2023 International Conference on Smart Applications, Communications and Networking (SmartNets)最新文献_第8页

Harnessing 5G Networks for Health Care: Challenges and Potential Applications 利用5G网络进行医疗保健:挑战和潜在应用

2023 International Conference on Smart Applications, Communications and Networking (SmartNets) Pub Date : 2023-07-25 DOI: 10.1109/SmartNets58706.2023.10215757

S. Abir, Mohammed A. Abuibaid, Jun Steed Huang, Yang Hong

{"title":"Harnessing 5G Networks for Health Care: Challenges and Potential Applications","authors":"S. Abir, Mohammed A. Abuibaid, Jun Steed Huang, Yang Hong","doi":"10.1109/SmartNets58706.2023.10215757","DOIUrl":"https://doi.org/10.1109/SmartNets58706.2023.10215757","url":null,"abstract":"The fifth generation (5G) network has revolutionized the healthcare field, offering high-speed data transfer, low latency, and improved network coverage. This has opened new opportunities to help healthcare providers break through barriers for better care delivery. The paradigm shift towards a distributed patient-centric approach in health care has driven the need for the utilization of 4G and other advanced technologies for smart healthcare. However, the limitations of fourth-generation healthcare systems require machine-to-machine (M2M) or device-to-device (D2D) communication, which can be addressed by 5G network infrastructure with its ultra-low latency, high availability, reliability, and security features. This paper provides an overview of the role of smart healthcare in transforming the healthcare industry through the integration of advanced technologies such as electronic health records (EHRs), telemedicine, internet of things (IoT), wearable devices, artificial intelligence (AI), blockchain, and 3D printing. It also discusses the key features of 5G networks, including high-speed data transfer, low latency, increased bandwidth, improved network coverage, network slicing, and improved security. Additionally, this paper proposes a 5G-enabled emergency vehicle communication system as a potential application of 5G technology in health care.","PeriodicalId":301834,"journal":{"name":"2023 International Conference on Smart Applications, Communications and Networking (SmartNets)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-07-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133164447","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

Graph Neural Network based Approach for Rumor Detection on Social Networks 基于图神经网络的社交网络谣言检测方法

2023 International Conference on Smart Applications, Communications and Networking (SmartNets) Pub Date : 2023-07-25 DOI: 10.1109/SmartNets58706.2023.10215926

Daniel Hosseini, Rong Jin

引用次数: 0

C-V2X Link Decision with Machine Learning 基于机器学习的C-V2X链路决策

2023 International Conference on Smart Applications, Communications and Networking (SmartNets) Pub Date : 2023-07-25 DOI: 10.1109/SmartNets58706.2023.10215916

Ömer Sokmaz, Ahmet Yazar

引用次数: 0

A Platform for Monitoring Student Commuting in the Use of School Transport in Smart Cities - A Facial Recognition Based Approach 智能城市中使用学校交通工具的学生通勤监控平台——基于面部识别的方法

2023 International Conference on Smart Applications, Communications and Networking (SmartNets) Pub Date : 2023-07-25 DOI: 10.1109/SmartNets58706.2023.10216190

Jessé Da Costa Rocha, Marcela Alves De Souza, E. Cardoso, N. Vijaykumar, Jasmine Priscyla Leite De Araújo, C. Francês

引用次数: 0

Impact of a Web Based Crowdfunding Application for Renewable Energy Projects in Nigeria 网络众筹对尼日利亚可再生能源项目的影响

2023 International Conference on Smart Applications, Communications and Networking (SmartNets) Pub Date : 2023-07-25 DOI: 10.1109/SmartNets58706.2023.10216253

A. Awelewa, Ebubechi Ezenwanne, Kayode Ojo, Isaac Samuel, Popoola Olawale

{"title":"Impact of a Web Based Crowdfunding Application for Renewable Energy Projects in Nigeria","authors":"A. Awelewa, Ebubechi Ezenwanne, Kayode Ojo, Isaac Samuel, Popoola Olawale","doi":"10.1109/SmartNets58706.2023.10216253","DOIUrl":"https://doi.org/10.1109/SmartNets58706.2023.10216253","url":null,"abstract":"Energy crisis is one of the major challenges confronting African countries. Nigeria has a growing energy demand, and about 70% of its citizens lack access to electricity, especially in rural areas which constitute 60% of the population in the country that depends mainly on fuel wood. The adoption of renewable energy systems as a viable alternative to solve the energy crisis has been hampered by major challenges such as inadequacy, unsustainability, and poor reliability. Access to credit and other financial services remains limited, worsening these issues and hindering progress toward the provision of affordable and clean energy. Hence, the thrust of this work is to develop a web application for crowdfunding renewable energy projects in Nigeria. The purpose is to create a financial technology in mobilizing funds from fellow citizens towards driving a stable electricity supply to every location around the country. The crowdfunding application consists of a frontend application built with react.js, a backend application built with node.js, databases, and a payment system. Two case studies are considered and economically analyzed: a wind turbine system and a wind-diesel hybrid system. The comparative analysis carried out shows that, for the two case studies, the total cost of electricity (COE), simple payback (SPB), and internal rate of return (IRR) are 12.89 $/kWh and 14.21 $/kWh, 161 years and 144 years, and 113.47% and 114.81%, respectively. Further, the sensitivity analysis results reveal that it is more cost-effective to use the wind turbine system alone than the hybrid configuration of wind and diesel.","PeriodicalId":301834,"journal":{"name":"2023 International Conference on Smart Applications, Communications and Networking (SmartNets)","volume":"442 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-07-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125748349","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

Reducing Bootstrap Overhead within VANET Blockchain Applications through Pruning 通过修剪减少VANET区块链应用程序中的引导开销

2023 International Conference on Smart Applications, Communications and Networking (SmartNets) Pub Date : 2023-07-25 DOI: 10.1109/SmartNets58706.2023.10215679

E. Bowlin, Mohammad S. Khan, Biju Bajracharya

{"title":"Reducing Bootstrap Overhead within VANET Blockchain Applications through Pruning","authors":"E. Bowlin, Mohammad S. Khan, Biju Bajracharya","doi":"10.1109/SmartNets58706.2023.10215679","DOIUrl":"https://doi.org/10.1109/SmartNets58706.2023.10215679","url":null,"abstract":"Blockchains within Vehicular Ad-hoc Networks (VANETs) have enjoyed different applications within literature. Certain characteristics, like privacy and data security, are necessary to create a secure network. Blockchains provide different characteristics that can benefit VANETs. Traditional blockchains do not translate well into the highly mobile environments like VANETs. Currently, literature yields progress in adapting these data structures into these networks. However, little discussion has been created about the bootstrapping requirements when nodes join a blockchain network. Bootstrapping requires downloading a large portion of the chain and can create large network loads depending on the chain size. This work sets out to provide a pruning technique demonstrations that prunes in specific time intervals to reduce network and storage load. This method removes unnecessary blocks that are no longer need due to age and irrelevancy to the current road conditions. A discussion on the rationale of why to prune a chain is conducted. Over all, pruning provides a reduction in the overall data sent over the network, which primarily comes from bootstrapping nodes.","PeriodicalId":301834,"journal":{"name":"2023 International Conference on Smart Applications, Communications and Networking (SmartNets)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-07-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115403646","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

Using Machine Learning and SEM to Analyze Attitudes towards adopting Metaverse in Higher Education 利用机器学习和扫描电镜分析高等教育对采用元宇宙的态度

2023 International Conference on Smart Applications, Communications and Networking (SmartNets) Pub Date : 2023-07-25 DOI: 10.1109/SmartNets58706.2023.10215936

Salman Hussain, Eman Almohsen, T. Henari, S. Shatnawi, Anwaar Buzaboon, Mohammed Fardan, Khawla Albinali

{"title":"Using Machine Learning and SEM to Analyze Attitudes towards adopting Metaverse in Higher Education","authors":"Salman Hussain, Eman Almohsen, T. Henari, S. Shatnawi, Anwaar Buzaboon, Mohammed Fardan, Khawla Albinali","doi":"10.1109/SmartNets58706.2023.10215936","DOIUrl":"https://doi.org/10.1109/SmartNets58706.2023.10215936","url":null,"abstract":"The Metaverse has become a highly discussed topic in recent times, as it has the potential to transform many aspects of our lives. From banking and investing to real estate, manufacturing, and education, the Metaverse could change how we operate in many industries. This research paper aims to investigate the level of user acceptance and attitude toward the integration of the Metaverse technology into higher education in Bahrain and Jordan by employing the Technology Acceptance Model along with three external variables, self-efficacy, subjective norms, and perceived behavior control. A two-stage analysis was performed, consisting of structural equation modeling and machine learning classification algorithms. SEM results suggest that self-efficacy and social norms positively influenced perceived usefulness and ease of use, it is also found that perceived ease of use and perceived usefulness significantly affected users’ attitudes toward using this technology. Machine learning findings supported SEM results and indicated that J48, LogitBoost, and PART classifiers have achieved the highest accuracy.","PeriodicalId":301834,"journal":{"name":"2023 International Conference on Smart Applications, Communications and Networking (SmartNets)","volume":"43 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-07-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129390935","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

Improved k-NN Regression Model Using Random Forests for Air Pollution Prediction 基于随机森林的改进k-NN回归模型空气污染预测

2023 International Conference on Smart Applications, Communications and Networking (SmartNets) Pub Date : 2023-07-25 DOI: 10.1109/SmartNets58706.2023.10216028

Siddhartha Sharma, R. Lakshmi

引用次数: 0

SATA M.2 on Forensics: Trim Function Effect on Recovering Permanently Deleted Files SATA M.2 on Forensics: Trim功能对恢复永久删除文件的影响

2023 International Conference on Smart Applications, Communications and Networking (SmartNets) Pub Date : 2023-07-25 DOI: 10.1109/SmartNets58706.2023.10215536

Ruwa F. Abu Hweidi, M. Jazzar, A. Eleyan, T. Bejaoui

引用次数: 0

Sentiment Analysis of Using ChatGPT in Education ChatGPT在教学中的情感分析

2023 International Conference on Smart Applications, Communications and Networking (SmartNets) Pub Date : 2023-07-25 DOI: 10.1109/SmartNets58706.2023.10215977

Mohammad Tubishat, F. Al-Obeidat, Ahmed Shuhaiber

{"title":"Sentiment Analysis of Using ChatGPT in Education","authors":"Mohammad Tubishat, F. Al-Obeidat, Ahmed Shuhaiber","doi":"10.1109/SmartNets58706.2023.10215977","DOIUrl":"https://doi.org/10.1109/SmartNets58706.2023.10215977","url":null,"abstract":"This paper presents a study on the use of the Chat Generative Pretrained Transformer (ChatGPT) in education. In this work, we propose a sentiment analysis model of tweets related to the use of the ChatGPT in education. The purpose of this research is to identify common sentiments, topics, and perspectives that are expressed towards ChatGPT in the education field based on the data collected from Twitter. Twitter was used to collect 11830 tweets about the use of ChatGPT in education. Topics and emotions expressed in the tweets were extracted using NLP algorithms and organized into distinct groups. Also, the most frequent words in the positive and negative opinion words are determined. The findings of the paper indicate that most tweets about ChatGPT are either positive or neutral, with a small percentage expressing negative sentiments. In addition, the study analyzes the sentiments expressed in tweets about the employment of ChatGPT in education using four different classifiers: Naive Bayes (NB), Support Vector Machine (SVM), K-Nearest Neighbors (KNN), and Random Forest (RF). According to the results, the SVM classifier has the highest accuracy of 81.4 percent.","PeriodicalId":301834,"journal":{"name":"2023 International Conference on Smart Applications, Communications and Networking (SmartNets)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-07-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121633120","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