Abstract: Social network information of a player of a computer-implemented game is accessed to identify active players from the social network information. The active players each have a minimum number of reciprocated communications with the player within a time range. A recommendation of players is generated to the player based on the identified active players.

Abstract: Social network information of a player of a computer-implemented game is accessed to identify non-active players from the social network information. The non-active players each have a minimum number of unreciprocated communications with the player within a time duration. A recommendation of the recommended players is generated to the player based on the non-active players.

Abstract: Social network information of a player of a computer-implemented game is accessed to analyze a social interaction of the player with other players from the social network information to recommend other players of the social network of the player to further communicate with. A recommendation of other players is generated to the player based on a frequency of the social interaction. A selection of players from the recommendation is received from the player. A communication message is generated to the selected players.