Arduino/PLC/RGB strips

That particular strip seems to have an embedded IC in it
drive IC: LPD8806
that receives commands and controls the LEDs.
You will need code to send messages to the chip.

Here's a good starting point:
http://www.ladyada.net/products/digitalrgbledstrip/index.html