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This paper proposes a new approach to construct an efficient and dynamic updated ontology model. In order to capture the implicit context information and to implement the personalized scalability demands of context model for different users, this paper proposes a new approach to construct a context-awareness based dynamic personalized hierarchical ontology model which divides the ontology into 2 layers: the first layer (general context-aware ontology) is used to capture the most essentialdoi:10.1016/j.procs.2016.08.058 fatcat:ve6ofijywjclzjtkkn6jjlkqhu