Palace have suffered six straight Premier League defeats and were on the wrong end of a 5-4 scoreline at Swansea City last weekend, a result from which Pardew wants to bounce back on home soil.
"The fans travelled to Burnley, Swansea - games we should have won - we need to pay them back," the Eagles manager told cpfc.co.uk. "That away support at Swansea was amazing.
"Our fans have suffered. I want us to get a result and people to leave this stadium much happier."