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The Neural Knowledge DNA Based Smart Internet of Things

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.

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Accepted albo Published Version
Licencja
Copyright (2020 Taylor & Francis Group, LLC)

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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 144 razy

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