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EMOTION MINING IN ENGLISH TEXT USING BAYES & SVM APPROACH 基于贝叶斯和支持向量机的英语文本情感挖掘
Pub Date : 2021-01-01 DOI: 10.29121/ijesrt.v10.i3.2021.2
Emotions have captivated researchers for years, as is obvious in the huge body of research work related to emotion in area of mental characteristics, language, socialism, and interaction. Human emotion manifests itself in the form of facial expressions, speech utterances, writings, and in gestures and actions. As a result, technical research in emotion has been pursued along several proportions and has drawn upon research from various areas. This paper results in the chore of emotion gratitude by attempting to robotically learn emotions from text. In this paper, a new technique to mine the emotions from an English text has been introduced. We have used 10 categories from which we can extract the motions. Proposed system use bays and SVM approach to perform the given task. The accuracy of the proposed system is better as compared to the existing system.
多年来,情感一直吸引着研究人员,这在心理特征、语言、社会主义和互动领域与情感相关的大量研究工作中是显而易见的。人类的情感表现为面部表情、言语、文字以及手势和动作。因此,情感的技术研究沿着几个比例进行,并借鉴了来自各个领域的研究。本文通过尝试从文本中机器学习情感,产生了情感感恩的苦差事。本文介绍了一种从英语文本中挖掘情感的新方法。我们使用了10个类别,从中我们可以提取运动。提出了一种基于支持向量机(SVM)的系统方法来执行给定任务。与现有系统相比,该系统的精度更高。
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引用次数: 0
AUTOMATED FARMING SYSTEM USING GSM 采用GSM的自动化耕作系统
Pub Date : 2021-01-01 DOI: 10.29121/ijesrt.v10.i3.2021.14
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引用次数: 0
Weighted Linear Combination Procedures with GIS and Remote Sensing in Flood Vulnerability Analysis of Abeokuta Metropolis in Nigeria 基于GIS和遥感的尼日利亚阿贝奥库塔大都市洪水脆弱性加权线性组合分析
Pub Date : 2021-01-01 DOI: 10.36263/nijest.2021.01.0260
J. Oyedepo, J. Adegboyega, D. E. Oluyege, E. Babajide
The study offered the opportunity for an evaluation of the role of Remote Sensing and Geospatial techniques in flood disaster risk management and development of spatial decision support system for flood risk assessment and management in Abeokuta metropolis. Datasets used includes cloud free high resolution satellite images and Shuttle Radar Topographic Mission (SRTM) data downloaded from earth explorer site. Soil data used was obtained from Food and Agriculture Organization (FAO’s) Harmonised World Soil Database, while rainfall data was obtained from the Climate Hazards Group InfraRed Precipitation Station. Maps of flood enhancing factors namely: soil types, rainfall intensity, drainage density and topography were created in Geographic Information Systems using same scale of 1: 50,000 and Geographic coordinate system (WGS 1984). All maps were produced in raster format with the same cell grid cell size of 0.0028 mm. They were then subjected to weighting by ranking and Multi-Criteria Analysis (MCA) using the Weighted Linear Combination. The study identified topography and land use as key factors contributing to flooding within Abeokuta metropolis. Obstruction of natural drainage channels by buildings aggravates disasters from flash flood events.
该研究为评价遥感和地理空间技术在洪水灾害风险管理中的作用以及开发阿贝奥库塔大都市洪水风险评估和管理的空间决策支持系统提供了机会。使用的数据集包括从地球探测器站点下载的无云高分辨率卫星图像和航天飞机雷达地形任务(SRTM)数据。所使用的土壤数据来自联合国粮食及农业组织(FAO)世界土壤统一数据库,而降雨数据来自气候灾害组织红外降水站。在地理信息系统中使用相同的1:5万比例尺和地理坐标系统(WGS 1984)绘制了洪水增强因子图,即土壤类型、降雨强度、排水密度和地形。所有地图均采用栅格格式,单元格尺寸相同,为0.0028 mm。然后使用加权线性组合对它们进行排序和多标准分析(MCA)加权。该研究确定地形和土地利用是导致阿贝奥库塔大都市洪水的关键因素。建筑物对自然排水渠道的阻塞加剧了山洪灾害。
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引用次数: 1
FORENSIC ANALYSIS OF DUPLICATE IMEI’S-A CASE STUDY 重复imei ' s的法医分析——一个案例研究
Pub Date : 2021-01-01 DOI: 10.29121/ijesrt.v10.i3.2021.11
Mobile forensics is a sub-set of digital forensics which includes the investigation and acquisition of artifacts of mobile phones. With the advancement of technology threats to mobile phones made forensic science a challenging Endeavour. Number of mobile users is increasing worldwide and creates tremendous problems and challenges. As the technology is advancing the criminals are also getting advanced day by day. Investigation agencies come across various crimes committed through different modes, forgery of IMEI number(s) of mobile device being one of them. This paper presents a case study in which mobile phones of duplicate IMEI’s, hardware tools capable of duplicating IMEI along with other evidences have been received and examined in the laboratory.
移动取证是数字取证的一个子集,包括对移动电话文物的调查和获取。随着技术的进步,对移动电话的威胁使法医科学成为一项具有挑战性的工作。全球移动用户数量不断增加,这带来了巨大的问题和挑战。随着技术的进步,犯罪分子也日益先进。调查机关经常会遇到各种各样的犯罪方式,伪造手机IMEI号码就是其中之一。本文提出了一个案例研究,其中复制IMEI的手机,能够复制IMEI的硬件工具以及其他证据已经收到并在实验室进行了检查。
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引用次数: 0
-BANHATTI, HYPER -BANHATTI INDICES AND THEIR POLYNOMIALS OF CERTAIN NETWORKS 某些网络的<s:1> -banhatti、超<s:1> -banhatti指数及其多项式
Pub Date : 2021-01-01 DOI: 10.29121/ijesrt.v10.i3.2021.1
Recently, the -vertex degree concept was defined in Chemical Graph Theory. In this paper, we propose the first and second -Banhatti indices, first and second hyper -Banhatti indices and their corresponding polynomials of a molecular graph and compute exact formulas for silicate networks and hexagonal networks.
最近,化学图论中定义了顶点度概念。本文提出了分子图的第一和第二舍不得舍不得指数、第一和第二舍不得舍不得指数及其对应的多项式,并计算了硅酸盐网络和六边形网络的精确公式。
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引用次数: 0
SNUFF: LOCATION TRACKING TOOL 鼻烟:位置跟踪工具
Pub Date : 2021-01-01 DOI: 10.29121/ijesrt.v10.i3.2021.12
In the present scenario it is observed that 66.60 percent population of the world has a mobile device (cell phones, tablets and other mobile devices). Billions of users are using the social media across various platforms like Facebook, Whatsapp, Twitter, Instagram etc. But simultaneously, the Internet crimes and frauds are increasing rapidly day by day across the world in which the social media platforms are playing a vital role. Criminals use mobile phones as a partner in their crimes. They use social media platforms for criminal motive. To hold-up and to trace the criminals, the investigation agencies try to find out the locations of the criminals by tracing their mobile numbers using CDR analysis, IP address analysis and other methods. But the criminal have been intelligent now and using the new technologies to hide themselves. The criminals use social media accounts for calling and chatting so that police or other investigation agencies cannot trace them easily. In such conditions, it was felt necessary to develop such a tool that can facilitate the investigating agencies and police personnel to trace the criminals easily. Therefore, a tool named SNUFF is developed by the authors that can help the police and other agencies to trace and find out the exact location of the person or the criminal who has been using the social media sites for his ill intentions.
在目前的情况下,66.60%的世界人口拥有移动设备(手机、平板电脑和其他移动设备)。数十亿用户通过Facebook、Whatsapp、Twitter、Instagram等各种平台使用社交媒体。但与此同时,网络犯罪和欺诈在全球范围内日益迅速增加,社交媒体平台在其中发挥着至关重要的作用。罪犯把手机作为犯罪的伙伴。他们利用社交媒体平台进行犯罪。为了阻止和追踪犯罪分子,调查机关利用话单分析、IP地址分析等方法追踪犯罪分子的手机号码,试图找出犯罪分子的位置。但是犯罪分子现在已经很聪明了,他们利用新技术来隐藏自己。犯罪分子利用社交媒体账户打电话和聊天,这样警方或其他调查机构就无法轻易追踪到他们。在这种情况下,人们认为有必要开发这样一种工具,使调查机构和警察人员能够容易地追查罪犯。因此,作者开发了一种名为SNUFF的工具,可以帮助警察和其他机构追踪并找到使用社交媒体网站进行恶意活动的人或罪犯的确切位置。
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引用次数: 0
Physicochemical Characteristics of Selected Sachet and Bottled Water in Abraka, Delta State 三角洲州阿布拉卡精选香袋和瓶装水的物理化学特性
Pub Date : 2021-01-01 DOI: 10.36263/nijest.2021.01.0248
C. Otobrise, T.C. Azuh, E.I. Mmakwe, E. Ogbakpa, C.O. Tolorun
Some physicochemical properties of five brands of sachet and five brands of bottled water sold/produced in Abraka; Ethiope East Local Government Area of Delta State was investigated. Amounts of heavy in the water samples were also determined. The results were compared with World Health Organization (WHO) standards and Nigerian Standard for Drinking Water Quality (NSDWQ) respectively. Seventy percent of the samples had pH levels below the minimum level of 6.50 recommended by WHO and NSDWQ, suggesting that the water samples are acidic. The slight acidity of the water samples may not be unconnected to impurities from poor treatment techniques. Results for other physicochemical parameters: EC (78.60 ± 34.06 µs/cm), TDS (42.80 ± 18.46 mg/L), Temperature (30.02 ± 0.46 OC), Cl- (16.88 ± 7.01 mg/L), NO3- (0.12 ± 0.05 mg/L), NO2- (<0.001 mg/L), TH(10.60 ± 7.09 mg/L), Cu(0.05 ± 0.00 mg/L), Fe(0.34 ± 0.19 mg/L), Zn(0.11 ± 0.02 mg/L) and Mn (0.03 ± 0.00 mg/L) for sachet water samples; EC (99.60 ± 76.18 µs/cm), TDS (54.20 ± 41.84 mg/L), Temperature (29.96 ± 0.21 OC), Cl- (20.85 ± 17.44 mg/L), NO3- (0.12 ± 0.03 mg/L), NO2- (0.01 ± 0.01 mg/L), TH(15.00 ± 16.36 mg/L), Cu(0.04 ± 0.01 mg/L), Fe(0.20 ± 0.15 mg/L), Zn(0.11 ± 0.03 mg/L) and Mn (0.09 ± 0.01 mg/L) for bottled water samples; were within permissible limits, indicating that the water samples are good enough for human consumption.
在阿布拉卡销售/生产的5个品牌的小香囊和5个品牌的瓶装水的一些理化性质;对三角洲州埃塞俄比亚东部地方政府区进行了调查。还测定了水样中的重金属含量。结果分别与世界卫生组织(WHO)标准和尼日利亚饮用水水质标准(NSDWQ)进行比较。70%的水样pH值低于世卫组织和nssdwq建议的最低水平6.50,表明水样呈酸性。水样的轻微酸度可能与不良处理技术产生的杂质有关。其他理化参数:微囊水样EC(78.60±34.06µs/cm)、TDS(42.80±18.46 mg/L)、温度(30.02±0.46 OC)、Cl-(16.88±7.01 mg/L)、NO3-(0.12±0.05 mg/L)、NO2- (<0.001 mg/L)、TH(10.60±7.09 mg/L)、Cu(0.05±0.00 mg/L)、Fe(0.34±0.19 mg/L)、Zn(0.11±0.02 mg/L)、Mn(0.03±0.00 mg/L);瓶装水样品的EC(99.60±76.18µs/cm)、TDS(54.20±41.84 mg/L)、Temperature(29.96±0.21 OC)、Cl-(20.85±17.44 mg/L)、NO3-(0.12±0.03 mg/L)、NO2-(0.01±0.01 mg/L)、TH(15.00±16.36 mg/L)、Cu(0.04±0.01 mg/L)、Fe(0.20±0.15 mg/L)、Zn(0.11±0.03 mg/L)、Mn(0.09±0.01 mg/L);都在允许的范围内,表明水样的质量足以供人类食用。
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引用次数: 0
ON τ*-GENERALIZED PRE CONTINUOUS MULTIFUNCTIONS IN TOPOLOGICAL SPACES 拓扑空间中τ*-广义前连续多函数
Pub Date : 2021-01-01 DOI: 10.29121/ijesrt.v10.i3.2021.9
In this paper, we introduce the concept of〖 τ〗^*-generalized pre continuous multifunctions in topological spaces and study some of their properties where〖 τ〗^* is defined by τ^*={G:cl^* (G^C)=G^C}
本文在拓扑空间中引入了〖τ〗^*-广义预连续多函数的概念,研究了它们的一些性质,其中〖τ〗^*由τ^*={G:cl^* (G^C)=G^C}定义。
{"title":"ON τ*-GENERALIZED PRE CONTINUOUS MULTIFUNCTIONS IN TOPOLOGICAL SPACES","authors":"","doi":"10.29121/ijesrt.v10.i3.2021.9","DOIUrl":"https://doi.org/10.29121/ijesrt.v10.i3.2021.9","url":null,"abstract":"In this paper, we introduce the concept of〖 τ〗^*-generalized pre continuous multifunctions in topological spaces and study some of their properties where〖 τ〗^* is defined by τ^*={G:cl^* (G^C)=G^C}","PeriodicalId":11002,"journal":{"name":"Day 1 Tue, March 23, 2021","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86978086","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
REVIEW OF TRANSIENT THERMAL ANALYSIS OF DOUBLE DISC ROTOR FOR DIFFERENT MATERIALS WITH HYBRID MECHANISM. 不同材料混合机构双盘转子瞬态热分析综述。
Pub Date : 2021-01-01 DOI: 10.29121/ijesrt.v10.i3.2021.3
This paper is presented review of disc brake rotor of different materials with hybrid mechanism, which is showing about on disc brake rotor by analysis of different shapes of slot of various vehicles. Optimization of shapes and slotsare use to estimate good thermal conductivity of the disc brake rotor. In this paper, review about challenges and problems associated with disk brake and characteristics of Thermal analysis on real model of disc brake rotor. It deals with literature survey of transient, thermal analysis of composite disc brake. Various disk brake as well as its materials is also discussed in this paper for review.
本文对混合动力机构中不同材料的盘式制动转子进行了综述,通过对各种车辆的不同槽形的分析,对盘式制动转子进行了分析。优化的形状和槽是用来估计良好的导热盘式制动器转子。本文综述了盘式制动器所面临的挑战和存在的问题,并对盘式制动器转子的实际模型进行了热分析。对复合盘式制动器的暂态、热分析进行了文献综述。本文还对各种盘式制动器及其材料进行了综述。
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引用次数: 0
EFFECT OF BASE ISOLATION ON MULTISTOREY STEEL STRUCTURE IN DIFFERENT SOIL CONDITIONS. 不同土壤条件下多层钢结构基础隔震的影响。
Pub Date : 2021-01-01 DOI: 10.29121/ijesrt.v10.i3.2021.6
A quake is a random tremor or movement of the earth’s crust, which is developed naturally on or below the surface of earth. While designing a structures in seismically active area, a designer has to make provision of predetermined level of reliability and earthquake resistance of building structures. Now, to improve the seismic resistance, various isolation techniques, including lead rubber bearings, which occupy a leading position in the construction practice utilization, are being increasingly applied. Base isolation (BI) system for buildings is introduced to separate the building structure from potential damage induced by earthquake motion, preventing the building superstructures from absorbing the earthquake energy. A study determining the effectiveness of base isolators is carried out on multi-storey structures with varying height and in different soil condition.
地震是地壳的随机震动或运动,是在地球表面上或地下自然发生的。在地震活跃区内进行结构设计时,设计人员必须对建筑结构的可靠度和抗震设定值作出规定。目前,为了提高结构的抗震性能,各种隔震技术得到越来越多的应用,其中铅橡胶支座在建筑实践应用中占据领先地位。介绍了建筑物基础隔震系统,将建筑物结构与地震运动的潜在损伤隔离开来,防止建筑物上部结构对地震能量的吸收。对不同高度、不同土壤条件下的多层结构进行了基础隔震效果的研究。
{"title":"EFFECT OF BASE ISOLATION ON MULTISTOREY STEEL STRUCTURE IN DIFFERENT SOIL CONDITIONS.","authors":"","doi":"10.29121/ijesrt.v10.i3.2021.6","DOIUrl":"https://doi.org/10.29121/ijesrt.v10.i3.2021.6","url":null,"abstract":"A quake is a random tremor or movement of the earth’s crust, which is developed naturally on or below the surface of earth. While designing a structures in seismically active area, a designer has to make provision of predetermined level of reliability and earthquake resistance of building structures. Now, to improve the seismic resistance, various isolation techniques, including lead rubber bearings, which occupy a leading position in the construction practice utilization, are being increasingly applied. Base isolation (BI) system for buildings is introduced to separate the building structure from potential damage induced by earthquake motion, preventing the building superstructures from absorbing the earthquake energy. A study determining the effectiveness of base isolators is carried out on multi-storey structures with varying height and in different soil condition.","PeriodicalId":11002,"journal":{"name":"Day 1 Tue, March 23, 2021","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82811324","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Day 1 Tue, March 23, 2021
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