Spectrum Recommendation in Cognitive Internet of Things: A Knowledge-Graph-Based Framework

As an intelligent approach for efficient spectrum utilization in Cognitive Internet of Things (CIoT), spectrum recommendation is interesting but largely unexplored, especially in the few-shot scenario of inference on unknown ratings. For the incompetence of data-driven approaches, we consider playin...

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Veröffentlicht in:	IEEE transactions on cognitive communications and networking 2024-02, Vol.10 (1), p.21-34
Hauptverfasser:	Sun, Jiachen, Chen, Jin, Ding, Guoru, Lin, Fandi, Song, Yehui
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Artificial neural networks few-shot inference graph convolutional network Inference Inference algorithms Internet of Things Knowledge Knowledge engineering knowledge graph Knowledge graphs Knowledge management Knowledge representation Knowledge transfer Recommender systems Sparse matrices Spectrum recommendation Synthetic data
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