Many people added me as a close friend and they receive updates about my activities on Facebook. I do not want to show them via notification what I post or what I like.
How to turn these notifications off?
You cannot stop them, it is their profile not yours.
Your only options are:
You can tell your friends how to turn off close friend notifications by doing the following:
Close Friends
in the left navigation of Facebook's home page
Notifications
Off