电脑和通信(英文)最新文献_第2页

Public Sentiment Analysis of Social Security Emergencies Based on Feature Fusion Model of BERT and TextLevelGCN 基于BERT和TextLevelGCN特征融合模型的社会保障突发事件公众情绪分析

电脑和通信(英文) Pub Date : 2023-01-01 DOI: 10.4236/jcc.2023.115014

Linli Wang, Hu Wang, Hanlu Lei

{"title":"Public Sentiment Analysis of Social Security Emergencies Based on Feature Fusion Model of BERT and TextLevelGCN","authors":"Linli Wang, Hu Wang, Hanlu Lei","doi":"10.4236/jcc.2023.115014","DOIUrl":"https://doi.org/10.4236/jcc.2023.115014","url":null,"abstract":"At present, the emotion classification method of Weibo public opinions based on graph neural network cannot solve the polysemy problem well, and the scale of global graph with fixed weight is too large. This paper proposes a feature fusion network model Bert-TextLevelGCN based on BERT pre-training and improved TextGCN. On the one hand, Bert is introduced to obtain the initial vector input of graph neural network containing rich semantic features. On the other hand, the global graph connection window of traditional TextGCN is reduced to the text level, and the message propagation mechanism of global sharing is applied. Finally, the output vector of BERT and TextLevelGCN is fused by interpolation update method, and a more robust mapping of positive and negative sentiment classification of public opinion text of “Tangshan Barbecue Restaurant beating people” is obtained. In the context of the national anti-gang campaign, it is of great significance to accurately and efficiently analyze the emotional characteristics of public opinion in sudden social violence events with bad social impact, which is of great significance to improve the government’s public opinion warning and response ability to public opinion in sudden social security events.","PeriodicalId":67799,"journal":{"name":"电脑和通信(英文)","volume":"27 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70937050","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

Identification of Influential Users in Online Social Network: A Brief Overview 在线社交网络中有影响力用户的识别:概述

电脑和通信(英文) Pub Date : 2023-01-01 DOI: 10.4236/jcc.2023.117005

M. Ferdous, M. Anwar

引用次数: 0

Indicator Selection for Quality Measurement in Maternal Neonatal and Child Health Services: Application of Random Forest Classifier 妇幼保健服务质量测量指标选择:随机森林分类器的应用

电脑和通信(英文) Pub Date : 2023-01-01 DOI: 10.4236/jcc.2023.117006

Sarah Nyanjara, D. Machuve, P. Nykanen

引用次数: 0

Opportunistic Relaying Technique over Rayleigh Fading Channel to Improve Multicast Security 基于瑞利衰落信道的机会中继技术提高组播安全性

电脑和通信(英文) Pub Date : 2023-01-01 DOI: 10.4236/jcc.2023.118010

Md Shamim Hossain, Md. Zahurul I. Sarkar

引用次数: 0

A Water Level Forecast of Pattani River in the Southern of Thailand by Deep Learning 基于深度学习的泰国南部北大年河水位预报

电脑和通信(英文) Pub Date : 2023-01-01 DOI: 10.4236/jcc.2023.118002

Prattana Deeprasertkul, Kanoksri Sarinnapakorn

引用次数: 0

A360 Bot Framework: Empowering Smart Robotic Process Automation Solutions A360机器人框架:增强智能机器人过程自动化解决方案

电脑和通信(英文) Pub Date : 2023-01-01 DOI: 10.4236/jcc.2023.1110003

Sai Madhur Potturu

{"title":"A360 Bot Framework: Empowering Smart Robotic Process Automation Solutions","authors":"Sai Madhur Potturu","doi":"10.4236/jcc.2023.1110003","DOIUrl":"https://doi.org/10.4236/jcc.2023.1110003","url":null,"abstract":"This research paper explores the significance of the “A360 Bot Framework” in Automation 360 (A360) platform. A360 is Automation Anywhere’s cloud-based automation platform designed to make business processes more efficient. It’s known for its user-friendly interface, which allows both technical and non-technical users to use it effectively. Automation 360 is versatile, offering a range of tools to automate tasks, manage complex workflows, and integrate various applications. It empowers users to create customized solutions for their specific needs. Being cloud-based it ensures scalability, security, and real-time updates, making it a top choice in the fast-paced digital world. As demand for A360 rises, having a structured way to develop bots becomes crucial. The paper introduces the “A360 Bot Framework” as a guiding approach for bot developments. This framework ensures consistency and scalability, especially when working with both professional developers and non-technical users. It outlines key elements like setting up work folders, managing logs, dealing with errors, and ensuring secure bot execution. Ultimately, the “A360 Bot Framework” is presented as a foundational structure that enhances consistency, resiliency, and development efficiency. By following predefined practices and templates, bot developers can mitigate risks and streamline debugging processes. This framework accelerates the bot development lifecycle, allowing developers to focus on specific functionalities and value-added features. The research paper aims to provide insights into the benefits of adopting the A360 Bot Framework and its potential to revolutionize A360 bot development practices, leading to more efficient and effective automation solutions.","PeriodicalId":67799,"journal":{"name":"电脑和通信(英文)","volume":"41 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135156111","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

Blockchain-Based Certificate Authentication System with Enabling Correction 基于区块链的证书认证系统

电脑和通信(英文) Pub Date : 2023-01-01 DOI: 10.4236/jcc.2023.113006

Md. Mijanur Rahman, Md. Tanzinul Kabir Tonmoy, Saifur Rahman Shihab, Riya Farhana

{"title":"Blockchain-Based Certificate Authentication System with Enabling Correction","authors":"Md. Mijanur Rahman, Md. Tanzinul Kabir Tonmoy, Saifur Rahman Shihab, Riya Farhana","doi":"10.4236/jcc.2023.113006","DOIUrl":"https://doi.org/10.4236/jcc.2023.113006","url":null,"abstract":"Blockchain has proven to be an emerging technology in the digital world, changing the way everyone thinks about data security and bringing efficiency to several industries. It has already been applied to a wide range of applications, from financial services and supply chain management to voting systems and identity verification. An organization must verify its candidates before selecting them. Choosing an unqualified candidate can ruin an organization’s reputation. In this paper, a blockchain-based academic certificate authentication system will be used to ensure authenticity and make the assertion of the decentralized system secure. However, the system will generate, authenticate and make corrections on academic certificates. Ultimately, some blockchain-based authentication systems already exist, they can’t correct any errors that occur during generation. A blockchain-based certificate authentication system was built using blockchain technology. Where admin could generate, authenticate and correct the certificate if necessary. The admin can also check how many times a certificate has been modified. Other users can only check the authenticity of the certificates. We’re using two blockchains to enable corrections. Blockchain technology can successfully implement a certificate authentication system. This system will eliminate doubts about the authenticity of certificates, provide fast responses, and ensure reliable and secure storage. The proposed system will help in many ways, such as providing a user-friendly university admission, and smooth job hiring process, etc. In conclusion, our proposed system can permanently eradicate certificate forgeries and create and promote trust in society.","PeriodicalId":67799,"journal":{"name":"电脑和通信(英文)","volume":"185 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135585548","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

Machine Learning-Based Approach for Identification of SIM Box Bypass Fraud in a Telecom Network Based on CDR Analysis: Case of a Fixed and Mobile Operator in Cameroon 基于CDR分析的电信网络SIM卡盒旁路欺诈识别的机器学习方法——以喀麦隆某固定和移动运营商为例

电脑和通信(英文) Pub Date : 2023-01-01 DOI: 10.4236/jcc.2023.112010

Eric Michel Deussom Djomadji, Kabiena Ivan Basile, Tchapga Tchito Christian, F. Djoko, M. E. Sone

引用次数: 1

Detection of 3D Human Posture Based on Improved Mediapipe 基于改进Mediapipe的三维人体姿态检测

电脑和通信(英文) Pub Date : 2023-01-01 DOI: 10.4236/jcc.2023.112008

Yiqiao Lin, Xueyan Jiao, Lei Zhao

引用次数: 1

Machine Learning-Based Alarms Classification and Correlation in an SDH/WDM Optical Network to Improve Network Maintenance SDH/WDM光网络中基于机器学习的告警分类与关联，提高网络维护效率

电脑和通信(英文) Pub Date : 2023-01-01 DOI: 10.4236/jcc.2023.112009

Deussom Djomadji Eric Michel, Takembo Ntahkie Clovis, Tchapga Tchito Christian, A. Mohamadou, M. E. Sone

引用次数: 1