Knowledge discovery for enabling smart Internet of Things: A survey

被引:5
|
作者
Misra, Sudip [1 ]
Mukherjee, Anandarup [1 ]
Roy, Arijit [2 ]
机构
[1] Indian Inst Technol Kharagpur, Dept Comp Sci & Engn, Kharagpur 721302, W Bengal, India
[2] Indian Inst Technol Kharagpur, Adv Technol Dev Ctr, Kharagpur, W Bengal, India
关键词
deep learning; IoT; knowledge discovery; machine learning; mobile agents; sensor networks; SENSOR DATA; DATA ANALYTICS; IOT; SERVICE; CHALLENGES; FRAMEWORK; SECURITY; MOBILE; MODEL; INTELLIGENCE;
D O I
10.1002/widm.1276
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The use of knowledge discovery on the Internet of Things (IoT) and its allied domains is undeniably one of the most indispensable ones, which results in optimized placement architectures, efficient routing protocols, device energy savings, and enhanced security measures for the implementation. The absence of knowledge discovery in IoT results in just an implementation of large-scale sensor networks, which generates a huge amount of data, and which needs, an often under-optimized, processing for actionable outputs. In this survey, we explore various domains of IoT for which knowledge discovery is inseparable from the application, and show how it benefits the overall implementation of the IoT architecture. This article is categorized under: Fundamental Concepts of Data and Knowledge > Knowledge Representation Technologies > Machine Learning Application Areas > Internet and Web-Based Applications Algorithmic Development > Spatial and Temporal Data Mining
引用
收藏
页数:19
相关论文
共 50 条
  • [21] Smart Waste Management using Internet of Things: A Survey
    Pallavi, K. N.
    Kumar, Ravi, V
    Chaithra, B. M.
    2017 INTERNATIONAL CONFERENCE ON I-SMAC (IOT IN SOCIAL, MOBILE, ANALYTICS AND CLOUD) (I-SMAC), 2017, : 60 - 64
  • [22] Enabling smart environments through scalable policy reasoning and Internet of Things
    Goeynueguer, Emre
    Sensoy, Murat
    de Mel, Geeth
    WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY, 2019, 9 (02)
  • [23] Special Issue on Enabling a Smart City: Internet of Things Meets AI
    Tian, Xiaohua
    Cheng, Yu
    Shila, Devu Manikantan
    Wolisz, Adam
    IEEE INTERNET OF THINGS JOURNAL, 2019, 6 (05): : 7469 - 7472
  • [24] Advanced survey of Blockchain for the Internet of Things Smart Home
    AbuNaser, Maha
    Alkhatib, Ahmad A. A.
    2019 IEEE JORDAN INTERNATIONAL JOINT CONFERENCE ON ELECTRICAL ENGINEERING AND INFORMATION TECHNOLOGY (JEEIT), 2019, : 58 - 62
  • [25] Internet of Things for enabling smart environments: A technology-centric perspective
    Gomez, Caries
    Chessa, Stefano
    Fleury, Anthony
    Roussos, George
    Preuveneers, Davy
    JOURNAL OF AMBIENT INTELLIGENCE AND SMART ENVIRONMENTS, 2019, 11 (01) : 23 - 43
  • [26] Survey: Toward A Smart Campus Using the Internet of Things
    Alghamdi, Abdullah
    Shetty, Sachin
    2016 IEEE 4TH INTERNATIONAL CONFERENCE ON FUTURE INTERNET OF THINGS AND CLOUD (FICLOUD 2016), 2016, : 237 - 241
  • [27] Applications of Internet of Things for smart farming-A survey
    Balasubramaniyan, M.
    Navaneethan, C.
    MATERIALS TODAY-PROCEEDINGS, 2021, 47 : 18 - 24
  • [28] Towards Smart Education through Internet of Things: A Survey
    Badshah, Afzal
    Ghani, Anwar
    Daud, Ali
    Jalal, Ateeqa
    Bilal, Muhammad
    Crowcroft, Jon
    ACM COMPUTING SURVEYS, 2024, 56 (02)
  • [29] INTERNET OF THINGS: A SURVEY ON PRIVACY AND SECURITYFOR SMART HOMES
    Devi, G.
    Rohini, R.
    Suganya, P.
    IIOAB JOURNAL, 2016, 7 (09) : 667 - 674
  • [30] Infrastructure and Applications of Internet of Things in Smart Grids: A Survey
    Bikmetov, Ravil
    Raja, M. Yasin Akhtar
    Sane, Tanmay U.
    2017 NORTH AMERICAN POWER SYMPOSIUM (NAPS), 2017,