2023 International Conference on Smart Applications, Communications and Networking (SmartNets)最新文献_第7页

A Systematic Review of The Relationship Between Industry 4.0 Application and Performance Improvement 工业 4.0 应用与绩效提升之间关系的系统性综述

2023 International Conference on Smart Applications, Communications and Networking (SmartNets) Pub Date : 2023-07-25 DOI: 10.1109/SmartNets58706.2023.10215669

N. Mulongo, Khathutshelo Mushavhanamdi, Octavia Mpanza

引用次数: 0

FAME: Federated Decentralized Trusted Data Marketplace for Embedded Finance FAME:用于嵌入式金融的联邦分散可信数据市场

2023 International Conference on Smart Applications, Communications and Networking (SmartNets) Pub Date : 2023-07-25 DOI: 10.1109/SmartNets58706.2023.10215814

Argyro Mavrogiorgou, Athanasios Kiourtis, Georgios Makridis, Dimitrios Kotios, Vasileios Koukos, D. Kyriazis, J. Soldatos, G. Fatouros, D. Drakoulis, P. Maló, M. Serrano, M. Isaja, Raquel Lazcano, Juan Manuel Vera, Fabiana Fournier, Lior Limonad, K. Perakis, Dimitrios Miltiadou, Pavlos Kranas, Alper Şen, Irene Zattarin, Ernesto Troiano

{"title":"FAME: Federated Decentralized Trusted Data Marketplace for Embedded Finance","authors":"Argyro Mavrogiorgou, Athanasios Kiourtis, Georgios Makridis, Dimitrios Kotios, Vasileios Koukos, D. Kyriazis, J. Soldatos, G. Fatouros, D. Drakoulis, P. Maló, M. Serrano, M. Isaja, Raquel Lazcano, Juan Manuel Vera, Fabiana Fournier, Lior Limonad, K. Perakis, Dimitrios Miltiadou, Pavlos Kranas, Alper Şen, Irene Zattarin, Ernesto Troiano","doi":"10.1109/SmartNets58706.2023.10215814","DOIUrl":"https://doi.org/10.1109/SmartNets58706.2023.10215814","url":null,"abstract":"Due to its multivariate and multipurpose use and reuse, data’s worth is dramatically increasing, leading to an era characterized by the generation of data marketplaces towards accessing, selling, sharing, and trading data and data assets. However, most market vendors still follow a centralized monolithic cloud model for controlling most of the market for data services. Also, this strategy is incompatible with European objectives for cloud computing and the data economy, lacking data sovereignty and cross-cloud interoperability principles. Towards these limitations, the FAME project is introduced as a joint effort in the fields of data management, data technologies, data economy, and digital finance to develop, deploy and launch to the global market a unique, trustworthy, energy efficient, and secure federated data marketplace for Embedded Finance (EmFi). This marketplace is envisioned to alleviate the proclaimed limitations of centralized cloud data marketplaces towards demonstrating the full potential of the data economy. Security, interoperability, decentralized and regulatory compliant data exchange, data assets’ trading and pricing, as well as integration of trusted and energy efficient analytics are among the core functionalities of FAME, which aims to act as a single-entry point data marketplace for the EmFi domain. FAME will be evaluated upon different real-world use cases covering the financial industry, building a vibrant community of EmFi stakeholders around the envisioned marketplace.","PeriodicalId":301834,"journal":{"name":"2023 International Conference on Smart Applications, Communications and Networking (SmartNets)","volume":"203 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":"133506356","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

Protocol Stack-Aware Comparison of Centroid Localization Algorithms Based on Anchor Density Using Cooja 基于Cooja的锚点密度质心定位算法的协议栈感知比较

2023 International Conference on Smart Applications, Communications and Networking (SmartNets) Pub Date : 2023-07-25 DOI: 10.1109/SmartNets58706.2023.10216113

İsmail Hakkı Turan, Doğan Yildiz, Sercan Demirci

{"title":"Protocol Stack-Aware Comparison of Centroid Localization Algorithms Based on Anchor Density Using Cooja","authors":"İsmail Hakkı Turan, Doğan Yildiz, Sercan Demirci","doi":"10.1109/SmartNets58706.2023.10216113","DOIUrl":"https://doi.org/10.1109/SmartNets58706.2023.10216113","url":null,"abstract":"Location reconnaissance of sensor nodes is crucial for many outdoor applications. In fact, some outdoor wireless sensor networks are deployed solely for location information. However, adding a GPS module to each node can increase the cost of the wireless sensor network. Therefore, software-based location estimation using radio signals becomes necessary. Hardware without a GPS module requires nodes with known locations in the network. To keep the cost of the network economically reasonable, the density of anchor nodes in the network with expensive nodes that have GPS modules should be investigated. In this study, an alternative method has been developed for transmitting localization packets in Contiki-NG firmware Wireless Sensor Networks (WSNs), as point-to-point communication is not suitable for the nature of WSNs. Using the method, the minimum anchor node density and transmission range required for localization in mesh topologies, was investigated according to negligible location estimation errors with Cooja network simulation environment. Three centroid-based algorithms have been compared based on localization error and localization ratio. At the end of the study, the minimum transmission range and anchor density ratio required for localization algorithms were determined. It was shown how effective the MAC policy was up to which transmission range. It was demonstrated how incorrect conclusions could be reached when network protocol stack requirements were not considered.","PeriodicalId":301834,"journal":{"name":"2023 International Conference on Smart Applications, Communications and Networking (SmartNets)","volume":"22 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":"133524767","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

Strategy for Community Empowerment Through an Integrated Waste Bank 透过综合废物银行赋予社区力量的策略

2023 International Conference on Smart Applications, Communications and Networking (SmartNets) Pub Date : 2023-07-25 DOI: 10.1109/SmartNets58706.2023.10215905

M. Hasibuan, YA Firmansyah, Sri Lestari, M. A. E. Yusendra, Lilla Rahmawati, Yayan Sopian - Dhedy Adi Nugroho

{"title":"Strategy for Community Empowerment Through an Integrated Waste Bank","authors":"M. Hasibuan, YA Firmansyah, Sri Lestari, M. A. E. Yusendra, Lilla Rahmawati, Yayan Sopian - Dhedy Adi Nugroho","doi":"10.1109/SmartNets58706.2023.10215905","DOIUrl":"https://doi.org/10.1109/SmartNets58706.2023.10215905","url":null,"abstract":"Garbage is one of the problems faced by cities and towns across the world. Governments cannot solve the waste problem alone. Metro City is committed to reducing waste by empowering the community and making every family aware that waste has economic value if it is able to be sorted into organic and inorganic. Through the role of the village head who has socialized the waste bank since 2015, it has been carried out by: socializing to residents' homes, teaching housewives, outreach to schools and community meetings. However, the current obstacle is how to monitor the amount of integrated waste and customer funds every day, especially inorganic waste. The methodology used starts from collecting data, analyzing data and building models that are embodied in the SI-MONISA application. This research builds SI-MONISA (Waste Monitoring System) using a mobile application. In this application there is access to the government, residents and garbage officers. The SI MONISA application is capable of monitoring the presence of waste, the status of waste collection and interactions with waste managers. This application is expected to contribute to monitoring the government regarding residents and officers in relation to waste.","PeriodicalId":301834,"journal":{"name":"2023 International Conference on Smart Applications, Communications and Networking (SmartNets)","volume":"76 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":"131332325","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

Demonstration of Multi-Layer IoT Platform with QoS Support 支持QoS的多层物联网平台演示

2023 International Conference on Smart Applications, Communications and Networking (SmartNets) Pub Date : 2023-07-25 DOI: 10.1109/SmartNets58706.2023.10216079

Kemal Cagri Serdaroglu, Boonyarith Saovapakhiran, Zahra Esfandiari Baiat, S. Baydere, C. Charnsripinyo, F. Mulyadi, Suat Özdemir

引用次数: 0

SARS CovidAID: Automatic detection of SARS CoV-19 cases from CT scan images with pretrained transfer learning model (VGG19, RESNet50 and DenseNet169) architecture SARS covid - aid:利用预训练迁移学习模型(VGG19、RESNet50和DenseNet169)架构自动检测CT扫描图像中的SARS CoV-19病例

2023 International Conference on Smart Applications, Communications and Networking (SmartNets) Pub Date : 2023-07-25 DOI: 10.1109/SmartNets58706.2023.10216235

Afia Farjana, Fatema Tabassum Liza, Miraz Al Mamun, M. Das, Musaab Hasan

{"title":"SARS CovidAID: Automatic detection of SARS CoV-19 cases from CT scan images with pretrained transfer learning model (VGG19, RESNet50 and DenseNet169) architecture","authors":"Afia Farjana, Fatema Tabassum Liza, Miraz Al Mamun, M. Das, Musaab Hasan","doi":"10.1109/SmartNets58706.2023.10216235","DOIUrl":"https://doi.org/10.1109/SmartNets58706.2023.10216235","url":null,"abstract":"The COVID-19 outbreak has presented significant challenges to medical professionals worldwide and underscored the need for accurate and effective detection methods due to its highly contagious nature and potential for explosive community transmission. However, healthcare delivery has been hindered by a lack of testing kits. To address this, deep learning techniques have been utilized to diagnose COVID-19 using CT scans, which have higher sensitivity in detecting early pneumonic changes. However, limited access to large datasets of CT-scan images due to privacy concerns has made developing accurate models difficult. To overcome this, transfer-learning pre-trained models have been employed in this study to automatically detect COVID-19 cases from CT scan images. The proposed methodology utilizes VGG19, RESNet50, and DenseNet169 architectures to classify patients as COVID-19 (positive) or COVID-19 (negative), with DenseNet169 performing the best with an accuracy of 98.5% in predicting COVID-19 binary classification. The model showed no signs of overfitting or underfitting, with a great output curve relative to the training accuracy. The other models, ResNet-50 and VGG-19 showed performance well with an accuracy of 96.7% and 92.7%, respectively. However, VGG-19 had the lowest accuracy of 92.7%. The findings of this study demonstrate the potential of using machine learning methods for the accurate and timely prediction of COVID-19. DenseNet169 outperformed other models and provided better accuracy for the prediction of COVID-19 Binary Classification.","PeriodicalId":301834,"journal":{"name":"2023 International Conference on Smart Applications, Communications and Networking (SmartNets)","volume":"1 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":"128740574","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

Forensics Investigation on Social Media Apps and Web Apps Messaging in Android Smartphone 基于Android智能手机的社交媒体应用和Web应用信息取证研究

2023 International Conference on Smart Applications, Communications and Networking (SmartNets) Pub Date : 2023-07-25 DOI: 10.1109/SmartNets58706.2023.10216267

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

{"title":"Forensics Investigation on Social Media Apps and Web Apps Messaging in Android Smartphone","authors":"Ruwa F. Abu Hweidi, M. Jazzar, A. Eleyan, T. Bejaoui","doi":"10.1109/SmartNets58706.2023.10216267","DOIUrl":"https://doi.org/10.1109/SmartNets58706.2023.10216267","url":null,"abstract":"The widespread usage of smartphones in many domains such as education, finance, organizations, and gaming makes hackers covet them and raises the challenge of facing cybercrime and forensic investigation of these devices. The devices run apps that can be sophisticatedly linked to other devices or platforms, or Web Apps, which duplicate the forensic investigation problem. Each social media application has its feature to deal with various types of messages and has its method of receiving and storing the messages depending on their type, i.e., text, video, contact file, image, and record. This study works on two scenarios to track the recovered data by logical acquisition method in MOBILedit and FINALmobile forensic tools. The first scenario is social media massaging between two smartphone Apps, and the second one is between Web Apps and smartphone Apps. In the two scenarios, the acquired device is the receiver’s smartphone. This study finds that logical acquisition cannot recover any Facebook or Instagram data, but in WhatsApp and Telegram, logical acquisition can extract and analyze all data except text and contact files, without knowing which linked device or Web App sent the message. There is a need for more investigation on social media Apps and Web Apps in future works.","PeriodicalId":301834,"journal":{"name":"2023 International Conference on Smart Applications, Communications and Networking (SmartNets)","volume":"24 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":"128261560","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

Efficient coding of wideband ISF parameters : Application of variable rate SSVQ scheme 宽带ISF参数的高效编码:可变速率SSVQ方案的应用

2023 International Conference on Smart Applications, Communications and Networking (SmartNets) Pub Date : 2023-07-25 DOI: 10.1109/SmartNets58706.2023.10216230

M. Bouzid, Meziane Nacèra, Salah Eddine Cheraitia

引用次数: 0

Multi-hop Precaching scheme with Relaying in Intermittently Connected Vehicular Networks 间歇连接车辆网络中带中继的多跳预传方案

2023 International Conference on Smart Applications, Communications and Networking (SmartNets) Pub Date : 2023-07-25 DOI: 10.1109/SmartNets58706.2023.10216213

Gayeong Kim, Youngju Nam, Hyunseok Choi, Euisin Lee

{"title":"Multi-hop Precaching scheme with Relaying in Intermittently Connected Vehicular Networks","authors":"Gayeong Kim, Youngju Nam, Hyunseok Choi, Euisin Lee","doi":"10.1109/SmartNets58706.2023.10216213","DOIUrl":"https://doi.org/10.1109/SmartNets58706.2023.10216213","url":null,"abstract":"Due to the rapid development of smart vehicles such as self-driving cars, the mobile data traffic for vehicle users increases to the extent that a base station cannot handle, and it causes delays in content provision. The burden of the base station can be alleviated through roadside units (RSUs) to distribute the demands, but still, the outage zone, which the communication range of RSUs cannot cover, exists due to their high deployment cost. However, since the existing schemes for covering the outage zone only considered single-hop relaying vehicles to provide the precached content, the outage zone cannot be minimized by an insufficient number of candidate vehicles. Therefore, we propose a scheme for minimizing the outage zone by maximizing the precached content through multi-hop relaying vehicles. The proposed scheme optimally selects relaying vehicles through our numerical model to calculate the amount of the precached content and progresses the process of multi-hop relaying through comparing the connection time of vehicles with the dark area time in the outage zone. To prevent much overhead due to frequent precaching vehicle handover, the proposed scheme limits vehicles with a short communication time compared with a precaching restriction indicator in the multi-hop relaying vehicle selection process. Simulation results show that our scheme is superior to the representative scheme based on single-hop relaying.","PeriodicalId":301834,"journal":{"name":"2023 International Conference on Smart Applications, Communications and Networking (SmartNets)","volume":"14 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":"129840969","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

Residential College’s Smart Restroom Monitoring System 住宿学院智能厕所监控系统

2023 International Conference on Smart Applications, Communications and Networking (SmartNets) Pub Date : 2023-07-25 DOI: 10.1109/SmartNets58706.2023.10216100

F. I. Azman, M. Fazdli, N. L. Saleh, A. Noor, A. M. Ali

引用次数: 0