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Classification Cervix Image Using Machine Learning Algorithm to Detect Malignant Area 基于机器学习算法的宫颈图像分类检测恶性区域
Webology Pub Date : 2022-01-20 DOI: 10.14704/web/v19i1/web19229
Nashwan Jasim Hussein, Alanssari A.N., A. Altaher
{"title":"Classification Cervix Image Using Machine Learning Algorithm to Detect Malignant Area","authors":"Nashwan Jasim Hussein, Alanssari A.N., A. Altaher","doi":"10.14704/web/v19i1/web19229","DOIUrl":"https://doi.org/10.14704/web/v19i1/web19229","url":null,"abstract":"Cervical Cancer (CC), sexually transmitted diseases, and cervicovaginal microbiota. In this Sees and Surveys, we center on a few themes in connection to the uterine cervix and barrenness: early cervical cancer and richness saving surgery, cesarean scar deformity, cervical inadequacy, and cervical Mullerian peculiarities. the case of cervix woman cancer proposed in this work revelation and classification system using the modern convolutional updated neural frameworks (CNNs). The cell pictures are fed into a CNNs appear to remove deep- classic algorithm learned highlights. At that point, an extraordinary learning machine (ELM)-based classifier classifies the input pictures. CNNs appear is utilized through trade learning updated algorithm and fine calculate method tuning. Choices to the ELM, multi-layer and perceptron algorithm (MLP) and auto en-algorithm-coder (AE)-based classifiers are in addition work with investigated.","PeriodicalId":35441,"journal":{"name":"Webology","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47799734","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
Operational Skills Reality to Diagnose and Measure the Characteristics of the Learning Organization: Analytical Exploratory Research of the Opinions of a Sample of Teaching Staff in Al-Furat Al-Awsat Technical University 诊断和测量学习型组织特征的操作技能现实——对Al Furat Al Awsat技术大学教师意见样本的分析探索研究
Webology Pub Date : 2022-01-20 DOI: 10.14704/web/v19i1/web19250
Dr. Muayad Al-Saidi, S. M. Al-Hisnawi, B. M. Alwan, Osama Q. Al-Thahab
{"title":"Operational Skills Reality to Diagnose and Measure the Characteristics of the Learning Organization: Analytical Exploratory Research of the Opinions of a Sample of Teaching Staff in Al-Furat Al-Awsat Technical University","authors":"Dr. Muayad Al-Saidi, S. M. Al-Hisnawi, B. M. Alwan, Osama Q. Al-Thahab","doi":"10.14704/web/v19i1/web19250","DOIUrl":"https://doi.org/10.14704/web/v19i1/web19250","url":null,"abstract":"The purpose of the research is to test the applied reality of technical education organizations whether they are learning organizations or traditional organizations repeating past experiences and practices. The research is applied to a sample of academics who practice education and training in the targeted organizations with a sample strength (173) teaching surveying their opinions through a questionnaire designed to detect the dimensions of learning organizations, the Readiness Statistical Program (SPSS) was used and scientific statistical tools were used for analysis and statistical processing. The results of the research indicates that the target organizations are much closer to describing learning organizations as they advanced the dimensions of the scale. except for the decline of the sub-dimension, the flexibility of the reward and internal system will change.","PeriodicalId":35441,"journal":{"name":"Webology","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47854240","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
.i – A Complexity Theory based Platform for Model based System Engineering 一种基于复杂性理论的模型系统工程平台
Webology Pub Date : 2022-01-20 DOI: 10.14704/web/v19i1/web19220
Ravindra V. Joshi, Chandrashekhar N.
{"title":".i – A Complexity Theory based Platform for Model based System Engineering","authors":"Ravindra V. Joshi, Chandrashekhar N.","doi":"10.14704/web/v19i1/web19220","DOIUrl":"https://doi.org/10.14704/web/v19i1/web19220","url":null,"abstract":"Complexity Theory and Complex Adaptive Systems is fast emerging as optimal and efficient design alternative many of the existing technologies to address various functional anon-functional criterion. However, it remains predominantly laboratory resident software. One of the main obstacles to convert it into mainstream is its abstract terminology and black box “emergent” philosophy. In this paper an attempt is made to create a platform on the core foundation of cognitive agent and complex world concepts. The platform can be used to develop industry strength products incorporating complexity theory principles.","PeriodicalId":35441,"journal":{"name":"Webology","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49056486","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
The Economic Prosperity of Modern Cooperatives Members in Economic Education Perspective 经济教育视域下的现代合作社社员经济繁荣
Webology Pub Date : 2022-01-20 DOI: 10.14704/web/v19i1/web19234
M. Farid, Wahjoedi ., F. Murwani, Sunaryanto .
{"title":"The Economic Prosperity of Modern Cooperatives Members in Economic Education Perspective","authors":"M. Farid, Wahjoedi ., F. Murwani, Sunaryanto .","doi":"10.14704/web/v19i1/web19234","DOIUrl":"https://doi.org/10.14704/web/v19i1/web19234","url":null,"abstract":"This study aims to examine the prosperity of modern cooperative members in the perspective of economic education. Researcher used qualitative approach with multicentus model. This research was conducted in several cooperatives branch, such as Sinau Andadani Ekonomi Pujon (SAE Pujon Cooperative), Bebarangan Anggayuh Tentreme Urip (BATU Village Unit Cooperative), and Saiyeg Usaha Butuhing Urip (Subur Village Unit Cooperative) in Malang, East Java. In this study, the stages of research used interviews, observations, and documentation. The research result, theoretical and empirical studies of this study can be described as following below: the presence cooperatives of multi-site studies in general help to improves the prosperity of members and non-member communities in cooperative environment, the existence of cooperatives in multisite study Malang Raya increase the intelligence of members and non-member communities to produce and create new economic opportunities and the existence of cooperatives of multisite study in Malang to build a wisdom for cooperative members in consuming their needs.","PeriodicalId":35441,"journal":{"name":"Webology","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44122941","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
It’s Fraud! Application of Machine Learning Techniques for Detection of Fraudulent Digital Advertising 这是欺诈!机器学习技术在数字广告欺诈检测中的应用
Webology Pub Date : 2022-01-20 DOI: 10.14704/web/v19i1/web19166
Snigdha Mathur, Sunita Daniel
{"title":"It’s Fraud! Application of Machine Learning Techniques for Detection of Fraudulent Digital Advertising","authors":"Snigdha Mathur, Sunita Daniel","doi":"10.14704/web/v19i1/web19166","DOIUrl":"https://doi.org/10.14704/web/v19i1/web19166","url":null,"abstract":"Due to the on-going COVID-19 pandemic, industries are heavily reliant on online meeting platforms. The pandemic has forced most MNCs to rely on online platforms such as Zoom or Microsoft Teams to hold daily business meetings and even conferences and other corporate events. Schools and other educational institutions have also been forced to conduct classes and all other events through these platforms. This increased unavoidable dependence on online platforms has resulted in an exponential increase in advertising fraud. Advertising fraud is the application of any method or technology that hampers the proper delivery of advertisements to the proper audience or the proper place, or forcefully inserts advertisements at undesirable times or locations. This could take multiple forms and has become far more widespread with increased use of online platforms. Some common methods used for digital fraud can be the pay-per-click (PPC) model, domain spoofing or in the form of bots, but the main objective is to gain financial advantages from advertising transactions. The primary objective of this study is to identify and understand the factors lying behind the presence of fraudulent activities on any online medium and to analyse the probability of downloading an application after coming across the online advertisement, and watching it. The study also aims to highlight how marketing agencies tend to float fraud advertisement just to gain more revenue from their end.","PeriodicalId":35441,"journal":{"name":"Webology","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44400121","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 the Disclosure of Forward-Looking Information in Firm Value: A Case Study at Asiacell 前瞻性信息披露对企业价值的影响——以亚信为例
Webology Pub Date : 2022-01-20 DOI: 10.14704/web/v19i1/web19201
Sabaa Mahmood Abdullah, Mustafa Mohammed Hussein
{"title":"Impact of the Disclosure of Forward-Looking Information in Firm Value: A Case Study at Asiacell","authors":"Sabaa Mahmood Abdullah, Mustafa Mohammed Hussein","doi":"10.14704/web/v19i1/web19201","DOIUrl":"https://doi.org/10.14704/web/v19i1/web19201","url":null,"abstract":"The research aims to measure the effect of the level of disclosure of Forward-Looking information on the value of the company, and address the annual financial reports of Asiacell Communications for the period from (2013) to (2018), The research relied on simple linear regression and correlation analysis to determine the relationship and effect between research variables through the use of the SPSS statistical program, The research found that there was no significant relationship between the level of disclosure of Forward-Looking information and the value of the company in the annual reports of the research sample company, And the low level of disclosure of Forward-Looking information during the search period, The research recommended the necessity to urge the companies listed on the Iraq Stock Exchange to go towards disclosing future information because of its importance in rationalizing investment decisions, And the necessity of conducting more research and studies on factors affecting the value of the company and maximizing it.","PeriodicalId":35441,"journal":{"name":"Webology","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44656201","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
The Impact of Job Satisfaction in Achieving Strategic Agility through the Mediating Role of Knowledge Sharing 通过知识共享的中介作用,工作满意度对实现战略敏捷性的影响
Webology Pub Date : 2022-01-20 DOI: 10.14704/web/v19i1/web19057
Dr. Luma Majid Hameed, Dr. Majeed Hameed Taher, Dr. Abbas Mohammed Hussein
{"title":"The Impact of Job Satisfaction in Achieving Strategic Agility through the Mediating Role of Knowledge Sharing","authors":"Dr. Luma Majid Hameed, Dr. Majeed Hameed Taher, Dr. Abbas Mohammed Hussein","doi":"10.14704/web/v19i1/web19057","DOIUrl":"https://doi.org/10.14704/web/v19i1/web19057","url":null,"abstract":"The main objective of this research is to identify the role of job satisfaction in influencing strategic agility through knowledge sharing. The researcher used the descriptive as well as the analytical approach in the completion of this research by collecting data by means of the questionnaire as the main tool on a sample of the General Company for Food Industries' employees, whose number reached (76) individuals. Moreover, some statistical methods were employed to process the data; including the arithmetic mean, Standard deviation, simple linear correlation coefficient (Pearson), simple linear regression, and the median variable test. It was represented that there is a significant and essential impact of job satisfaction in influencing strategic agility in the presence of active knowledge sharing. The outcome of this research can provide important information regarding how concern for the level of job satisfaction affects the creation of strategic lightness that will help enhance and increase the production flexibility of the General Company for Food Industries through knowledge-sharing processes that will contribute to increasing the skills of employees. It will also clarify the prominent role that the company can contribute to activating the private sector.","PeriodicalId":35441,"journal":{"name":"Webology","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42004742","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 Role of the Postgraduate Institute for Accounting and Financial Studies for Providing Graduates that Can Improve the Performance of the Board of Supreme Audit and Reduce Government Spending Costs for the Period 2004-2020 2004-2020年期间,会计与金融研究生院在提供毕业生以提高最高审计委员会绩效和降低政府支出成本方面的作用
Webology Pub Date : 2022-01-20 DOI: 10.14704/web/v19i1/web19227
Dr. Basheer Alwan Hamd, Dr. Parzheen Sheikh Muhammad Aziz, Dr. Nabeel Farhan Hamdan
{"title":"The Role of the Postgraduate Institute for Accounting and Financial Studies for Providing Graduates that Can Improve the Performance of the Board of Supreme Audit and Reduce Government Spending Costs for the Period 2004-2020","authors":"Dr. Basheer Alwan Hamd, Dr. Parzheen Sheikh Muhammad Aziz, Dr. Nabeel Farhan Hamdan","doi":"10.14704/web/v19i1/web19227","DOIUrl":"https://doi.org/10.14704/web/v19i1/web19227","url":null,"abstract":"Institutions, institutes and colleges of higher education are the first pioneers for the outputs of specialized medical, engineering and social cadres, including accounting cadres. The Higher Institute for Accounting and Financial Studies is the Department of Accounting Studies, the main tributary for the preparation of specialized professional cadres holding a legal accounting certificate and a certificate of costs and administration, which is the highest specialized professional accounting certificate in the field Auditing and costing. The importance of these specialized cadres comes from the two certificate holders to provide the Federal Financial Supervision Bureau with these specialized accounting professional cadres for the purpose of monitoring government spending and calculating costs in productive institutions and cost and benefit in service institutions in the public and private sectors to monitor the achievement of political and social objectives of government public spending and private spending. The research investigated the study of the problem of the low percentage of the number of graduates of the Accounting Studies Department in the Legal, Cost and Administrative Accounting sub-section compared to the number of bodies and employees, which reduces the ability of the Federal Financial Supervision Bureau to follow local and international auditing standards in the pressure of public expenditures to achieve the political and social objectives of the public budget. The research reached the most important recommendations: 1. Increasing the number of legal, cost and administrative accounting graduates in the Office of Financial and Federal Supervision. 2. Developing cost-benefit and cost-benefit studies in auditing government agencies and institutions in the public and private sectors in accordance with international standards.","PeriodicalId":35441,"journal":{"name":"Webology","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42006309","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
Internal Control System between Fraud Asset Management and Local Governance: A Social and Organizational Perspective 舞弊资产管理与地方治理之间的内部控制制度:一个社会与组织的视角
Webology Pub Date : 2022-01-20 DOI: 10.14704/web/v19i1/web19366
A. Pattawe, N. Haris, M. Natsir, J. -, Masruddin ., Muhammad Din, Andri Gustama Larija
{"title":"Internal Control System between Fraud Asset Management and Local Governance: A Social and Organizational Perspective","authors":"A. Pattawe, N. Haris, M. Natsir, J. -, Masruddin ., Muhammad Din, Andri Gustama Larija","doi":"10.14704/web/v19i1/web19366","DOIUrl":"https://doi.org/10.14704/web/v19i1/web19366","url":null,"abstract":"This study aims to examine the effects of peer influence and outcome expectancies on fraud in local government asset management. This study is also to analyze moderating effect of the internal control system between peer influence and outcome expectancies on the fraudulent behavior. By utilizing purposive sampling method to obtain data from government units of Palu City and by using PLS with the help of WarpPLS software, the results show that peer influence has a positive effect on fraudulent behavior, while outcome Expectancies have a negative effect on the fraudulent behavior. Moreover, internal control system is able to moderate the influence of peer influence and outcome expectancies against fraudulent behavior. The results would imply that strong internal control system is more likely able to reduce or weaken the influence of peer influence on fraudulent behavior.","PeriodicalId":35441,"journal":{"name":"Webology","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41980691","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
Hybrid Facial Chaotic-based Graphical Encryption Technique for Cloud Environment 基于混合人脸混沌的云环境图形加密技术
Webology Pub Date : 2022-01-20 DOI: 10.14704/web/v19i1/web19240
M. A., A. R
{"title":"Hybrid Facial Chaotic-based Graphical Encryption Technique for Cloud Environment","authors":"M. A., A. R","doi":"10.14704/web/v19i1/web19240","DOIUrl":"https://doi.org/10.14704/web/v19i1/web19240","url":null,"abstract":"Pictographic representations are everywhere in this digital world. IoT, Cloud, Fog, and 5G systems are becoming data transfer boosters for each user. In a real-world situation, secure data transmission is critical through open networks. Many conventional cryptosystems are inadequate for graphical data privacy in terms of computational overhead, latency, and more sensitive to the unknown attacks. In this paper, the secured and low-complex chaotic-based facial image cryptosystem has been developed for computer vision image data. The proposed crypto system utilizes the facial features, Lorentz chaotic maps for private keys production during the encoding process and the same is decrypted using the diffusion process. Facial depictions are merged with chaotic maps that are segmented and decrypted with mutual keys. The performance of the proposed hybrid cryptosystem is validated using the standard facial datasets and NCPR, UACI metrics are measured. Entropy and adjacent pixels correlation metrics also evaluated through proposed cryptosystems.","PeriodicalId":35441,"journal":{"name":"Webology","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46779962","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
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