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Implementation of Tuned Schema Merging Approach 调优模式合并方法的实现
Pub Date : 2018-10-01 DOI: 10.22581/MUET1982.1804.05
N. Masood, Gul Jabeen
Schema merging is a process of integrating multiple data sources into a GCS (Global Conceptual Schema). It is pivotal to various application domains, like data ware housing and multi-databases. Schema merging requires the identification of corresponding elements, which is done through schema matching process. In this process, corresponding elements across multiple data sources are identified after the comparison of these data sources with each other. In this way, for a given set of data sources and the correspondence between them, different possibilities for creating GCS can be achieved. In applications like multi-databases and data warehousing, new data sources keep joining in and GCS relations are usually expanded horizontally or vertically. Schema merging approaches usually expand GCS relations horizontally or vertically as new data sources join in. As a result of such expansions, an unbalanced GCS is created which either produces too much NULL values in response to global queries or a result of too many Joins causes poor query processing. In this paper, a novel approach, TuSMe (Tuned Schema Merging) technique is introduced to overcome the above mentioned issue via developing a balanced GCS, which will be able to control both vertical and horizontal expansion of GCS relations. The approach employs a weighting mechanism in which the weights are assigned to individual attributes of GCS. These weights reflect the connectedness of GCS attributes in accordance with the attributes of the principle data sources. Moreover, the overall strength of the GCS could be scrutinized by combining these weights. A prototype implementation of TuSMe shows significant improvement against other contemporary state-of-the-art approaches.
模式合并是将多个数据源集成到GCS(全局概念模式)中的过程。它是各种应用领域的关键,如数据仓库和多数据库。模式合并需要识别相应的元素,这是通过模式匹配过程来完成的。在此过程中,通过对多个数据源进行比较,确定多个数据源之间对应的元素。通过这种方式,对于给定的一组数据源及其之间的对应关系,可以实现创建GCS的不同可能性。在多数据库和数据仓库等应用中,新的数据源不断加入,GCS关系通常横向或纵向扩展。模式合并方法通常在新数据源加入时水平或垂直扩展GCS关系。这种扩展的结果是,创建了一个不平衡的GCS,它要么在响应全局查询时产生太多的NULL值,要么由于太多的join导致查询处理不良。本文引入了一种新的方法,即TuSMe(调谐模式合并)技术,通过开发一个平衡的GCS来克服上述问题,该方法能够控制GCS关系的垂直和水平扩展。该方法采用加权机制,将权重分配给GCS的各个属性。这些权重根据主要数据源的属性反映了GCS属性的连通性。此外,GCS的整体强度可以通过组合这些权重来仔细检查。TuSMe的原型实现与其他当代最先进的方法相比有了显著的改进。
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引用次数: 0
Study of Soil, Water, and Cropping Pattern in Danastar Wah (Manchar Lake) Command Area Using Geospatial Tools 基于地理空间工具的丹纳斯塔华(曼查尔湖)指挥区水土种植格局研究
Pub Date : 2018-10-01 DOI: 10.22581/MUET1982.1804.17
A. A. Siyal, Imran Lakhair, M. Babar, Pirah Siyal, G. S. Solangi
The effluent water brought by RBOD (Right Bank Outfall Drain) is not only threat to the aquatic life of Manchar Lake but also the fertile agricultural lands which are being cultivated by use of lake water through Danastar Wah are at risk of salinization. The farming community of the area is scary of continual use of irrigation waters received through the Danastar Wah; they are of the view that the constant use of this water will ruin their fertile lands into salt-affected soils. Thus, keeping in view the fears of the farmers of the command area of Danastar Wah, a study was carried out to investigate the water quality of the Manchar Lake, RBOD MNV (Main Nara Valley) drain and Danastar Wah, and to examine soil salinity status of the area using Geo-referenced field and satellite imagery data for Kharif season of the year 2015. The results of the study showed that the EC (Electrical Conductivity) of the Danastar Wah water was below 1.2 dS/m. Thus, the water was suitable for irrigation purpose. In all the water samples, Na+, Ca2+ + Mg2+ and CO3 concentrations were found within the permissible limits, while no concentration of HCO3 was found in any of the water samples. In the command area, clay texture was dominant down to a depth of 60 cm soil profile. In the area about 37, 28, and 30% of the soils were normal (non-saline), saline and sodic, respectively; while only 5% of soils were saline-sodic. The cotton crop was identified as the major Kharif crop, occupying about 13.76% (2,844 ha) of the total command area, followed by rice crop grown on about 5.21% (1,078 ha) of the command area. The overall accuracy of image classification was 90% with a kappa coefficient of 0.86. Based on this study, it can be concluded that the water of the Danastar Wah can be used for irrigation purpose during Kharif season only with the condition that adequate land drainage is maintained. It is also suggested that before using the water of Manchar Lake, RBOD and Danastar Wah for Rabi season, analysis for water quality be conducted. GeoInformatics (GIS and RS) tools can be employed for spatial and temporal monitoring of water quality of the Manchar Lake.
右岸排水渠的排放不仅对曼查尔湖的水生生物构成威胁,而且对利用丹纳斯达华湖水耕作的肥沃农田也有盐碱化的危险。该地区的农业社区对持续使用达纳斯塔河的灌溉用水感到恐惧;他们认为,不断使用这种水会把他们肥沃的土地变成受盐影响的土壤。因此,考虑到Danastar Wah指挥地区农民的担忧,我们开展了一项研究,调查了Manchar湖、RBOD MNV(主要奈良山谷)排水沟和Danastar Wah的水质,并利用2015年Kharif季节的地理参考野外和卫星图像数据检查了该地区的土壤盐度状况。研究结果表明,丹纳斯塔华水的电导率(EC)在1.2 dS/m以下。因此,水适合灌溉的目的。所有水样中Na+、Ca2+ + Mg2+和CO3浓度均在允许范围内,未发现HCO3浓度。在指挥区,粘土质地占主导地位,直至60 cm深度的土壤剖面。该地区正常土壤(非盐碱化)、盐碱化土壤和盐碱化土壤的比例分别为37%、28%和30%;而只有5%的土壤是盐碱化的。棉花作物被确定为主要的Kharif作物,占总指挥面积的13.76%(2844公顷),其次是水稻作物,约占指挥面积的5.21%(1078公顷)。图像分类的总体准确率为90%,kappa系数为0.86。本研究认为,只有在保持充足的土地排水的条件下,达纳斯塔河的水才能在丰收季节用于灌溉。建议在腊季使用Manchar湖、RBOD和Danastar Wah水之前,进行水质分析。地理信息系统(GIS)和遥感(RS)工具可用于曼查尔湖水质的时空监测。
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引用次数: 5
Whose Geology is it Anyway? 到底是谁的地质学?
Pub Date : 2018-10-01 DOI: 10.1144/geosci2018-013
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引用次数: 0
Level of Awareness and Use of the Different BIM Software Packages in the Nigerian AEC Industry 尼日利亚AEC行业对不同BIM软件包的认识水平和使用情况
Pub Date : 2018-10-01 DOI: 10.36263/nijest.2018.02.0070
O. Ediae, E. P. Enoma
This study considered the extent of use of Building Information Modelling (BIM), in the Architecture, Engineering and Construction Industry (AEC) in Nigeria. The factors influencing the level of adoption of BIM and the barriers to the adoption of BIM in the AEC industry in Nigeria was investigated. The data collection technique used was the survey method, which involved the administration of structured questionnaires to 100 professionals in the AEC industry in Nigeria in the three main cities of Lagos, Port Harcourt, and Abuja. The data was analysed using Statistical Package for the Social Sciences (SPSS). The result shows that most professionals in the AEC Industry are aware of the use of BIM in the AEC Industry and a lot of professionals have also engaged in the use of BIM tools. It also shows that the BIM tools are mostly used for activities in the design stage such as design, visualization and drafting but, are least used for maintenance activities. The major barriers to the adoption of BIM in the AEC Industry in the study include, lack of training and education on BIM use, technical challenges associated with adoption of BIM, the complicated nature and processes involved in BIM use, inadequate government support for BIM use in the AEC Industry and general resistance to change by people in the AEC Industry. The study recommends that in order to achieve critical mass adoption of BIM and its benefits maximized in the AEC Industry in Nigeria there is a need for sensitization on the benefits of BIM and training of students and professionals in the industry on the use of BIM.
本研究考虑了建筑信息模型(BIM)在尼日利亚建筑、工程和建筑业(AEC)中的使用程度。对影响BIM采用水平的因素和尼日利亚AEC行业采用BIM的障碍进行了调查。使用的数据收集技术是调查法,其中包括对尼日利亚三个主要城市拉各斯、哈科特港和阿布贾的AEC行业的100名专业人员进行结构化问卷调查。使用社会科学统计软件包(SPSS)对数据进行分析。结果表明,大多数AEC行业的专业人士都意识到BIM在AEC行业的使用,很多专业人士也在从事BIM工具的使用。它还表明,BIM工具主要用于设计阶段的活动,如设计,可视化和绘图,但很少用于维护活动。在这项研究中,AEC行业采用BIM的主要障碍包括:缺乏BIM使用方面的培训和教育,采用BIM所面临的技术挑战,BIM使用所涉及的复杂性质和过程,政府对BIM在AEC行业使用的支持不足,以及AEC行业人士普遍抵制变革。该研究建议,为了在尼日利亚AEC行业实现BIM的大规模采用及其利益最大化,需要对BIM的好处进行敏感化,并对行业内的学生和专业人员进行BIM使用方面的培训。
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引用次数: 0
Efficient Advanced Encryption Standard for Securing Cognitive Radio Networks 保护认知无线网络的高效高级加密标准
Pub Date : 2018-10-01 DOI: 10.22581/MUET1982.1804.16
Marieke Saher, Asjad Amin, I. Qureshi, M. A. Qureshi, M. M. Jawaid
During the last decade, the CR (Cognitive Radio) came into view as a major wireless technology to resolve the issue of spectrum secrecy and efficient spectrum utilization. However, due to unlicensed (secondary) users, there are various security threats to the CRN (Cognitive Radio Networks). Some malicious users may access the CRN and mislead the secondary users to vacate the occupied channel, which may stop the communication. In this work, we propose a new cryptographic-based algorithm, CRAES (Cognitive Radio-Advanced Encryption Standard), inspired by the traditional AES to secure the CRN. The data of the primary and secondary users is encrypted at the transmitter and decrypted at the receiver. Unlike the conventional AES, we introduce the data-dependent key-generation and shift-rows process. We also reduce the rounds of AES from 10-6 to improve the computational efficiency without compromising the overall security. The experimental results demonstrate the effectiveness of the proposed CR-AES in terms of better security, reliability, and computational efficiency.
近十年来,认知无线电(CR, Cognitive Radio)作为解决频谱保密和频谱高效利用问题的一种主要无线技术被人们所关注。然而,由于未授权(辅助)用户的存在,认知无线网络(CRN)面临着各种安全威胁。某些恶意用户可能会访问CRN,误导备用用户腾出占用的通道,从而导致通信中断。在这项工作中,我们提出了一种新的基于密码学的算法,CRAES(认知无线电高级加密标准),该算法受到传统AES的启发,以保护CRN。主用户和辅助用户的数据在发送端加密,在接收端解密。与传统的AES不同,我们引入了依赖于数据的密钥生成和移位过程。我们还将AES的轮数从10-6减少,以提高计算效率,同时不影响整体安全性。实验结果证明了该算法在安全性、可靠性和计算效率方面的有效性。
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引用次数: 4
Development of Experimental Setup for Measuring Thermal Conductivity Characteristics of Soil 土壤导热特性测量实验装置的研制
Pub Date : 2018-10-01 DOI: 10.22581/10.22581/MUET1982.1804.10
G. Muhammad, Amanullah Marri, Abdul Majeed Shar
Thermal conductivity displays a key role in design of engineering structures where, thermal stresses resulting from heat and temperatures are of concern. Significant efforts were made to measure the thermal conductivity of different materials. For thermal conductivity characterization of soil samples it is essential to have very flexible set-up. Hence, this paper provides details about indigenously developed experimental setup for thermal conductivity measurement. The design of this newly developed setup is based on the basic principle of steady state heat flow. This experimental setup is designed in order to measure the thermal conductivity of various materials such as soils, rocks, concrete and any type of unbonded and bonded materials. In this paper, initially the theoretical background of the measurement techniques and the principle of heat flow are described, followed by design description and working procedure. The design has been kept very simple, adjustable for varying type and size of specimens and easy to operate with excellent level of accuracy as evident from system calibration. The accuracy and precision of the newly developed setup was verified by testing reference materials of known thermal conductivity and in the test results a high correlation coefficient (R2 = 0.999) between experimental data and fitting curve was achieved.
热导率在工程结构设计中发挥着关键作用,其中热和温度引起的热应力是人们关注的问题。在测量不同材料的导热系数方面做了大量的工作。对于土壤样品的导热性表征,有非常灵活的设置是必不可少的。因此,本文详细介绍了国内开发的热导率测量实验装置。这个新开发的装置的设计是基于稳态热流的基本原理。本实验装置设计用于测量各种材料的导热性,如土壤、岩石、混凝土和任何类型的未粘结和粘结材料。本文首先介绍了热流测量技术的理论背景和原理,然后进行了设计说明和工作步骤。设计一直保持非常简单,可调整不同类型和大小的标本,易于操作,具有优异的精度水平,从系统校准明显。通过对已知热导率标准物质的测试,验证了该装置的准确性和精密度,实验数据与拟合曲线具有较高的相关系数(R2 = 0.999)。
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引用次数: 2
An Efficient and Intelligent Recommender System for Mobile Platform 一种高效智能的移动平台推荐系统
Pub Date : 2018-10-01 DOI: 10.22581/MUET1982.1804.02
Muhammad Jabbar, Qaisar Javaid, Muhammad Arif, A. Munir, A. Javed
Recommender Systems are valuable tools to deal with the problem of overloaded information faced by most of the users in case of making purchase decision to buy any item. Recommender systems are used to provide recommendations in many domains such as movies, books, digital equipment’s, etc. The massive collection of available books online presents a great challenge for users to select the relevant books that meet their preferences. Users usually read few pages or contents to decide whether to buy a certain book or not. Recommender systems provide different value addition factors such as similar user ratings, users past history, user profiles, etc. to facilitate the users in terms of providing relevant recommendations according to their preferences. Recommender systems are broadly categorized into content based approach and collaborative filtering approach. Content based or collaborative filtering approaches alone are not sufficient to provide most accurate and relevant recommendations under diverse scenarios. Therefore, hybrid approaches are also designed by combining the features of both the content based and collaborative filtering approaches to provide more relevant recommendations. This paper proposes an efficient hybrid recommendation scheme for mobile platform that includes the traits of content based and collaborative filtering approaches in addition of the context based approach that is included to provide the latest books recommendations to user.Objective and subjective evaluation measures are used to compute the performance of the proposed system. Experimental results are promising and signify the effectiveness of our proposed hybrid scheme in terms of most relevant and latest books recommendations.
推荐系统是解决大多数用户在做出购买决定时所面临的信息过载问题的重要工具。推荐系统用于在许多领域提供推荐,如电影、书籍、数字设备等。海量的在线图书给用户选择符合他们喜好的相关图书带来了巨大的挑战。用户通常会阅读几页或几篇内容来决定是否购买某本书。推荐系统提供类似用户评分、用户历史记录、用户简介等不同的增值因素,方便用户根据自己的喜好提供相关的推荐。推荐系统大致分为基于内容的推荐系统和协同过滤推荐系统。单独的基于内容或协作过滤方法不足以在各种场景下提供最准确和相关的建议。因此,还设计了混合方法,将基于内容的过滤方法和协同过滤方法的特性结合起来,以提供更相关的推荐。本文提出了一种高效的移动平台混合推荐方案,该方案融合了基于内容和协同过滤方法的特点,并结合基于上下文的方法向用户提供最新的图书推荐。采用客观和主观评价指标来计算系统的性能。实验结果很有希望,表明我们提出的混合方案在最相关和最新书籍推荐方面的有效性。
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引用次数: 3
Geostatistical Modelling and Mapping of the Concentration of Gaseous Pollutants 气态污染物浓度的地质统计模拟和制图
Pub Date : 2018-10-01 DOI: 10.36263/nijest.2018.02.0084
J. S. Okpoko, H. Audu
In this study, the prediction of the concentration of gaseous pollutants around Ughelli West gas flow station in Delta State of Nigeria was carried out using Geostatistical technique in GIS environment. Since air pollutants negatively affect quality of air, lives and the environment, there is therefore the need to frequently monitor air quality, have thorough understanding of the pollutants’ concentration and their spatial distribution in an environment. The gaseous pollutants data of volatile organic compounds (VOCs), methane (CH4), nitrogen dioxide (NO2), sulphur dioxide (SO2) and ozone (O3), were obtained using Multi-parameter gas monitor while that of fine particulate matter (PM2.5) was obtained with SPM meter for a period of three months. Thermo Anemometer was used to obtain the values of wind speed, ambient temperature, atmospheric pressure and relative humidity. Artificial Neural Network designer software (Pythia) was used to validate the acquired field data; predict the concentration of the gaseous pollutants at selected distances from the flow station. The geospatial coordinates of the flow station were obtained using Global Navigation Satellite System (GNSS) receivers; the geospatial modelling and analysis were performed with ArcGIS software and ordinary kriging method of Geostatistical techniques. The results of the maximum concentration for the gaseous pollutants in the study area were 28.17 µg/m3, 19.44 µg/m3, 0.37 µg/m3, 49.81 µg/m3, 0.061 µg/m3 and 0.047µg/m3 for VOCs, CH4, NO2, PM2.5, O3 and SO2 respectively. The root mean square error for the concentration of the gaseous pollutants, ozone and sulphur (IV) oxide in the study area were 0.01618 and 0.008417 indicating a good interpolation model, while their root mean square standard errors, which show the reliability of the predicted values, were 0.70513551 and 0.8459251 respectively. These results conform with the report of other researchers that a better kriging method yields a smaller root mean square and a standard root mean square closer to one. The developed prediction maps for the gaseous pollutants in this study revealed that the study area will experience lower concentration of gaseous pollutants at a distance of 400 m and above.
本研究利用GIS环境下的地质统计学技术对尼日利亚三角洲州Ughelli West气站周边气体污染物浓度进行了预测。由于空气污染物对空气质量、生活质量和环境都有负面影响,因此需要经常监测空气质量,全面了解环境中污染物的浓度和空间分布。采用多参数气体监测仪采集了3个月的挥发性有机物(VOCs)、甲烷(CH4)、二氧化氮(NO2)、二氧化硫(SO2)和臭氧(O3)等气体污染物的数据,并采用SPM仪采集了细颗粒物(PM2.5)的数据。利用热风速计测量风速、环境温度、大气压力和相对湿度。采用人工神经网络设计软件(Pythia)对采集的现场数据进行验证;预测气体污染物在离流量站选定距离处的浓度。利用全球卫星导航系统(GNSS)接收机获取流量站地理空间坐标;利用ArcGIS软件和地质统计技术中的普通克里格方法进行地理空间建模和分析。研究区气态污染物最大浓度VOCs、CH4、NO2、PM2.5、O3和SO2分别为28.17µg/m3、19.44µg/m3、0.37µg/m3、49.81µg/m3、0.061µg/m3和0.047µg/m3。研究区气体污染物、臭氧和硫(IV)氧化物浓度的均方根误差分别为0.01618和0.008417,表明插值模型良好,其均方根标准误差分别为0.70513551和0.8459251,表明预测值的可靠性。这些结果与其他研究人员的报告一致,即更好的克里格方法产生更小的均方根和更接近1的标准均方根。本研究开发的气体污染物预测图显示,研究区在400 m及以上距离处气体污染物浓度较低。
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引用次数: 1
Essential tips for a rock-solid PhD: Part II 获得坚如磐石的博士学位的基本技巧:第二部分
Pub Date : 2018-10-01 DOI: 10.1144/geosci2018-018
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引用次数: 0
The Potentials of Iron and Steel Slags as Supplementary Cementitious Materials in the Nigerian Construction Industry: A Review 钢铁渣在尼日利亚建筑业作为补充胶凝材料的潜力:综述
Pub Date : 2018-10-01 DOI: 10.36263/nijest.2018.02.0092
O. R. Ogirigbo, J. Ukpata, I. Inerhunwa
Ground Granulated Blast Furnace Slag (GGBS) is a type of Supplementary Cementitious Material (SCM) that is currently being used extensively in the global construction industry. SCMs are cheaper than Portland cement, help to improve certain properties of concrete and also help to reduce the environmental footprint associated with the production of Portland cement. GGBS is readily available in most parts of the world as a waste product from iron and steel production. However, its use as a SCM in some countries has not been fully maximized. This is primarily because of lack of documented studies on the properties of GGBS that influences its suitability as a SCM, especially in tropical environments. This paper reviewed the use of GGBS as a SCM for the partial replacement of Portland cement, with particular emphasis on its potential use in tropical warm environments such as Nigeria and other similar countries.
粉状高炉矿渣(GGBS)是目前在全球建筑业中广泛使用的一种补充胶凝材料(SCM)。SCMs比波特兰水泥便宜,有助于改善混凝土的某些性能,也有助于减少与波特兰水泥生产相关的环境足迹。在世界大部分地区,GGBS作为钢铁生产的废物很容易获得。然而,在一些国家,它作为供应链管理的使用还没有得到充分的发挥。这主要是因为缺乏对影响其作为SCM适用性的GGBS特性的文献研究,特别是在热带环境中。本文综述了GGBS作为SCM部分替代波特兰水泥的应用,特别强调了其在热带温暖环境中的潜在应用,如尼日利亚和其他类似国家。
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引用次数: 0
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