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Facebook only synchronizes contacts, you can turn that on/off from Settings, Accounts, Facebook.
Notifications are not a sync process, it's controlled by the app itself in push style. Yoy can turn this off from Facebook app settings, or you can prevent background data usage by Facebook app from Settings, Data usage, Facebook, Restrict app background data.