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Conference Paper
Device to Device Knowledge Transfer through Structured Data
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- Authors
- Donghun Lee, Ingook Jang, Soonyong Song, Jinchul Choi, Youngsung Son
- Issue Date
- 2017-10
- Citation
- International Conference on Information and Communication Technology Convergence (ICTC) 2017, pp.868-870
- Language
- English
- Type
- Conference Paper
- Project Code
- 17ZH2100, Development of Semantic Memory Core Technology for Autonomous IoT Connection and Collaboration based on Complex Computational Model, Son Young Sung
- Abstract
- Abundance of connected devices generate numerous data. Increased computing power of each device would enable themselves to train and generate device knowledge from collected data. In this paper, we propose a novel approach to transfer device knowledge between interoperable devices through structured data. This approach helps devices to use device knowledge from other device as input data. Reusing device knowledge interchangeably could reduce redundant data acquisition, training costs, resources, time, network and effort. Extended research on this topic would make internet connected device actually smart.
- KSP Keywords
- Computing power, Data Acquisition(DAQ), Device to Device(D2D), Knowledge transfer, Novel approach, Redundant Data, connected devices, input data, structured data, transfer device