Semantic Internet of Things

被引:25
|
作者
Palavalli, Amarnath [1 ]
Karri, Durgaprasad [1 ]
Pasupuleti, Swarnalatha [1 ]
机构
[1] VMware, Palo Alto, CA 94304 USA
关键词
IoT; Ontology; Object Role Modeling; Fact Oriented Modeling; Semantic Data Platform; Cloud Computing;
D O I
10.1109/ICSC.2016.35
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Semantic IoT Framework is a flexible data management and processing platform for any type of data, built on Semantic Data Platform (SDP). SDP is based on declarative fact oriented approach for modeling, that enables the models to be executable themselves. The declarative nature of data semantics enables defining or modifying of data models dynamically with new concepts, relationships or constraints without having to change any other parts of the systems. The Event Manager, Data Processing and Analytics engine forms the core part of the proposed semantic IoT framework, which enables consumers to listen to metadata and data changes, derive analytics and fire domain specific business rules or policies. Therefore, Semantic IoT approach provides great agility in defining, modifying and interpreting metadata. A simple home automation usecase is presented to demonstrate how a device can publish its metadata as semantic facts including business rules or policies as constraints as well as publish the data to semantic data service running on the cloud infrastructure. The future work presented includes extending the semantic approach to collaboratively evolve IoT data model standard among device vendors.
引用
收藏
页码:91 / 95
页数:5
相关论文
共 50 条
  • [31] A Semantic Gateway for Internet of Things Interoperability at the Application Layer
    Benkhaled, Sihem
    Hemam, Mounir
    APPLIED COMPUTER SYSTEMS, 2022, 27 (02) : 198 - 206
  • [32] Semantic Web and Internet of Things: Challenges, Applications and Perspectives
    Amara F.Z.
    Hemam M.
    Djezzar M.
    Maimor M.
    Journal of ICT Standardization, 2022, 10 (02): : 261 - 292
  • [33] A Service Mining Scheme Based on Semantic for Internet of Things
    LI Xinming
    SUN Yan
    ChineseJournalofElectronics, 2014, 23 (02) : 236 - 242
  • [34] Semantic-driven Configuration of Internet of Things Middleware
    Perera, Charith
    Zaslavsky, Arkady
    Compton, Michael
    Christen, Peter
    Georgakopoulos, Dimitrios
    2013 NINTH INTERNATIONAL CONFERENCE ON SEMANTICS, KNOWLEDGE AND GRIDS (SKG), 2013, : 66 - 73
  • [35] A semantic-based discovery service for the Internet of Things
    Gomes, Porfirio
    Cavalcante, Everton
    Batista, Thais
    Taconet, Chantal
    Conan, Denis
    Chabridon, Sophie
    Delicato, Flavia C.
    Pires, Paulo F.
    JOURNAL OF INTERNET SERVICES AND APPLICATIONS, 2019, 10 (01)
  • [36] A Lite Distributed Semantic Communication System for Internet of Things
    Xie, Huiqiang
    Qin, Zhijin
    IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2021, 39 (01) : 142 - 153
  • [37] Semantic information processing for interoperability in the Industrial Internet of Things
    Yao, Shengshi
    Lu, Yanpeng
    Niu, Kai
    Dai, Jincheng
    Dong, Chao
    Zhang, Ping
    FUNDAMENTAL RESEARCH, 2024, 4 (01): : 8 - 12
  • [38] Semantic Web Languages for Policy Enforcement in the Internet of Things
    Dautov, Rustem
    Distefano, Salvatore
    HUMAN CENTERED COMPUTING, HCC 2017, 2018, 10745 : 183 - 188
  • [39] Semantic Web and Internet of Things Supporting Enhanced Learning
    Adorni, Giovanni
    Coccoli, Mauro
    Torre, Ilaria
    JOURNAL OF E-LEARNING AND KNOWLEDGE SOCIETY, 2012, 8 (02): : 23 - 32
  • [40] Multiresolution Refinement Network for Semantic Segmentation in Internet of Things
    Wang, Dakai
    Jiang, Xiangyang
    Li, Shilong
    Ma, Jianxin
    Zhang, Miaohui
    IEEE INTERNET OF THINGS JOURNAL, 2024, 11 (17): : 28680 - 28691