IEEE Systems Man and Cybernetics Magazine最新文献_第6页

Blockchain and Artificial Intelligence Are Also Hot Topics in the IEEE Systems, Man, and Cybernetics Society [Editorial] 区块链和人工智能也是IEEE系统、人与控制论学会的热门话题[社论]

IF 3.2

IEEE Systems Man and Cybernetics Magazine Pub Date : 2022-10-01 DOI: 10.1109/msmc.2022.3205493

Haibin Zhu

引用次数: 0

2022 Index Systems, Man and Cybernetics Mag., Vol. 8 2022索引系统，人与控制论杂志，第8卷

IF 3.2

IEEE Systems Man and Cybernetics Magazine Pub Date : 2022-10-01 DOI: 10.1109/msmc.2022.3216167

引用次数: 0

An Explainable Artificial-Intelligence-Based CNN Model for Knowledge Extraction From the Social Internet of Things: Proposing a New Model 一种可解释的基于人工智能的社交物联网知识提取CNN模型:提出一种新模型

IF 3.2

IEEE Systems Man and Cybernetics Magazine Pub Date : 2022-10-01 DOI: 10.1109/MSMC.2022.3198023

Lulwah M. Alkwai

{"title":"An Explainable Artificial-Intelligence-Based CNN Model for Knowledge Extraction From the Social Internet of Things: Proposing a New Model","authors":"Lulwah M. Alkwai","doi":"10.1109/MSMC.2022.3198023","DOIUrl":"https://doi.org/10.1109/MSMC.2022.3198023","url":null,"abstract":"Rich material is buried in the entity’s textual description information, its hierarchical-type information, and the graph’s topological structure information in the knowledge graph. As a result, these data can be a useful supplement to triple information in terms of improving performance. To appropriately exploit these social Internet of Things (IoT) data, entity details are first encoded using artificial-intelligence (AI)-based convolutional neural networks (CNNs). The unit vector and unit description vector are then projected into a given relational space using the hierarchical-type information, thus restricting its semantic content. The graph attention approach is then used to fuse the graph’s topological structure information to calculate the influence of various neighboring points on the entity. To deal with the data-sparse problem, the multihop relationship information among entities is calculated at the same time. Finally, a decoder is used to collect global information among dimensions. Link prediction experiments show that the multisource information combined knowledge representation learning (XAI-CNN) model based on explainable AI (XAI) can effectively use multisource social IoT information beyond triples and that other techniques may be better than the baseline model.","PeriodicalId":43649,"journal":{"name":"IEEE Systems Man and Cybernetics Magazine","volume":"11 1","pages":"48-51"},"PeriodicalIF":3.2,"publicationDate":"2022-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76737846","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

Blockchain Technology in Agriculture for Indian Farmers: A Systematic Literature Review, Challenges, and Solutions 印度农民的农业区块链技术:系统的文献综述、挑战和解决方案

IF 3.2

IEEE Systems Man and Cybernetics Magazine Pub Date : 2022-10-01 DOI: 10.1109/MSMC.2022.3197914

Urvashi Sugandh, Swati Nigam, Manju Khari

引用次数: 4

Special Issue on Advancements, Challenges and Application of Parallel and Distributed Algorithms [Call for Papers] 并行和分布式算法的进展、挑战和应用特刊[征文]

IF 3.2

IEEE Systems Man and Cybernetics Magazine Pub Date : 2022-07-01 DOI: 10.1109/msmc.2022.3177330

引用次数: 0

Special Issue on Explainable Artificial Intelligence for Social Internet of Things (XSIoT): Analysis and Modeling using Collaborative Technologies [Call for Papers] 面向社会物联网(XSIoT)的可解释人工智能特刊:使用协作技术进行分析和建模[征文]

IF 3.2

IEEE Systems Man and Cybernetics Magazine Pub Date : 2022-07-01 DOI: 10.1109/msmc.2022.3177349

引用次数: 0

Getting to Know Our Volunteers [Meet Our Volunteers] 认识我们的志愿者[认识我们的志愿者]

IF 3.2

IEEE Systems Man and Cybernetics Magazine Pub Date : 2022-07-01 DOI: 10.1109/msmc.2022.3177351

Haibin Zhu

引用次数: 0

Evolution in Computing Paradigms for Internet of Things-Enabled Smart Grid Applications: Their Contributions to Power Systems 物联网智能电网应用计算范式的演变:对电力系统的贡献

IF 3.2

IEEE Systems Man and Cybernetics Magazine Pub Date : 2022-07-01 DOI: 10.1109/msmc.2022.3162696

Fargol Nematkhah, F. Aminifar, M. Shahidehpour, S. Mokhtari

引用次数: 2

Toward Named Data Networking: An Approach Based the Internet of Things Cloud With Edge Assistance 走向命名数据网络:一种基于边缘辅助物联网云的方法

IF 3.2

IEEE Systems Man and Cybernetics Magazine Pub Date : 2022-07-01 DOI: 10.1109/msmc.2022.3172826

Xiaonan Wang, Xinyan Qian

{"title":"Toward Named Data Networking: An Approach Based the Internet of Things Cloud With Edge Assistance","authors":"Xiaonan Wang, Xinyan Qian","doi":"10.1109/msmc.2022.3172826","DOIUrl":"https://doi.org/10.1109/msmc.2022.3172826","url":null,"abstract":"The Internet of Things (IoT) aims to improve the quality of human life by delivering collected data efficiently for real-time monitoring. With the increasing complexity of data, it is hard for an individual IoT device to produce information due to the restrictions of visual angles and resources. For instance, the camera mounted on the front of a vehicle captures only data from the road ahead; it cannot collect information from the side. The local cloud (LC) is a new communication paradigm where cloud members collaboratively generate data locally by sharing their resources, so integration of the IoT and LC (ITLC) should be an effective way to overcome the resource restriction of an individual device. Named data networking (NDN) is a novel and efficient communication mechanism, and its features are able to assist in realizing the ITLC and enhancing the efficiency of ITLC-based data delivery. However, NDN has different architectures and features than the ITLC, so it is challenging to exploit NDN to realize ITLC. In this article, we propose an edge-assisted, NDN-based ITLC framework and provide evaluation results that verify its advances.","PeriodicalId":43649,"journal":{"name":"IEEE Systems Man and Cybernetics Magazine","volume":"35 1","pages":"21-27"},"PeriodicalIF":3.2,"publicationDate":"2022-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79361963","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

The 2021 IEEE International Conference on Systems, Man, and Cybernetics Report [Conference Reports] 2021年IEEE系统、人与控制论国际会议报告[会议报告]

IF 3.2

IEEE Systems Man and Cybernetics Magazine Pub Date : 2022-07-01 DOI: 10.1109/msmc.2022.3177331

引用次数: 0