It's really just a easy way to keep track of material where each piece is compared to an approximate number of pawns.
The actual value of the pieces is also dependent on the position in question, so the numbers you put up are only considered an average.
Why are the pieces assigned these points: Q=9, R=5, B=3, N=3, and p=1?
I find this misleading, and I'd love to know who invented this system and why. I think maybe if I understood the why the system would be more useful to me.
The board itself appears to be a hexadecimal system, 8x8, with 16 units per player. The minimum number of pieces that can ever be on the board during a game is 2. It's a game with a binary outcome: one winner or no winners.
Even so, the points are all odd numbers.
Worse yet, the N simply doesn't seem to me to be worth quite as much as a Bishop, even though neither one alone can put a King in checkmate. Two Bishops, though, can, while two knights can't.