Abstract—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.
Index Terms—Clustering, device social relation, device
collaboration, autonomous.
The authors are with the Electronics and Telecommunications Research
Institute, Daejeon, Korea (e-mail: dongoh@etri.re.kr, janghochoi@etri.re.kr,
jyjung21@etri.re.kr, csbae @etri.re.kr).
Cite: Dong-Oh Kang, Jang-Ho Choi, Joon-Young Jung, and Changseok Bae, "Clustering Approach of Device Interactions for Automatic Generation of Device Social Relation," International Journal of Machine Learning and Computing vol. 5, no. 2, pp. 132-136, 2015.