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Recent increase of devices around us requires autonomous device interactions for convenient device collaboration. In this paper, we proposed a method to generate the device social relation without human intervention by clustering approach of device interactions. With the previously proposed device sociality framework, the proposed method can give autonomous device collaboration by using device sociality concept to minimize human intervention. To show the feasibility of the proposed method, we applied it to a group of smart devices in an office.

Clustering Approach of Device Interactions for Automatic Generation of Device Social Relation