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International Journal of Web and Grid Services最新文献

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Sentiment analysis and counselling for COVID-19 pandemic based on social media 基于社交媒体的COVID-19大流行情绪分析与咨询
IF 1 4区 计算机科学
International Journal of Web and Grid Services Pub Date : 2023-01-01 DOI: 10.1504/ijwgs.2023.10054493
Ha Young Lee, O. Jeong
{"title":"Sentiment analysis and counselling for COVID-19 pandemic based on social media","authors":"Ha Young Lee, O. Jeong","doi":"10.1504/ijwgs.2023.10054493","DOIUrl":"https://doi.org/10.1504/ijwgs.2023.10054493","url":null,"abstract":"As COVID-19 emerged and prolonged, various changes have occurred in our lives. For example, as restrictions on daily life are lengthening, the number of people complaining of depression is increasing. In this paper, we conduct a sentiment analysis by modelling public emotions and issues through social media. Text data written on Twitter is collected by dividing it into the early and late stages of COVID-19, and emotional analysis is performed to reclassify it into positive and negative tweets. Therefore, subject modelling is performed with a total of four datasets to review the results and evaluate the modelling results. Furthermore, topic modelling results are visualised using dimensional reduction, and public opinions on COVID-19 are intuitively confirmed by generating representative words consisting of each topic in the word cloud. Additionally, we implement a COVID-chatbot that provides a question-and-answer service on COVID-19 and verifies the performance in our experiments.","PeriodicalId":54935,"journal":{"name":"International Journal of Web and Grid Services","volume":null,"pages":null},"PeriodicalIF":1.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78804533","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A survey on the optimisation of age of information in wireless networks 无线网络信息时代优化研究
IF 1 4区 计算机科学
International Journal of Web and Grid Services Pub Date : 2023-01-01 DOI: 10.1504/ijwgs.2023.10054492
Hongyan Wang, Qibo Sun, Shangguang Wang
{"title":"A survey on the optimisation of age of information in wireless networks","authors":"Hongyan Wang, Qibo Sun, Shangguang Wang","doi":"10.1504/ijwgs.2023.10054492","DOIUrl":"https://doi.org/10.1504/ijwgs.2023.10054492","url":null,"abstract":"","PeriodicalId":54935,"journal":{"name":"International Journal of Web and Grid Services","volume":null,"pages":null},"PeriodicalIF":1.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75176332","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
A masking-based federated singular value decomposition method for anomaly detection in industrial internet of things 基于掩模的联邦奇异值分解方法在工业物联网异常检测中的应用
4区 计算机科学
International Journal of Web and Grid Services Pub Date : 2023-01-01 DOI: 10.1504/ijwgs.2023.133502
Olena Hordiichuk Bublivska, Halyna Beshley, Natalia Kryvinska, Mykola Beshley
{"title":"A masking-based federated singular value decomposition method for anomaly detection in industrial internet of things","authors":"Olena Hordiichuk Bublivska, Halyna Beshley, Natalia Kryvinska, Mykola Beshley","doi":"10.1504/ijwgs.2023.133502","DOIUrl":"https://doi.org/10.1504/ijwgs.2023.133502","url":null,"abstract":"The industrial internet of things (IIoT) is a flexible and scalable manufacturing system that can collect and analyse data from sensors based on machine learning, cloud, and edge computing. Recommendation systems can identify patterns in big data and reduce irrelevant data, with the singular value decomposition (SVD) algorithm being commonly used. Based on the found regularities in the data, it is possible to predict the most probable future events, such as emergency shutdowns of equipment, the occurrence of emergencies, etc. This paper explores the SVD method for anomaly detection in IIoT and proposes the federated singular value decomposition (FedSVD) method, which better protects large-scale IIoT data privacy. Results show FedSVD has greater accuracy and duration of calculations. A masking-based FedSVD method is proposed for anomaly detection and data protection. Choosing the optimal algorithm for IIoT and recommendation systems can automate the processing of critical parameters and improve efficiency.","PeriodicalId":54935,"journal":{"name":"International Journal of Web and Grid Services","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135555754","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A comprehensive survey on security, privacy and authentication in blockchain 区块链的安全、隐私和认证综合调查
4区 计算机科学
International Journal of Web and Grid Services Pub Date : 2023-01-01 DOI: 10.1504/ijwgs.2023.133501
Turki Ali Alghamdi, Nadeem Javaid
{"title":"A comprehensive survey on security, privacy and authentication in blockchain","authors":"Turki Ali Alghamdi, Nadeem Javaid","doi":"10.1504/ijwgs.2023.133501","DOIUrl":"https://doi.org/10.1504/ijwgs.2023.133501","url":null,"abstract":"","PeriodicalId":54935,"journal":{"name":"International Journal of Web and Grid Services","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135556544","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A hybrid intelligent system for wireless mesh networks: assessment of implemented system for two instances and three router replacement methods using <i>V</i><SUB align="right">max parameter 一种用于无线网状网络的混合智能系统:使用&lt;i&gt;V&lt;/i&gt;&lt;SUB align="right"&gt;max参数评估已实现系统的两个实例和三种路由器替换方法
4区 计算机科学
International Journal of Web and Grid Services Pub Date : 2023-01-01 DOI: 10.1504/ijwgs.2023.133509
Shinji Sakamoto
{"title":"A hybrid intelligent system for wireless mesh networks: assessment of implemented system for two instances and three router replacement methods using &lt;i&gt;V&lt;/i&gt;&lt;SUB align=\"right\"&gt;max parameter","authors":"Shinji Sakamoto","doi":"10.1504/ijwgs.2023.133509","DOIUrl":"https://doi.org/10.1504/ijwgs.2023.133509","url":null,"abstract":"","PeriodicalId":54935,"journal":{"name":"International Journal of Web and Grid Services","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135556880","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Data locality-aware and QoS-aware dynamic cloud workflow scheduling in Hadoop for heterogeneous environment 异构环境下数据位置感知和qos感知的Hadoop动态云工作流调度
IF 1 4区 计算机科学
International Journal of Web and Grid Services Pub Date : 2023-01-01 DOI: 10.1504/ijwgs.2023.10054497
Fan Ding, Minjin Ma
{"title":"Data locality-aware and QoS-aware dynamic cloud workflow scheduling in Hadoop for heterogeneous environment","authors":"Fan Ding, Minjin Ma","doi":"10.1504/ijwgs.2023.10054497","DOIUrl":"https://doi.org/10.1504/ijwgs.2023.10054497","url":null,"abstract":"","PeriodicalId":54935,"journal":{"name":"International Journal of Web and Grid Services","volume":null,"pages":null},"PeriodicalIF":1.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75727104","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Web semantics and ontologies-based framework for software component selection from online repositories 基于Web语义和本体的框架，用于从在线存储库中选择软件组件
IF 1 4区 计算机科学
International Journal of Web and Grid Services Pub Date : 2023-01-01 DOI: 10.1504/ijwgs.2023.10058699
Nazia Bibi, U. Tariq, Robertas Damaševičius, Majed Alhaisoni, Muhammad Attique Khan, Zeshan Iqbal, Alina Mirza, A. Maqbool, Tauseef Ahmed Rana
{"title":"Web semantics and ontologies-based framework for software component selection from online repositories","authors":"Nazia Bibi, U. Tariq, Robertas Damaševičius, Majed Alhaisoni, Muhammad Attique Khan, Zeshan Iqbal, Alina Mirza, A. Maqbool, Tauseef Ahmed Rana","doi":"10.1504/ijwgs.2023.10058699","DOIUrl":"https://doi.org/10.1504/ijwgs.2023.10058699","url":null,"abstract":"","PeriodicalId":54935,"journal":{"name":"International Journal of Web and Grid Services","volume":null,"pages":null},"PeriodicalIF":1.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66704541","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
An Energy-aware Negotiation Protocol for Live Migration of Virtual Machines 虚拟机动态迁移的能量感知协商协议
4区 计算机科学
International Journal of Web and Grid Services Pub Date : 2023-01-01 DOI: 10.1504/ijwgs.2023.10059624
Makoto Takizawa, Tomoya Enokido, Dilawaer Duolikun
{"title":"An Energy-aware Negotiation Protocol for Live Migration of Virtual Machines","authors":"Makoto Takizawa, Tomoya Enokido, Dilawaer Duolikun","doi":"10.1504/ijwgs.2023.10059624","DOIUrl":"https://doi.org/10.1504/ijwgs.2023.10059624","url":null,"abstract":"","PeriodicalId":54935,"journal":{"name":"International Journal of Web and Grid Services","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136007563","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A feature-driven variability-enabled approach to adaptive service compositions 一种功能驱动的支持可变性的自适应服务组合的方法
IF 1 4区 计算机科学
International Journal of Web and Grid Services Pub Date : 2023-01-01 DOI: 10.1504/ijwgs.2023.10054495
Chang ai Sun, Zhen Wang, Yanbo Han, J. Han, Luo Xu, Zaixing Zhang
{"title":"A feature-driven variability-enabled approach to adaptive service compositions","authors":"Chang ai Sun, Zhen Wang, Yanbo Han, J. Han, Luo Xu, Zaixing Zhang","doi":"10.1504/ijwgs.2023.10054495","DOIUrl":"https://doi.org/10.1504/ijwgs.2023.10054495","url":null,"abstract":"","PeriodicalId":54935,"journal":{"name":"International Journal of Web and Grid Services","volume":null,"pages":null},"PeriodicalIF":1.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83642712","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Automatic leaf diseases detection and classification of cucumber leaves using internet of things and machine learning models 基于物联网和机器学习模型的黄瓜叶片病害自动检测与分类
4区 计算机科学
International Journal of Web and Grid Services Pub Date : 2023-01-01 DOI: 10.1504/ijwgs.2023.133506
Swana Prabha Jena, Sujata Chakravarty, Siba Prasad Sahoo, Shubham Nayak, Subrat Kumar Pradhan, Bijay Kumar Paikaray
{"title":"Automatic leaf diseases detection and classification of cucumber leaves using internet of things and machine learning models","authors":"Swana Prabha Jena, Sujata Chakravarty, Siba Prasad Sahoo, Shubham Nayak, Subrat Kumar Pradhan, Bijay Kumar Paikaray","doi":"10.1504/ijwgs.2023.133506","DOIUrl":"https://doi.org/10.1504/ijwgs.2023.133506","url":null,"abstract":"","PeriodicalId":54935,"journal":{"name":"International Journal of Web and Grid Services","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135783574","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
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