How to read input from silicone calculator keyboard?

I don't know how I can realize this because I don't know how to connect the keyboard with my arduino.

Why not just buy a keyboard that uses standard connections? For that board, you'll need a connector that matches the one used by that board, connected to a PCB that breaks out the connections so that they can be connected to the Arduino. Probably more trouble than it is worth.