I don't think polar bears need to acquire the taste of humans. They are one of the few animals that look at humans as food right from the start...
No wonder you are not allowed to travel by foot on Svalbard without a rifle and some one who knows how to shoot.
The sign says, "valid for the whole of Svalbard"