Journal of Studies in Science and Engineering最新文献_第4页

Shopping and Basket Analysis by Using an Improved Apriori Algorithm in WEKA 基于改进Apriori算法的购物与购物篮分析

Journal of Studies in Science and Engineering Pub Date : 2021-12-13 DOI: 10.53898/josse2021126

Shahab H. Kaka Ali, Ibrahim Berkan Aydilek

{"title":"Shopping and Basket Analysis by Using an Improved Apriori Algorithm in WEKA","authors":"Shahab H. Kaka Ali, Ibrahim Berkan Aydilek","doi":"10.53898/josse2021126","DOIUrl":"https://doi.org/10.53898/josse2021126","url":null,"abstract":"In the past years, e-commerce and online shopping grew fast. It became more helpful by letting people buy the desired product online. Also, to help their users to find the product of their desire easily and make the process simpler, the online shopping websites use some kinds of an algorithm to provide recommendation systems. Often, these systems use techniques like basket analyzing and association rules which is finding the relation between the products together or between users too, so apriori algorithm is one of the famous ones among the recommendation systems. Although it has some limitations while implementing which makes the algorithm less confident or even useless, Let us assume we have 100K records in the sold item list in a system in which about 10K refers to the customers buying only one or two items in their purchase. Therefore, this ten per cent will not affect finding the relation between the items, at the same time these records will make the system less efficient and take more time to analyze, in this paper, we try to show how we can improve the apriori algorithm efficiency and accuracy by some preprocessing on the dataset before applying apriori algorithm by eliminating the unnecessary records, this process helps to make the algorithm better because of reducing the number of transactions, hence finding strong relationships between items easier for the rest of the records.","PeriodicalId":388003,"journal":{"name":"Journal of Studies in Science and Engineering","volume":"170 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114840967","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

Impact of Factors Immigration from Southern and Capital of Iraq to Erbil City on Local Economic Geographic 伊拉克南部和首都移民对埃尔比勒市经济地理的影响

Journal of Studies in Science and Engineering Pub Date : 2021-11-29 DOI: 10.53898/josse2021125

Dashti Hussain Ali

{"title":"Impact of Factors Immigration from Southern and Capital of Iraq to Erbil City on Local Economic Geographic","authors":"Dashti Hussain Ali","doi":"10.53898/josse2021125","DOIUrl":"https://doi.org/10.53898/josse2021125","url":null,"abstract":"People generally seek a better life, so most of them migrate to countries and places that help them improve their standard of living or escape from political turmoil and wars. Still, migration may constitute a set of effects on migrants and the countries to which they go. Migration affects some individuals by making it difficult for them to adapt to the nature of life in the new region, especially with the emergence of cultural and social differences, and also many immigrants do not find anything but difficult jobs that take long working hours and low wages complex migration affects countries with high population density, which leads to an increase in the unemployment rate poverty and the emergence of many political and economic consequence.\u0000This study seeks many factors and reasons that lead to immigration from the southern and capital of Iraq to Erbil city. The researchers built his information by ddistributing200 questioner and obtained 186 Usable with ignoring 14 nonusable. The result observed that there is no significant correlation between the independent variable (internal migration) and the dependent variable (economic geography), depending on the value of the statistical significance (0.05), whose value was more significant than the level of significance (0.05), and this indicates that internal migration has nothing to do with the changes taking place in economic geography.","PeriodicalId":388003,"journal":{"name":"Journal of Studies in Science and Engineering","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-11-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123909634","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: 1

The Effectiveness of Social Media on Engineers Related Tasks 社交媒体对工程师相关任务的有效性

Journal of Studies in Science and Engineering Pub Date : 2021-11-28 DOI: 10.53898/josse2021124

Hawkar A. Haji, A. Hamza, K. O. Ahmed

引用次数: 2

Education in the Virtual Space: A Sustainable Strategy for Achieving Tension-free and Inclusive Learning in COVID-19 Dispensation 虚拟空间中的教育:在2019冠状病毒病期间实现无紧张和包容性学习的可持续战略

Journal of Studies in Science and Engineering Pub Date : 2021-11-26 DOI: 10.53898/josse2021122

Moses Obla, E. Ukabi

{"title":"Education in the Virtual Space: A Sustainable Strategy for Achieving Tension-free and Inclusive Learning in COVID-19 Dispensation","authors":"Moses Obla, E. Ukabi","doi":"10.53898/josse2021122","DOIUrl":"https://doi.org/10.53898/josse2021122","url":null,"abstract":"Apart from scalable classrooms, learning in virtual space for pro-technology and pro-Internet generation contributes significantly to developing their inherent domains. This process manifests through the use of digital materials, making the pedagogical scheme enjoyable, catchy, innovative, and inclusive. Today’s staggering educational challenges of tertiary institutions, because of the COVID-19 Pandemic, call for operational rejig. Still alarming is the difficulty of containing the recent evolution into variants. Sequel to this, different countries adopted various strategies to achieve tension-free and inclusive learning environments as part of the ‘new normal.’ This study addresses the pertinence: Could the use of virtual spaces for instructional delivery constitute sustainable strategies for tension-free, and more inclusive, methods of educating learners during and after COVID-19 dispensation? To answer this question, we adopted a theory-based adaptation conceptual approach and inside-outside approach and brought the Nigerian situation into focus where virtual learning was sceptically debunked because of operational and policy slackness. This study agreed with the positive potentials of virtual space and disagrees with earlier studies deficient at uncertainty variables. Based on these, recommends areas of gaps filling in developing countries’ education systems, who stopped learning during the pandemic period for future adoption and adaptation.","PeriodicalId":388003,"journal":{"name":"Journal of Studies in Science and Engineering","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-11-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134394895","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: 2

Design of Lower Prosthetic Limb Using Additive Manufacturing Processes 使用增材制造工艺设计下肢假肢

Journal of Studies in Science and Engineering Pub Date : 2021-11-26 DOI: 10.53898/josse2021123

Muhammad Osama

引用次数: 0

Scheduling and Synchronization Algorithms in Operating System: A Survey 操作系统中的调度和同步算法:综述

Journal of Studies in Science and Engineering Pub Date : 2021-11-24 DOI: 10.53898/josse2021121

Mohammed Y. Shakor

引用次数: 0

Covid-19 and Functionality: By Providing Social Distancing of Indoor Common Spaces in Residential Building Covid-19与功能:通过提供住宅建筑室内公共空间的社交距离

Journal of Studies in Science and Engineering Pub Date : 2021-08-30 DOI: 10.53898/josse2021115

Salahaddin Yasin Bapir, S. Kareem

{"title":"Covid-19 and Functionality: By Providing Social Distancing of Indoor Common Spaces in Residential Building","authors":"Salahaddin Yasin Bapir, S. Kareem","doi":"10.53898/josse2021115","DOIUrl":"https://doi.org/10.53898/josse2021115","url":null,"abstract":"Before the COVID-19 pandemic, people spent on average around 90% of their time indoors. Nowadays, more than ever, with work-from-home commands in place, it is important that they rethink the design and procedure of buildings. Indoor common space parameters straight affect the comfort and well-being of occupants. After COVID-19 cooperates, occupants are at increased danger for many infections make worse by social distancing. The aim of this study, to assess how to provide social distancing by evaluating the functionality of the plan type on the common indoor spaces in the multi-story apartment buildings in Erbil City. The methodology in this study integrating quantitative and qualitative approaches to increase the accuracy of the research results. This study chose ten different floor plan types of multi-story apartment buildings established on space syntax (software design) analysis, and one primary syntactical indicator is visual connectivity. This research study responds to two questions that discover the effects of functionality in indoor common spaces to provide social distancing of residents. The results determined that the layout design of the apartment space influences the social distancing of areas. Therefore, the results preferred the single-loaded corridor (gallery) plan over other types to provide social distancing post-COVID-19. The research establishes a foundation for future design and offers visions for new study instructions besides findings.","PeriodicalId":388003,"journal":{"name":"Journal of Studies in Science and Engineering","volume":"49 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131883534","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: 1

Comparison Between Mass Attenuation Coefficient of Metals (Fe, Ag, Sn, Pt, Au, Pb) According to Their Atomic Number 不同原子序数金属(Fe, Ag, Sn, Pt, Au, Pb)质量衰减系数的比较

Journal of Studies in Science and Engineering Pub Date : 2021-08-28 DOI: 10.53898/josse2021114

V. J. Jalal, Bawar Mohammed Faraj, S. Abdulkareem

引用次数: 1

Comparison Between Steepest Descent Method and Conjugate Gradient Method by Using Matlab 最陡下降法与共轭梯度法的Matlab比较

Journal of Studies in Science and Engineering Pub Date : 2021-08-26 DOI: 10.53898/josse2021113

Dana Taha Mohammed Salih, Bawar Mohammed Faraj

引用次数: 3

An Inquiry About the Roles and Duties of Architects in the Public Sector: Sulaimani Governorate as the Study Field 关于建筑师在公共部门中的角色和职责的调查:以苏莱曼尼省为研究领域

Journal of Studies in Science and Engineering Pub Date : 2021-08-25 DOI: 10.53898/josse2021112

Saya Ahmad, Lawen A. Karim, Binay O. Rahim, Ashkan Azad

引用次数: 1