2022 International Arab Conference on Information Technology (ACIT)最新文献_第3页

Trust in Adoption of Internet of Things: Role of Perceived Ease of Use and Security 采用物联网的信任:易用性和安全性的作用

2022 International Arab Conference on Information Technology (ACIT) Pub Date : 2022-11-22 DOI: 10.1109/ACIT57182.2022.9994207

M. Nuseir, A. Aljumah, Ghaleb A. El Refae

引用次数: 22

On the Design of Low-Power RF Mixers 小功率射频混频器的设计

2022 International Arab Conference on Information Technology (ACIT) Pub Date : 2022-11-22 DOI: 10.1109/ACIT57182.2022.9994142

Dima Al Odeh, Taghreed Madi, M. Sulieman

引用次数: 0

On developing deep learning models with particle swarm optimization in the presence of poisoning attacks 基于粒子群优化的投毒攻击深度学习模型研究

2022 International Arab Conference on Information Technology (ACIT) Pub Date : 2022-11-22 DOI: 10.1109/ACIT57182.2022.9994126

Majdi Maabreh, Omar M. Darwish, Ola Karajeh, Yahya M. Tashtoush

{"title":"On developing deep learning models with particle swarm optimization in the presence of poisoning attacks","authors":"Majdi Maabreh, Omar M. Darwish, Ola Karajeh, Yahya M. Tashtoush","doi":"10.1109/ACIT57182.2022.9994126","DOIUrl":"https://doi.org/10.1109/ACIT57182.2022.9994126","url":null,"abstract":"Deep learning (DL) has demonstrated several successes in a variety of fields, particularly in the era of big data. The process of training a deep learning model entails selecting the ideal learning parameters such as the number of hidden layers and neurons. Particle Swarm Optimization (PSO) is one useful nature-inspired algorithm to set those two influential learning parameters. In this study, two different datasets are used to study and evaluate the particle swarm optimizer with deep learning on datasets of different concentrations of poisoning attack, where some adversarial samples were crafted by attackers to ruin the learning process. The results showed that particle swarm optimization could find settings for deep learning with the existence of poisoned data that maximizes the model accuracy on the unseen testing dataset, and could also offer better recommendations compared to those recommended on all benign samples. This may introduce a concern that optimizers might conceal the existence of data poisoning, which may lead to unreliable learning in the advanced stages of upgrading the model on updated datasets.","PeriodicalId":256713,"journal":{"name":"2022 International Arab Conference on Information Technology (ACIT)","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130813826","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

Pancreatic Tumor Detection by Convolutional Neural Networks 基于卷积神经网络的胰腺肿瘤检测

2022 International Arab Conference on Information Technology (ACIT) Pub Date : 2022-11-22 DOI: 10.1109/ACIT57182.2022.9994181

M. Zavalsiz, Sleiman Alhajj, Kashfia Sailunaz, Tansel Özyer, Reda Alhajj

{"title":"Pancreatic Tumor Detection by Convolutional Neural Networks","authors":"M. Zavalsiz, Sleiman Alhajj, Kashfia Sailunaz, Tansel Özyer, Reda Alhajj","doi":"10.1109/ACIT57182.2022.9994181","DOIUrl":"https://doi.org/10.1109/ACIT57182.2022.9994181","url":null,"abstract":"Artificial Intelligence and its sub-branches like Machine Learning (ML) and Deep Learning (DL) applications have the potential to have positive effects that can directly affect human life. Medical imaging provides a way for the internal structure of the human body to be visible with various methods. With DL models, cancer detection, which is one of the most lethal diseases in the world, from medical images can be made possible with high accuracy. The main objective of this paper is to detect Pancreatic Cancer, which is one of the cancer types with the highest fatality rate, from a dataset of Computed Tomography (CT) images, which is one of the medical imaging techniques and has an effective structure in Pancreatic Cancer imaging. The designed DL model is integrated into the Flask application to develop a web application. With this application, early diagnosis of pancreatic cancer can be achieved, which progresses insidiously and therefore does not spread to neighboring tissues and organs when the treatment process is started. Due to the abundance of medical images reviewed by medical professionals, this application can assist radiologists and other specialists in Pancreatic Tumor detection.","PeriodicalId":256713,"journal":{"name":"2022 International Arab Conference on Information Technology (ACIT)","volume":"33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125467160","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

Means to Support the Ends: Forums that Escape the Official Gaze in the Educational Institutions 支持目的的手段:教育机构中逃避官方目光的论坛

2022 International Arab Conference on Information Technology (ACIT) Pub Date : 2022-11-22 DOI: 10.1109/ACIT57182.2022.9994133

Ahmad Ghandour, B. Woodford, Alhanof Almutairi, Hussein Salem Al-Srehan

引用次数: 0

Effect of Using Continuous Integration (CI) and Continuous Delivery (CD) Deployment in DevOps to reduce the Gap between Developer and Operation 在DevOps中使用持续集成(CI)和持续交付(CD)部署的效果，以减少开发人员和运营人员之间的差距

2022 International Arab Conference on Information Technology (ACIT) Pub Date : 2022-11-22 DOI: 10.1109/ACIT57182.2022.9994139

Abrar Mohammad Mowad, Hamed Fawareh, M. Hassan

{"title":"Effect of Using Continuous Integration (CI) and Continuous Delivery (CD) Deployment in DevOps to reduce the Gap between Developer and Operation","authors":"Abrar Mohammad Mowad, Hamed Fawareh, M. Hassan","doi":"10.1109/ACIT57182.2022.9994139","DOIUrl":"https://doi.org/10.1109/ACIT57182.2022.9994139","url":null,"abstract":"This paper focuses on how to use continuous integration (CI) and continuous Delivery (CD) methodology in DevOps to reduce the developer-operator gap. It also, shows how CI can be a CD bridge. The paper review DevOps and analyze strategies, methodologies, issues, and processes identified for the adoption and implementation of continuing practices. The result of our case studies shows the benefits, and advantages of using CI/CD in software development. Furthermore, this paper presents DevOps as a new model for reducing the gaps between development (Dev) and operations (ops). The Azure tool is used as DevOps CI/CD for the empowerment of continuous delivery of software to enable rapid and frequent releases, this enables rapid responses to changing customer requirements and thus it may be a decisive competitive advantage. This paper also measures the effectiveness of using CI/CD for reducing the time and effort in software development. We also, focus on the DevOps initiative to benefit of CI/CD and to effect of enhances flexibility in delivering the program with the expected quality on time to determine the areas that bridge the gap between Continuous Integration for Continuous Delivery. The methodology used in this paper by exploring and tracking a project developed by the company using the Azure software development tool. The experiment includes a project performance and evaluation.","PeriodicalId":256713,"journal":{"name":"2022 International Arab Conference on Information Technology (ACIT)","volume":"25 7a 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121072266","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

Learning Local and Global Features for Optimized Multi-Label Text Classification 学习局部和全局特征的优化多标签文本分类

2022 International Arab Conference on Information Technology (ACIT) Pub Date : 2022-11-22 DOI: 10.1109/ACIT57182.2022.9994130

M. Rafi, Fizza Abid

{"title":"Learning Local and Global Features for Optimized Multi-Label Text Classification","authors":"M. Rafi, Fizza Abid","doi":"10.1109/ACIT57182.2022.9994130","DOIUrl":"https://doi.org/10.1109/ACIT57182.2022.9994130","url":null,"abstract":"In multi-label text classification, the central aim is to associate an array of descriptive labels for a better understanding of the text. There are three main challenges in doing multi-label text classification (i) a large number of text (input) features, (ii) the underlying implicit relationship between input features and output labels, and (iii) an implicit inter-label dependency. In traditional approaches to multi-label classification, these problems are not being addressed collectively. A feature selection strategy that inherently uses local features to discriminate a class and similarly global features that can distinctly separate classes can be very effective for multi-label classification. In this research, we perform a feature selection and ranking strategy based on local and global features. A Naïve Bayes classifier is being used using a combination of these two -feature sets, it is compared with the baseline implemented with the term frequency-inverse document frequency (TF-IDF). A series of experiments have been carried out on standard multi-label text datasets, using evaluation metrics like Hamming loss, Subset Accuracy and Micro/Macro F1 scores, and encouraging results are obtained.","PeriodicalId":256713,"journal":{"name":"2022 International Arab Conference on Information Technology (ACIT)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125189361","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

Factors Influencing Employees Trust in AI & its Adoption at Work: Evidence from United Arab Emirates 影响员工对人工智能信任的因素及其在工作中的应用:来自阿拉伯联合酋长国的证据

2022 International Arab Conference on Information Technology (ACIT) Pub Date : 2022-11-22 DOI: 10.1109/ACIT57182.2022.9994226

I. Chaudhry, R. Paquibut, H. Chabchoub

{"title":"Factors Influencing Employees Trust in AI & its Adoption at Work: Evidence from United Arab Emirates","authors":"I. Chaudhry, R. Paquibut, H. Chabchoub","doi":"10.1109/ACIT57182.2022.9994226","DOIUrl":"https://doi.org/10.1109/ACIT57182.2022.9994226","url":null,"abstract":"UAE“s aspiration to be among the leading countries in artificial intelligence by 2031 calls for the identification of facilitators championing the adoption of this advanced technology in enterprises and government bodies across the country. The workforce is a major facilitator or barrier in new technology adoption at work. We need to determine if their trust in the new technology-with the competitive advantage of intelligence- influence their willingness to adopt them at work. This study investigates the impact of individual level (generation, gender, education, knowledge, skills) and organizational level (ownership type, business type) factors on employees' trust in artificial intelligence and its adoption at work. Six hundred and thirty- eight employees from both public and private sectors participated in the survey from the Emirates of Abu Dhabi. The findings confirmed significant influence of employees' generation, knowledge, and skills on their trust in Artificial Intelligence technology, subsequently influencing their intention to adopt the advanced technology at their respective workplaces. The findings have implications for government bodies formulating and implementing UAE's AI strategy in the region as well as for industry practitioners.","PeriodicalId":256713,"journal":{"name":"2022 International Arab Conference on Information Technology (ACIT)","volume":"103 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132681765","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

Multi-Objectives AI-based Optimization Model for Microplastics- free Water Bottles 无微塑料水瓶的多目标人工智能优化模型

2022 International Arab Conference on Information Technology (ACIT) Pub Date : 2022-11-22 DOI: 10.1109/ACIT57182.2022.9994085

Lama Mahmoud, Zaid Almahmoud, Roba Saab, Hessa Al-Ali

{"title":"Multi-Objectives AI-based Optimization Model for Microplastics- free Water Bottles","authors":"Lama Mahmoud, Zaid Almahmoud, Roba Saab, Hessa Al-Ali","doi":"10.1109/ACIT57182.2022.9994085","DOIUrl":"https://doi.org/10.1109/ACIT57182.2022.9994085","url":null,"abstract":"In response to the environmental hazards associated with plastic waste and its effect on the environment once it is thrown away, considerable recent interest has been in the development and production of biodegradable plastics. This study aims to highlight a new class of biodegradable plastics mixed with external natural additives such as cotton, cellulose, and other catalytic additives to degrade under environmental effects such as sunlight and moisture. The mechanical, physical, economic, and environmental aspects of several biodegradable composite materials were investigated and evaluated utilizing a multi-objective expert Artificial Intelligence (AI) model using Java and Graphical User Interface (GUI). The proposed model calculates the best alternative to the existing non-sustainable plastic to package water plastic bottles. Maj or findings revealed that Polyethylene Terephalate could potentially be the best biodegradable plastic substitute for eco-water bottles based on its material properties. The suggested prototype provides a reliable and cost-effective tool for a wide range of biodegradable plastics applications.","PeriodicalId":256713,"journal":{"name":"2022 International Arab Conference on Information Technology (ACIT)","volume":"112 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114460866","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 Information and Communication Technologies on Journalism in the Digital Ara A Descriptive and Critical Approach 信息和传播技术对数字时代新闻的影响:一种描述性和批判性的方法

2022 International Arab Conference on Information Technology (ACIT) Pub Date : 2022-11-22 DOI: 10.1109/ACIT57182.2022.9994114

Mohamed Chettah, R. Aissani, Belgis Chettah

{"title":"The Impact of Information and Communication Technologies on Journalism in the Digital Ara A Descriptive and Critical Approach","authors":"Mohamed Chettah, R. Aissani, Belgis Chettah","doi":"10.1109/ACIT57182.2022.9994114","DOIUrl":"https://doi.org/10.1109/ACIT57182.2022.9994114","url":null,"abstract":"The revolution in communication and information technologies resulted in human activities undergoing deep and accelerating changes which have affected all Elements of the media process, including the instruments, the message, and the audience. Journalism is one profession that has undergone particularly profound changes. The new technologies have been used intensively in the various aspects of journalistic work and these technologies have imposed their characteristics on the medium in terms of speed, mobility, flexibility, and interactivity. This study is a descriptive and critical approach that will analyze the impact of the changes and the challenges facing journalism. It will also deal with the requirements of the new situation, which need revision of the concepts and thoughts that have dominated this field so far. This study indicates the necessity of reconsidering new journalism and audience concepts, new legislation and laws to rule journalism and its ethical codes. In addition to that, the need to develop new curricula and methods for teaching journalism that are adapted to the labor market and new jobs Imposed by the revolution of communication and information technologies.","PeriodicalId":256713,"journal":{"name":"2022 International Arab Conference on Information Technology (ACIT)","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116085413","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