Is that a rudder in the second photo, that goes in the middle of the board?
No , A rudder steers the boat. On the old viking longships they were near the stern but hung off the side.
On the starboard side, which is from steerboard side.

What you see in the pic is a lee board.
This is to prevent the boat from drifting or being blown side ways or to leeward.