Abstract: In order to further improve user similarity calculation based on social network service, this paper proposes a new effective method to calculate the user similarity using the semantics of the location. The method can obtain the users intentions and interests accurately, and calculates the user similarity according to different level position category. Experimental results verify that this method is superior to the traditional user similarity method.

Key words: user similarity, social networking, services based on location