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Computing in Science & Engineering 科学与工程中的计算
IF 3.2 4区 计算机科学
IEEE Internet Computing Pub Date : 2024-02-16 DOI: 10.1109/mic.2024.3358431
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引用次数: 0
The EMPWR Platform: Data and Knowledge-Driven Processes for the Knowledge Graph Lifecycle EMPWR 平台：知识图谱生命周期的数据和知识驱动流程
IF 3.2 4区 计算机科学
IEEE Internet Computing Pub Date : 2024-02-16 DOI: 10.1109/mic.2023.3339858
Hong Yung Yip, Amit Sheth
{"title":"The EMPWR Platform: Data and Knowledge-Driven Processes for the Knowledge Graph Lifecycle","authors":"Hong Yung Yip, Amit Sheth","doi":"10.1109/mic.2023.3339858","DOIUrl":"https://doi.org/10.1109/mic.2023.3339858","url":null,"abstract":"The unparalleled volume of data generated has heightened the need for approaches that can consume these data in a scalable and automated fashion. Although modern data-driven, deep-learning-based systems are cost-efficient and can learn complex patterns, they are black boxes in nature, and the underlying input data highly dictate their world model. Knowledge graphs (KGs), as one such technology, have surfaced as a compelling approach for using structured knowledge representation to support the integration of knowledge from diverse sources and formats. We present Empower (EMPWR), a comprehensive KG development and lifecycle support platform that uses a broad variety of techniques from symbolic and modern data-driven systems. We discuss the sets of system design guiding principles used to develop EMPWR, its system architectures, and workflow components. We illustrate some of EMPWR’s abilities by describing a process of creating and maintaining a KG for the pharmaceuticals domain.","PeriodicalId":13121,"journal":{"name":"IEEE Internet Computing","volume":"31 1","pages":""},"PeriodicalIF":3.2,"publicationDate":"2024-02-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139945760","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
IEEE Computer Society Information 电气和电子工程师学会计算机协会信息
IF 3.2 4区 计算机科学
IEEE Internet Computing Pub Date : 2024-02-16 DOI: 10.1109/mic.2024.3350857
{"title":"IEEE Computer Society Information","authors":"","doi":"10.1109/mic.2024.3350857","DOIUrl":"https://doi.org/10.1109/mic.2024.3350857","url":null,"abstract":"","PeriodicalId":13121,"journal":{"name":"IEEE Internet Computing","volume":"22 1","pages":""},"PeriodicalIF":3.2,"publicationDate":"2024-02-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139945821","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 Management Challenges in Blockchain-Based Applications 区块链应用中的数据管理挑战
IF 3.2 4区 计算机科学
IEEE Internet Computing Pub Date : 2024-02-16 DOI: 10.1109/mic.2023.3319152
Stanly Wilson, Kwabena Adu-Duodu, Yinhao Li, Ellis Solaiman, Omer Rana, Schahram Dustdar, Rajiv Ranjan
{"title":"Data Management Challenges in Blockchain-Based Applications","authors":"Stanly Wilson, Kwabena Adu-Duodu, Yinhao Li, Ellis Solaiman, Omer Rana, Schahram Dustdar, Rajiv Ranjan","doi":"10.1109/mic.2023.3319152","DOIUrl":"https://doi.org/10.1109/mic.2023.3319152","url":null,"abstract":"Effective data management is crucial to ensure the security, integrity, and efficiency of blockchain systems. This study proposes a detailed data management taxonomy specifically designed for blockchain technology. The taxonomy provides a structured framework to categorize and address various aspects of data management in blockchain networks. It covers essential aspects, such as data flow, data storage, access control, and querying. It provides a systematic approach to understanding and addressing the unique challenges associated with managing data in blockchain systems. The framework enables informed decision making, promotes effective strategies, and helps to leverage the full potential of blockchain technology.","PeriodicalId":13121,"journal":{"name":"IEEE Internet Computing","volume":"39 1","pages":""},"PeriodicalIF":3.2,"publicationDate":"2024-02-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139911190","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
IT Professional 信息技术专业人员
IF 3.2 4区 计算机科学
IEEE Internet Computing Pub Date : 2024-02-16 DOI: 10.1109/mic.2024.3358432
{"title":"IT Professional","authors":"","doi":"10.1109/mic.2024.3358432","DOIUrl":"https://doi.org/10.1109/mic.2024.3358432","url":null,"abstract":"","PeriodicalId":13121,"journal":{"name":"IEEE Internet Computing","volume":"247 1","pages":""},"PeriodicalIF":3.2,"publicationDate":"2024-02-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139945809","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
IEEE CS Call for Papers IEEE CS 征稿启事
IF 3.2 4区 计算机科学
IEEE Internet Computing Pub Date : 2024-02-16 DOI: 10.1109/mic.2024.3358428
{"title":"IEEE CS Call for Papers","authors":"","doi":"10.1109/mic.2024.3358428","DOIUrl":"https://doi.org/10.1109/mic.2024.3358428","url":null,"abstract":"","PeriodicalId":13121,"journal":{"name":"IEEE Internet Computing","volume":"1 1","pages":""},"PeriodicalIF":3.2,"publicationDate":"2024-02-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139945813","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
IEEE Security & Privacy IEEE 安全与隐私
IF 3.2 4区 计算机科学
IEEE Internet Computing Pub Date : 2024-02-16 DOI: 10.1109/mic.2024.3358433
{"title":"IEEE Security & Privacy","authors":"","doi":"10.1109/mic.2024.3358433","DOIUrl":"https://doi.org/10.1109/mic.2024.3358433","url":null,"abstract":"","PeriodicalId":13121,"journal":{"name":"IEEE Internet Computing","volume":"38 1","pages":""},"PeriodicalIF":3.2,"publicationDate":"2024-02-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139945700","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
Enabling 6G and Beyond Network Functions from Space: Challenges and Opportunities 从太空实现 6G 及以上网络功能：挑战与机遇
IF 3.2 4区 计算机科学
IEEE Internet Computing Pub Date : 2024-01-30 DOI: 10.1109/mic.2024.3359773
Lixin Liu, Wei Liu, Yuanjie Li, Hewu Li
{"title":"Enabling 6G and Beyond Network Functions from Space: Challenges and Opportunities","authors":"Lixin Liu, Wei Liu, Yuanjie Li, Hewu Li","doi":"10.1109/mic.2024.3359773","DOIUrl":"https://doi.org/10.1109/mic.2024.3359773","url":null,"abstract":"","PeriodicalId":13121,"journal":{"name":"IEEE Internet Computing","volume":"16 1","pages":""},"PeriodicalIF":3.2,"publicationDate":"2024-01-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139945810","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
Privacy-Preserving Recommendation based on Shuffled Federated Graph Neural Network 基于洗牌联合图神经网络的隐私保护推荐
IF 3.2 4区 计算机科学
IEEE Internet Computing Pub Date : 2024-01-05 DOI: 10.1109/mic.2023.3349288
Qinbo Liu, Lichen Yang, Yang Liu, Jiaqi Deng, Guorui Wu
{"title":"Privacy-Preserving Recommendation based on Shuffled Federated Graph Neural Network","authors":"Qinbo Liu, Lichen Yang, Yang Liu, Jiaqi Deng, Guorui Wu","doi":"10.1109/mic.2023.3349288","DOIUrl":"https://doi.org/10.1109/mic.2023.3349288","url":null,"abstract":"","PeriodicalId":13121,"journal":{"name":"IEEE Internet Computing","volume":"12 1","pages":""},"PeriodicalIF":3.2,"publicationDate":"2024-01-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139945805","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
3-D Point Cloud Map Compression for Connected Intelligent Vehicles 用于互联智能汽车的三维点云地图压缩技术
IF 3.2 4区 计算机科学
IEEE Internet Computing Pub Date : 2023-12-15 DOI: 10.1109/mic.2023.3342793
Youngjoon Choi, Hannah Baek, Jinseop Jeong, Kanghee Kim
{"title":"3-D Point Cloud Map Compression for Connected Intelligent Vehicles","authors":"Youngjoon Choi, Hannah Baek, Jinseop Jeong, Kanghee Kim","doi":"10.1109/mic.2023.3342793","DOIUrl":"https://doi.org/10.1109/mic.2023.3342793","url":null,"abstract":"In autonomous vehicles, 3-D point cloud (PCD) maps are widely employed. By matching a point cloud acquired from a 3-D ranging sensor in real time with the PCD map, the ego vehicle can be localized with high accuracy. However, the PCD maps must be compressed and customized to the vehicles because they typically have low computing power, a small memory space, and low-resolution sensors. In this study, we propose an edge service of PCD map compression for connected intelligent vehicles. We overview a general path-aware map compression framework and propose a novel compression method to combine voxelization and a notion of localizability at every waypoint on target paths. Experimental results show that the proposed compression significantly reduces the computational cost at both the edge server and the vehicle while satisfying a required localization performance level.","PeriodicalId":13121,"journal":{"name":"IEEE Internet Computing","volume":"13 1","pages":""},"PeriodicalIF":3.2,"publicationDate":"2023-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139945803","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
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