From Dictionary.com:
A particular tendency, trend, inclination, feeling, or opinion, especially one that is preconceived or unreasoned:
illegal bias against older job applicants;
the magazine’s bias toward art rather than photography;
our strong bias in favor of the idea.
From Media Smarts:
A positive or negative attitude towards something, often based on preconceived viewpoints rather than evidence.