V. N. Zhidkov, Nikolay V. Kim, A. Mamonov, V. V. Polyansky
The present work reviews the procedure of transfer of various objects by the robot in response to human verbal request. It features major aspects involved in designing of the required image of the gripping device of the social robot, aimed at performing a large range of tasks for human assistance. It also contains the description of algorithmic instruments ensuring formulation of tasks for the robot based on patient request.
{"title":"On the Problem of Developing Software and Hardware Instruments for the Social Robot","authors":"V. N. Zhidkov, Nikolay V. Kim, A. Mamonov, V. V. Polyansky","doi":"10.1109/DeSE.2019.00052","DOIUrl":"https://doi.org/10.1109/DeSE.2019.00052","url":null,"abstract":"The present work reviews the procedure of transfer of various objects by the robot in response to human verbal request. It features major aspects involved in designing of the required image of the gripping device of the social robot, aimed at performing a large range of tasks for human assistance. It also contains the description of algorithmic instruments ensuring formulation of tasks for the robot based on patient request.","PeriodicalId":6632,"journal":{"name":"2019 12th International Conference on Developments in eSystems Engineering (DeSE)","volume":"211 1","pages":"239-242"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79392414","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}
Huda M. Jawad, A. Kadhim, S. H. A. Muslim, Waseem M. Al Juboori
Further improvements in speed, accuracy get by direct Theoretical analysis of molecular problems, have become very developed investigation by Computational tools and the underlying theoretical framework. Theoretical studies for calculating molecular structure parameters of Adrenaline, carbon nanotube and Adrenaline bond with carbon nanotube were performed using DFT. Based on B3LYP with 6-31(d) basis set was used to investigate the effect on the electronic was used to find the effect on the electronic structure, variation and thermochemistry properties. Furthermore, these interactions can be measured by using some properties such as electronegativity (£q), hardness (ƒØ ), ionization energy, absorbance, energy gap (Eg), thermal energy, Enthalpy and Gibbs free energy. The results of this work show Hardness decrease with increase the number of atoms. Adrenaline is less ionization potential and Adrenaline bond with carbon nanotube the highest ionization potential. Electronegativity from carbon nanotube higher than Adrenaline and Adrenaline bond with carbon nanotube. Absorbance of Adrenaline (C9H13NO3) from 1100 cm-1 bond for C-O cm-1 and N-O at 1200cm-1 high absorption and low transmittance. 3000-2850 cm-1 region due to C-H stretch, and type hybridization sp3. Adrenaline has big energy gap bigger than carbon nanotube and Adrenaline bonded with carbon nanotube. Described thermal energy, Enthalpy and Gibbs free energy. Thermal energy increase with increasing number of atoms.
{"title":"Design Carbon Nanotubes Drug Delivery to Transport Adrenaline Medication","authors":"Huda M. Jawad, A. Kadhim, S. H. A. Muslim, Waseem M. Al Juboori","doi":"10.1109/DeSE.2019.00133","DOIUrl":"https://doi.org/10.1109/DeSE.2019.00133","url":null,"abstract":"Further improvements in speed, accuracy get by direct Theoretical analysis of molecular problems, have become very developed investigation by Computational tools and the underlying theoretical framework. Theoretical studies for calculating molecular structure parameters of Adrenaline, carbon nanotube and Adrenaline bond with carbon nanotube were performed using DFT. Based on B3LYP with 6-31(d) basis set was used to investigate the effect on the electronic was used to find the effect on the electronic structure, variation and thermochemistry properties. Furthermore, these interactions can be measured by using some properties such as electronegativity (£q), hardness (ƒØ ), ionization energy, absorbance, energy gap (Eg), thermal energy, Enthalpy and Gibbs free energy. The results of this work show Hardness decrease with increase the number of atoms. Adrenaline is less ionization potential and Adrenaline bond with carbon nanotube the highest ionization potential. Electronegativity from carbon nanotube higher than Adrenaline and Adrenaline bond with carbon nanotube. Absorbance of Adrenaline (C9H13NO3) from 1100 cm-1 bond for C-O cm-1 and N-O at 1200cm-1 high absorption and low transmittance. 3000-2850 cm-1 region due to C-H stretch, and type hybridization sp3. Adrenaline has big energy gap bigger than carbon nanotube and Adrenaline bonded with carbon nanotube. Described thermal energy, Enthalpy and Gibbs free energy. Thermal energy increase with increasing number of atoms.","PeriodicalId":6632,"journal":{"name":"2019 12th International Conference on Developments in eSystems Engineering (DeSE)","volume":"78 1","pages":"717-720"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79295350","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}
M. Pichkalev, Roman Lavrenov, Ramil Safin, K. Hsia
This article describes the algorithm of points extraction from the picture processed by a canny edge detector that will be turned in the curves using the cubic spline interpolation. Here will be presented several examples, including code. Furthermore, this paper will describe steps of creating the system, which will depict on a sheet of paper a picture taken from a web-camera. The system enables a webcam from which will be taken snapshot, the convenient program with the graphical user interface, including algorithms, whose parameters can be changed, TCP server, webcam control, observation of the drawing process and logging. The main drawing component of the system is KUKA KR3 R540. KR3 R540 is robotic system with a manipulator that will take commands to draw a result image.
{"title":"Face Drawing by KUKA 6 Axis Robot Manipulator","authors":"M. Pichkalev, Roman Lavrenov, Ramil Safin, K. Hsia","doi":"10.1109/DeSE.2019.00132","DOIUrl":"https://doi.org/10.1109/DeSE.2019.00132","url":null,"abstract":"This article describes the algorithm of points extraction from the picture processed by a canny edge detector that will be turned in the curves using the cubic spline interpolation. Here will be presented several examples, including code. Furthermore, this paper will describe steps of creating the system, which will depict on a sheet of paper a picture taken from a web-camera. The system enables a webcam from which will be taken snapshot, the convenient program with the graphical user interface, including algorithms, whose parameters can be changed, TCP server, webcam control, observation of the drawing process and logging. The main drawing component of the system is KUKA KR3 R540. KR3 R540 is robotic system with a manipulator that will take commands to draw a result image.","PeriodicalId":6632,"journal":{"name":"2019 12th International Conference on Developments in eSystems Engineering (DeSE)","volume":"78 1","pages":"709-714"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75377936","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}
Enterprise information system represents the most popular base in data generation and aggregation. Decision making depends on data generated by institutions. Webhouse can monitor the movement of stored data. Access to the optimal decision-based webhouse is remotely handled via the Internet. Healthcare enterprises are among the most important institutions that handle data for making informed decisions. This study presents the most optimal and simplest approaches for handling and controlling data from institutions. This study proposes an algorithm for entering, cleaning and purifying data for webhouse (called Web extraction–transformation–loading). It suggests an algorithm (called Web fragmentation) to easily and simply display data across the Web and build a receipt. Moreover, this study proposes an algorithm (called Web OLAP) for analysing stored data to arrive at a correct decision by constructing a query on the basis of the options determined by an organisation. The individual outputs of the proposed algorithms provide services to the beneficiary. The recommended system is used to call the last analysis of the queried data and the resulting decisions. The methods used in this study yield excellent results in terms of data recall and performance. The performance of the user leads to good results in appropriate decision making.
{"title":"Data Webhouse for Monitoring the Use of Enterprise Information System","authors":"D. K. Khalaf, Murtadha M. Hamad","doi":"10.1109/DeSE.2019.00059","DOIUrl":"https://doi.org/10.1109/DeSE.2019.00059","url":null,"abstract":"Enterprise information system represents the most popular base in data generation and aggregation. Decision making depends on data generated by institutions. Webhouse can monitor the movement of stored data. Access to the optimal decision-based webhouse is remotely handled via the Internet. Healthcare enterprises are among the most important institutions that handle data for making informed decisions. This study presents the most optimal and simplest approaches for handling and controlling data from institutions. This study proposes an algorithm for entering, cleaning and purifying data for webhouse (called Web extraction–transformation–loading). It suggests an algorithm (called Web fragmentation) to easily and simply display data across the Web and build a receipt. Moreover, this study proposes an algorithm (called Web OLAP) for analysing stored data to arrive at a correct decision by constructing a query on the basis of the options determined by an organisation. The individual outputs of the proposed algorithms provide services to the beneficiary. The recommended system is used to call the last analysis of the queried data and the resulting decisions. The methods used in this study yield excellent results in terms of data recall and performance. The performance of the user leads to good results in appropriate decision making.","PeriodicalId":6632,"journal":{"name":"2019 12th International Conference on Developments in eSystems Engineering (DeSE)","volume":"50 1","pages":"278-283"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75593603","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}
E. Maslak, Bakhtinur Khudanov, D. Krivtsova, T. Tsoy
Information technologies (IT) and Quantitative light-induced fluorescence (QLF) are advanced technologies for dental caries detection, quantification and monitoring. Application of IT and QLF technologies to assess and monitor early dental caries stages are described in this article. In the prospective study 110 initial caries lesions in permanent teeth of 10-16-year-old children were monitored during 12 months period after the treatment. Qraycam device based on QLF technology and Q-Ray software v.1.24 (AIOBIO, South Korea) was used to assess and quantify caries lesions before and in 3, 6, 9 and 12 months after the treatment. Two treatment methods were randomly applied: caries infiltration (the first group) and peptide amelogenin application (the second group). Differences in the treatment outcomes between the groups were assessed by Student-t-test at p-value<0.05. Before the treatment mean values of fluorescence loss (ÄF±.) and demineralization maximum (ÄFmax±.) in carious areas were similar in both groups. Visual and tactile dental examination during 12 months period after the treatment did not reveal any clinical signs of caries progression in both groups. However, QLF technology revealed significant differences between the treatment outcomes. In 12 months after the treatment, magnitudes of ÄF and ÄFmax reduction (cut-off)
{"title":"Application of Information Technologies and Quantitative Light-Induced Fluorescence for the Assessment of Early Caries Treatment Outcomes","authors":"E. Maslak, Bakhtinur Khudanov, D. Krivtsova, T. Tsoy","doi":"10.1109/DeSE.2019.00169","DOIUrl":"https://doi.org/10.1109/DeSE.2019.00169","url":null,"abstract":"Information technologies (IT) and Quantitative light-induced fluorescence (QLF) are advanced technologies for dental caries detection, quantification and monitoring. Application of IT and QLF technologies to assess and monitor early dental caries stages are described in this article. In the prospective study 110 initial caries lesions in permanent teeth of 10-16-year-old children were monitored during 12 months period after the treatment. Qraycam device based on QLF technology and Q-Ray software v.1.24 (AIOBIO, South Korea) was used to assess and quantify caries lesions before and in 3, 6, 9 and 12 months after the treatment. Two treatment methods were randomly applied: caries infiltration (the first group) and peptide amelogenin application (the second group). Differences in the treatment outcomes between the groups were assessed by Student-t-test at p-value<0.05. Before the treatment mean values of fluorescence loss (ÄF±.) and demineralization maximum (ÄFmax±.) in carious areas were similar in both groups. Visual and tactile dental examination during 12 months period after the treatment did not reveal any clinical signs of caries progression in both groups. However, QLF technology revealed significant differences between the treatment outcomes. In 12 months after the treatment, magnitudes of ÄF and ÄFmax reduction (cut-off)","PeriodicalId":6632,"journal":{"name":"2019 12th International Conference on Developments in eSystems Engineering (DeSE)","volume":"315 1","pages":"912-917"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80096242","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}
Ameer B. Al-Sawafi, Nura Anwer Abdulzahra, J. Odah
In this study five weight percentages (0.1, 0.5, 1, 3 and 5)%, also pure specimen of epoxy were prepared at hand lay up method by using homogenizer device to examine some of mechanical and electrical properties. The results indicate that increasing in young modulus as a result of increasing of Contents of SiO2 Nano particle also flexural strength increased but the maximum ratio of SiO2 nano particle causes decrease in flexural strength. The electrical conductivity increased with the increasing of SiO2 Nano particle contents for pure epoxy it is equal to 3 x 10-7 (1/Ùcm) while it is equal to 1.8 x +10-4 (1/Ùcm) for the maximum ratio of SiO2 nano particle also dielectric constant increased due to the increasing the ratio of SiO2 nano particle. The characterization of nanocomposites was recognized by SEM.
{"title":"Improvement of Dielectric and Mechanical Properties of Epoxy/SiO2 Nanocomposites","authors":"Ameer B. Al-Sawafi, Nura Anwer Abdulzahra, J. Odah","doi":"10.1109/DeSE.2019.00024","DOIUrl":"https://doi.org/10.1109/DeSE.2019.00024","url":null,"abstract":"In this study five weight percentages (0.1, 0.5, 1, 3 and 5)%, also pure specimen of epoxy were prepared at hand lay up method by using homogenizer device to examine some of mechanical and electrical properties. The results indicate that increasing in young modulus as a result of increasing of Contents of SiO2 Nano particle also flexural strength increased but the maximum ratio of SiO2 nano particle causes decrease in flexural strength. The electrical conductivity increased with the increasing of SiO2 Nano particle contents for pure epoxy it is equal to 3 x 10-7 (1/Ùcm) while it is equal to 1.8 x +10-4 (1/Ùcm) for the maximum ratio of SiO2 nano particle also dielectric constant increased due to the increasing the ratio of SiO2 nano particle. The characterization of nanocomposites was recognized by SEM.","PeriodicalId":6632,"journal":{"name":"2019 12th International Conference on Developments in eSystems Engineering (DeSE)","volume":"4 1","pages":"77-82"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75959290","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}
Arwa S. Almobarak, Hanan R. Almohammadi, Sara A. Aboalnaser, Liyakathunisa Syed
Zika fever is a disease caused by a mosquitoborne virus. In most cases, Zika virus is spread by two species of Aedes mosquito: Ae. aegypti and Ae. albopictus. The first isolation of Zika virus was in Uganda in 1947. Due to the lack of researchers in the past, it was difficult for the scientific community to understand the seriousness of this disease and the ways to reduce its spread. In mid–2015, Zika virus had spread over the Pacific and the Americas. In this research study, we present a spatial and temporal analysis of the spread of Zika virus (ZIKAV) around the world with focus on Saudi Arabia. In our proposed approach, in order to locate the spread of ZIKAV on the world map for spatial analysis we use scatter plots, Moran scatter plots and k-mean clustering. Further, we classify the clustered data using support-vector-machine (SVM) classification. The classification results show high precision and recall scores.
{"title":"Spatial and Temporal Analyses of the Spread of Zika Virus Worldwide","authors":"Arwa S. Almobarak, Hanan R. Almohammadi, Sara A. Aboalnaser, Liyakathunisa Syed","doi":"10.1109/DeSE.2019.00062","DOIUrl":"https://doi.org/10.1109/DeSE.2019.00062","url":null,"abstract":"Zika fever is a disease caused by a mosquitoborne virus. In most cases, Zika virus is spread by two species of Aedes mosquito: Ae. aegypti and Ae. albopictus. The first isolation of Zika virus was in Uganda in 1947. Due to the lack of researchers in the past, it was difficult for the scientific community to understand the seriousness of this disease and the ways to reduce its spread. In mid–2015, Zika virus had spread over the Pacific and the Americas. In this research study, we present a spatial and temporal analysis of the spread of Zika virus (ZIKAV) around the world with focus on Saudi Arabia. In our proposed approach, in order to locate the spread of ZIKAV on the world map for spatial analysis we use scatter plots, Moran scatter plots and k-mean clustering. Further, we classify the clustered data using support-vector-machine (SVM) classification. The classification results show high precision and recall scores.","PeriodicalId":6632,"journal":{"name":"2019 12th International Conference on Developments in eSystems Engineering (DeSE)","volume":"64 1","pages":"296-300"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74233117","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}
Silicon Carbide (SiC) with and without adding Polyvinyl-Alcohol (PVA) were prepared and investigated both as an electrolyte solution and body motion sensor. The characteristics of SiC-based electrolytes have been investigated including pH, electrical conductivity, optical properties and FTIR. pH and electrical conductivity have exhibited direct relation to each other for the studied electrolytes. From the optical properties of the solutions, the band gap values have been estimated around 3.2eV for the SiC-based composites. FTIR results confirm the preparation of SiC composition with several peaks. The electrolyte solutions (SiC with and without PVA composite) have demonstrated different voltages over a fixed period of time using two electrode cells to confirm the ability of these composites to work in the batteries. Paperbased devices have been also prepared using the casting method of these polymeric electrolytes on a cellulose paper. Papers have shown good stability in the optical images using SiC:PVA composite over SiC alone. The properties of these paper-based devices are also investigated. The electrical conductivity of these paper-based devices using Hall Effect measurements was examined. Pressure sensors, as well as the ability to use these paper devices as storage devices such as paper batteries, were examined.
{"title":"Gel Polymer Electrolyte Based on SiC:PVA Composites for Body Motion Sensor and Paper Based Application","authors":"Rowaida A. Hadhy, Burak Kadem","doi":"10.1109/DeSE.2019.00136","DOIUrl":"https://doi.org/10.1109/DeSE.2019.00136","url":null,"abstract":"Silicon Carbide (SiC) with and without adding Polyvinyl-Alcohol (PVA) were prepared and investigated both as an electrolyte solution and body motion sensor. The characteristics of SiC-based electrolytes have been investigated including pH, electrical conductivity, optical properties and FTIR. pH and electrical conductivity have exhibited direct relation to each other for the studied electrolytes. From the optical properties of the solutions, the band gap values have been estimated around 3.2eV for the SiC-based composites. FTIR results confirm the preparation of SiC composition with several peaks. The electrolyte solutions (SiC with and without PVA composite) have demonstrated different voltages over a fixed period of time using two electrode cells to confirm the ability of these composites to work in the batteries. Paperbased devices have been also prepared using the casting method of these polymeric electrolytes on a cellulose paper. Papers have shown good stability in the optical images using SiC:PVA composite over SiC alone. The properties of these paper-based devices are also investigated. The electrical conductivity of these paper-based devices using Hall Effect measurements was examined. Pressure sensors, as well as the ability to use these paper devices as storage devices such as paper batteries, were examined.","PeriodicalId":6632,"journal":{"name":"2019 12th International Conference on Developments in eSystems Engineering (DeSE)","volume":"14 1","pages":"730-735"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81044476","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}
In this paper , hybrid intelligent formation control by using particle swarm optimization and genetic algorithms is studied .,Firstly a survey about the formation control is presented .Then a close loop system is selected to be controlled by optimized PID controller. The PID optimized in three methods which are particle swarm optimization , genetic algorithm and combination of PSO and genetic algorithms .The fitness function used in all three cases is integral square error (ISE) .Different swarm numbers and steps are used for comparison .The simulation results show that combination method has a better performance than both PSO and GA as it produces minimum error.
{"title":"Hybrid Intelligent Formation Control Using PSO_GEN","authors":"Mehdi J. Marie, S. S. Mahdi, Esraa Y. Yahia","doi":"10.1109/DeSE.2019.00129","DOIUrl":"https://doi.org/10.1109/DeSE.2019.00129","url":null,"abstract":"In this paper , hybrid intelligent formation control by using particle swarm optimization and genetic algorithms is studied .,Firstly a survey about the formation control is presented .Then a close loop system is selected to be controlled by optimized PID controller. The PID optimized in three methods which are particle swarm optimization , genetic algorithm and combination of PSO and genetic algorithms .The fitness function used in all three cases is integral square error (ISE) .Different swarm numbers and steps are used for comparison .The simulation results show that combination method has a better performance than both PSO and GA as it produces minimum error.","PeriodicalId":6632,"journal":{"name":"2019 12th International Conference on Developments in eSystems Engineering (DeSE)","volume":"98 1","pages":"693-698"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81266627","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}
Currently, as a result of the continuous increase of data, one of the key issues is the development of systems and applications to deal with storage, management and processing of big numbers of data. These data are found in unstructured ways. Data management with traditional approaches is inappropriate because of the large and complex data sizes. Hadoop is a suitable solution for the continuous increase in data sizes. The important characteristics of the Hadoop are distributed processing, high storage space, and easy administration. Hadoop is better known for distributed file systems. In this paper, we have proposed techniques and algorithms that deal with big data including data collecting, data preprocessing, algorithms for data cleaning, A Technique for Converting Unstructured Data to Structured Data using metadata, distributed data file system (fragmentation algorithm) and Quality assurance algorithms by using the model is the statistical model to evaluate the highest educational institutions. We concluded that Metadata accelerates query response required and facilitates query execution, metadata will be content for reports, fields and descriptions. Total time access for three complex queries in distributed processing it is 00: 03: 00 per second while in nondistributed processing it is at 00: 15: 77 per second, average is approximately five minutes per second. Quality assurance note values (T-test) is 0.239 and values (T-dis) is 1.96, as a result of dealing with scientific sets and humanities sets. In the comparison law, it can be deduced that if the t-test is smaller than the t-dis; so there is no difference between the mean of the scientific and humanities samples, the values of C.V for both scientific is (8.585) and humanities sets is (7.427), using the law of homogeneity know whether any sets are more homogeneous whenever the value of a small C.V was more homogeneous however the humanity set is more homogeneity.
{"title":"Data Quality Management for Big Data Applications","authors":"Majida Yaseen Khaleel, Murtadha M. Hamad","doi":"10.1109/DeSE.2019.00072","DOIUrl":"https://doi.org/10.1109/DeSE.2019.00072","url":null,"abstract":"Currently, as a result of the continuous increase of data, one of the key issues is the development of systems and applications to deal with storage, management and processing of big numbers of data. These data are found in unstructured ways. Data management with traditional approaches is inappropriate because of the large and complex data sizes. Hadoop is a suitable solution for the continuous increase in data sizes. The important characteristics of the Hadoop are distributed processing, high storage space, and easy administration. Hadoop is better known for distributed file systems. In this paper, we have proposed techniques and algorithms that deal with big data including data collecting, data preprocessing, algorithms for data cleaning, A Technique for Converting Unstructured Data to Structured Data using metadata, distributed data file system (fragmentation algorithm) and Quality assurance algorithms by using the model is the statistical model to evaluate the highest educational institutions. We concluded that Metadata accelerates query response required and facilitates query execution, metadata will be content for reports, fields and descriptions. Total time access for three complex queries in distributed processing it is 00: 03: 00 per second while in nondistributed processing it is at 00: 15: 77 per second, average is approximately five minutes per second. Quality assurance note values (T-test) is 0.239 and values (T-dis) is 1.96, as a result of dealing with scientific sets and humanities sets. In the comparison law, it can be deduced that if the t-test is smaller than the t-dis; so there is no difference between the mean of the scientific and humanities samples, the values of C.V for both scientific is (8.585) and humanities sets is (7.427), using the law of homogeneity know whether any sets are more homogeneous whenever the value of a small C.V was more homogeneous however the humanity set is more homogeneity.","PeriodicalId":6632,"journal":{"name":"2019 12th International Conference on Developments in eSystems Engineering (DeSE)","volume":"60 1","pages":"357-362"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73460764","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}
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