LinkedIn is one giant spam machine.
I'm not on LinkedIn. After getting some "friend" requests (or whatever they call them) from people I didn't know, I blacklisted everything from this outfit in my spam blocker. I have also blacklisted everything from Facebook for exactly the same reason.