Semantic Descriptor for Intelligence Services

The exposition and discovery of intelligence especially for connected devices and autonomous systems have become an important area of the research towards an all-intelligent world. In this article, it a semantic description of functions is proposed and used to provide intelligence services mainly fo...

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Bibliographic Details
Published in2020 International Conferences on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData) and IEEE Congress on Cybermatics (Cybermatics) pp. 45 - 53
Main Authors Ramos, Edgar, Schneider, Timon, Montpetit, Marie-J., De Meester, Ben
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.11.2020
Subjects
Artificial intelligence
Biological system modeling
Couplings
data model
Data models
Hardware
Intelligence services
Interoperability
IoT
Semantics
taxonomy
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Summary:The exposition and discovery of intelligence especially for connected devices and autonomous systems have become an important area of the research towards an all-intelligent world. In this article, it a semantic description of functions is proposed and used to provide intelligence services mainly for networked devices. The semantic descriptors aim to provide interoperability between multiple domains' vocabularies, data models, and ontologies, so that device applications become able to deploy them autonomously once they are onboarded in the device or system platform. The proposed framework supports the discovery, onboarding, and updating of the services by providing descriptions of their execution environment, software dependencies, policies and data inputs required, as well as the outputs produced, to enable application decoupling from the AI functions.
DOI:10.1109/iThings-GreenCom-CPSCom-SmartData-Cybermatics50389.2020.00027