3 accounts but one farm on Facebook

Hello, we are 3 to play farmvilleV2 on the same computer with 3 different account but each time we switch from one account to another, the farm still remains the same, the Facebook and zinga ID beneath the game are the same, seems like Facebook don't switch the farm, any idea on how to solve this ?