COVID-19. In the current research, the delay factors due to COVID-19 were identified and some delay factors were found to have similarity with literature. Additionally, interview sessions were organized with oil and gas professionals involving in the oil and gas industry. Delay factors due to COVID-19 and mitigation strategies were identified from the interview sessions. Moreover, this result has used in the designing of survey questionnaire and distributed to project practitioners working in the oil and gas industry in Malaysia. 110 Oil and gas professionals include 52 Clients, 25 consultants, 23 contractors, 5 subcontractors and 5 vendors/suppliers have participated in the survey. Data collected from survey was analyzed and interpreted by means of median and Relative Importance Index (RII). Based on this information, delay factors and mitigation strategies were ranked according to their importance and impact to project. It is observed that the higher value of the RII the more critical cause or impact factor. Top seven (7) delay factors were identified and top seven (7) mitigation measures were proposed as recommendations for future implementation in the oil and gas project.
COVID-19大流行极大地影响了世界各地的人们和企业。石油和天然气行业也未能幸免,并受到了前所未有的新冠肺炎危机的负面影响。这次大流行还造成了石油和天然气项目的延误。为了控制新冠病毒的传播,马来西亚政府在全国范围内发布了行动控制令(MCO),除了必要的服务外,所有场所都被关闭和封锁。这导致了项目执行的重大延误。研究人员进行了研究,以确定导致项目延误的因素。从以往的研究中发现了大约75个延迟因素,大多数延迟因素不是由COVID-19引起的。本研究对新冠肺炎导致的延误因素进行了识别,发现部分延误因素与文献相似。此外,还组织了与石油和天然气行业专业人士的访谈。从访谈环节中确定了COVID-19造成的延迟因素和缓解策略。此外,该结果被用于设计调查问卷,并分发给马来西亚油气行业的项目从业人员,共有110名油气专业人员参与了调查,其中包括52名客户、25名顾问、23名承包商、5名分包商和5名供应商/供应商。采用中位数和相对重要性指数(Relative Importance Index, RII)对调查数据进行分析和解释。根据这些信息,将延迟因素和缓解策略按其重要性和对项目的影响排序。可以观察到,RII值越高,关键原因或影响因素越重要。确定了最重要的7个延迟因素,并提出了最重要的7个缓解措施,作为未来在油气项目中实施的建议。
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引用次数: 1
A Study on the Impact of Financial Literacy on the Financial Behaviour of College Students 金融素养对大学生金融行为的影响研究
Mahima Ninan, Anu Kurian
Financial literacy is increasingly vital as it has become essential that individuals acquire the skills to be able to survive in modern society and cope with the increasing diversity and complexity of financial products and services available. Financial literacy is the ability to take effective and sound decisions regarding the use and management of money. In the current era, no one can deny the importance of proper decision-making in the finance sector. If someone is not having enough financial literacy, how can he or she plan for a secure future! Especially when we talk about financial literacy among the students it is always a big matter because ultimately, they are the future of the country. The main objective of the study is to analyse the impact of financial literacy on the financial behaviour of college students. And also, the study examines the level of financial literacy among college students in India by evaluating the influence of various demographic factors like gender, type of courses, and income. The demographic, as well as financial behaviour and financial literacy, are the variables used in this study. Regression proved that there is a statistically significant influence of financial literacy on the financial behaviour of the students. And also, the demographics of student a has a significant relationship with financial literacy.
金融知识变得越来越重要,因为个人获得在现代社会中生存的技能,以及应对日益多样化和复杂的金融产品和服务,已经变得至关重要。理财素养是指对金钱的使用和管理作出有效而合理的决定的能力。在当今时代,没有人能否认金融部门正确决策的重要性。如果一个人没有足够的金融知识,他或她怎么能计划一个安全的未来!特别是当我们谈论学生的金融知识时,这总是一件大事,因为最终,他们是国家的未来。本研究的主要目的是分析金融素养对大学生金融行为的影响。此外,该研究通过评估性别、课程类型和收入等各种人口因素的影响,考察了印度大学生的金融知识水平。人口统计,以及金融行为和金融素养,是本研究中使用的变量。回归证明,金融素养对学生的理财行为有显著的影响。此外,学生a的人口统计数据与金融素养有显著关系。
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引用次数: 1
5G Environment based CLB-AODV Multicast Routing for the Zigbee on Wireless Sensor Heterogeneous 基于5G环境的无线传感器异构Zigbee CLB-AODV组播路由
S. Singaravelan
A communication load balanced dynamic topology management algorithm (CLB-AODV) is proposed to extend the wireless sensor network (WSN) lifetime via managing the participation in communication process among all nodes in the network. The idea is that, each time there is a failure in the network topology; the topology is adjusted only on-demand by choosing the best path according to paths weights between source and destination nodes. The path weight reflects the nodes participation in communication process through the lifetime of the nodes. Our algorithm is based on the routing protocol AODV instead of using a separate protocol for dynamic topology control in order to reduce the routing load among nodes. Simulation results show that CLB-AODV can prolong the lifetime of the network, increase the number of alive nodes and reduce the average routing load when compared with some of the most powerful recent algorithms the integration of Wireless Sensor Networks (WSN), new generation networks or 5G, TCP / IP (IPv6) protocols with the Internet of Things (IoT) that aims to exchange information, applying security, QoS (Quality of Service) and configuration, these three aspects are the problems in the construction of a network in which confidentiality, integrity, availability, authentication, reconfiguration of topology, improvement, high quality of service, addressing, infrastructure, Network and node construction, for M2M (Machine to Machine) communication or end to end. Because 5G cellular networks, in particular, are attractive technologies to provide Internet connectivity to equipment (UE). Moreover, an additional routing information collecting method is developed to further improve the routing performance.
为了延长无线传感器网络(WSN)的生存期,提出了一种通信负载均衡动态拓扑管理算法(CLB-AODV)。这个想法是,每次网络拓扑出现故障;根据源节点和目的节点之间的路径权重选择最优路径,按需调整拓扑结构。路径权值通过节点生命周期反映节点在通信过程中的参与程度。该算法基于路由协议AODV,而不是使用单独的协议进行动态拓扑控制,以减少节点间的路由负载。仿真结果表明,与最近一些最强大的算法(无线传感器网络(WSN)、新一代网络或5G、TCP / IP (IPv6)协议与旨在交换信息、应用安全性、QoS(服务质量)和配置的物联网(IoT)的集成)相比,CLB-AODV可以延长网络的生命周期、增加活节点数量并减少平均路由负载。这三个方面是网络建设中的问题,其中保密性、完整性、可用性、认证、拓扑重构、改进、高质量服务、寻址、基础设施、网络和节点建设,用于M2M (Machine to Machine)通信或端到端。因为5G蜂窝网络是提供设备互联网连接(UE)的有吸引力的技术。为了进一步提高路由性能,提出了一种附加的路由信息收集方法。
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引用次数: 0
Smart Irrigation System using IoT 使用物联网的智能灌溉系统
M. Gayathri, D. A. Shunmugam, A. Ishwariya
In this work we use drip irrigation where the water was allowed to drip slowly to the roots of plant either from above the soil surface or buried into the surface so that the water can be placed directly into the root zone and minimize evaporation. It uses temperature sensor, soil humidity sensor to collect and monitor field information and also uses float switches to monitor ground water level through web page. When the field gets dry and ground water level falls down it will be notified through SMS. This provides a solution for the problems in developing a smart farming system. It uses node MCU, relay and water pump.
在这项工作中,我们使用滴灌,让水从土壤表面上方或埋在土壤表面慢慢滴到植物的根部,这样水就可以直接进入根区,最大限度地减少蒸发。利用温度传感器、土壤湿度传感器采集和监测现场信息,并利用浮子开关通过网页监测地下水位。当农田变干,地下水位下降时,就会通过短信通知。这为开发智能农业系统中的问题提供了解决方案。它由节点单片机、继电器和水泵组成。
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引用次数: 0
Quality Control Analysis using Six Sigma (DMAIC) Method to Reduce Post Pin Isolator Reject in PT XYZ in Firing Section 用六西格玛(DMAIC)方法进行质量控制分析,以减少烧制部XYZ PT柱脚隔离器的次品
Doddy Agustiandi
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引用次数: 0
Wireless Communication using VLC and MIMO Technology 使用VLC和MIMO技术的无线通信
Nitesh Gupta
Due to the rapid growths in Light Emitting Diodes, VLC (Visible Light Communication) has received a great attention in last years. Our main aim of this research work is to build the wireless VLC (Visible Light Communication) system which should be able to transmit the data in-between two computers with the use of a visible light. We are using an LED array as the transmitter, Light Dependent Resistor (LDR) as the receiver component and air as the transmission medium. In both the transmitter and receiver modules, we are using Arduino UNO microcontroller board. Two computers have been used to interface the software to the hardware with the help of Arduino IDE installed to both of them. If we want to check the performance of VLC system with MIMO, commercial optical system simulation software called OptiSystem7.0 from Optiwave can be used. The layout diagram for both SISO (Single Input Single Output) and MIMO (Multiple Input Multiple Output) communication has been generated and has been run and the BER (Bit Error Rate) performance is being analyzed. FSO (Free Space Optical) communication channel is used as transmission medium for both SISO and MIMO. Data transmission and reception for 100 meters is done using OptiSystem software. The eye diagram of BER analyzer showed that the maximum quality factor of MIMO is relatively large when compared to SISO.
近年来,由于发光二极管的快速发展,可见光通信技术(VLC)受到了广泛的关注。我们的主要研究目的是建立无线VLC(可见光通信)系统,该系统应该能够利用可见光在两台计算机之间传输数据。我们使用LED阵列作为发射器,光相关电阻(LDR)作为接收器组件,空气作为传输介质。在发射器和接收器模块中,我们都使用Arduino UNO微控制器板。通过安装在两台计算机上的Arduino IDE,使用两台计算机将软件与硬件连接起来。如果我们想用MIMO来测试VLC系统的性能,可以使用Optiwave的OptiSystem7.0商用光学系统仿真软件。生成了SISO(单输入单输出)和MIMO(多输入多输出)通信的布局图并进行了运行,并分析了误码率(BER)性能。自由空间光(FSO)通信信道作为SISO和MIMO的传输介质。使用OptiSystem软件完成100米的数据收发。从误码率分析仪的眼图可以看出,MIMO的最大质量因子相对于SISO来说是比较大的。
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引用次数: 1
University Students’ Self-efficacy in Online Learning due to COVID-19 新冠肺炎疫情下大学生在线学习自我效能感研究
E. Tanius
the pandemic COVID 19 shocked the world; it changes everybody's life, especially in education and online learning becomes a new culture. Hence, this study will identify the correlation between learners' motivation, computer anxiety, and social support with self-efficacy on online learning technology due to COVID 19 pandemic. Besides, to determine if there are any gender and age differences in their perception of online learning technology. 166 students in a university were using online learning for the first time participated in this study. The correlation analysis and chi-square are used to answer the objective of the study. The result indicated that online learning technology experience, learners' attitudes, learners' motivation, computer anxiety, and social support correlate with self-efficacy on online learning technology. Furthermore, the finding revealed that male and female respondents and different ages have similar opinions on the factors that contribute to online learning technology.
新冠肺炎疫情震惊世界;它改变了每个人的生活,特别是在教育和在线学习成为一种新的文化。因此,本研究将探讨新冠肺炎疫情背景下学习者的学习动机、计算机焦虑和社会支持与在线学习技术自我效能感之间的关系。此外,确定他们对在线学习技术的认知是否存在性别和年龄差异。某大学166名首次使用网络学习的学生参与了本研究。使用相关分析和卡方分析来回答研究的目的。结果表明,网络学习技术体验、学习者态度、学习者动机、计算机焦虑和社会支持与网络学习技术自我效能感相关。此外,调查结果显示,不同年龄的男性和女性受访者对促成在线学习技术的因素有相似的看法。
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引用次数: 3
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International Journal of Innovative Research in Engineering & Multidisciplinary Physical Sciences
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