Wyszukiwarka
Abstrakt
ABSTRACT The Internet of Things (IoT) has gained significant attention from industry as well as academia during the past decade. Smartness, however, remains a substantial challenge for IoT applications. Recent advances in networked sensor technologies, computing, and machine learning have made it possible for building new smart IoT applications. In this paper, we propose a novel approach: the Neural Knowledge DNA based Smart Internet of Things that enables IoT to extract knowledge from past experiences, as well as to store, evolve, share, and reuse such knowledge aiming for smart functions. By catching decision events, this approach helps IoT gather its own daily operation experiences, and it uses such experiences for knowledge discovery with the support of machine learning technologies. An initial case study is presented at the end of this paper to demonstrate how this approach can help IoT applications become smart: the proposed approach is applied to fitness wristbands to enable human action recognition.
Cytowania
-
0
CrossRef
-
0
Web of Science
-
0
Scopus
Autorzy (7)
-
Haoxi Zhang
- CUIT, China Cyber security
-
Fei Li
- CUIT, China Cyber security
-
Juan Wang
- CUIT, China Cyber security
-
Zuli Wang
- CUIT, China Cyber security
-
Lei Shi
- CUIT, China Cyber security
-
Cesar Sanin
- Ubniversity of Newcastle, Australia School of Engineering
-
Edward Szczerbicki prof. dr hab. inż.
Cytuj jako
Pełna treść
- Wersja publikacji
- Accepted albo Published Version
- Licencja
- Copyright (2020 Taylor & Francis Group, LLC)
Słowa kluczowe
Informacje szczegółowe
- Kategoria:
- Publikacja w czasopiśmie
- Typ:
- artykuły w czasopismach
- Opublikowano w:
-
CYBERNETICS AND SYSTEMS
nr 51,
strony 258 - 264,
ISSN: 0196-9722 - Język:
- angielski
- Rok wydania:
- 2020
- Opis bibliograficzny:
- Zhang H., Li F., Wang J., Wang Z., Shi L., Sanin C., Szczerbicki E.: The Neural Knowledge DNA Based Smart Internet of Things// CYBERNETICS AND SYSTEMS -Vol. 51,iss. 2 (2020), s.258-264
- DOI:
- Cyfrowy identyfikator dokumentu elektronicznego (otwiera się w nowej karcie) 10.1080/01969722.2019.1705545
- Weryfikacja:
- Politechnika Gdańska
wyświetlono 142 razy
Publikacje, które mogą cię zainteresować
Experience-Oriented Knowledge Management for Internet of Things
- H. Zhang,
- C. Sanin,
- E. Szczerbicki
Toward Intelligent Recommendations Using the Neural Knowledge DNA
- G. Ning,
- C. Wu,
- H. Zhang
- + 1 autorów
Toward Intelligent Vehicle Intrusion Detection Using the Neural Knowledge DNA
- F. Li,
- H. Zhang,
- J. Wang
- + 2 autorów