I'm given two points, $A$ and $B$, and two lengths, $b$ and $c$. I need to find the locus of point $C$ such that $BC:AC=b:c$.
This link describes Apollonius circle of first type, but I can't seem to find anywhere how to construct the center of the Apollonius circle.


I didn't want any confusion, so I changed the symbols.
The set of all points $Z$ such that $$|PZ| : |QZ| = p : q$$ is called the Apollonius circle (please note that some other circles might also be called by this name).
The construction is rather simple:
A sketch of the construction is presented in the picture below. Also, observe that the $P'P''$ does not have to be perpendicular to $PQ$, the important property is $P'P'' \parallel QQ'$, however, in most cases, this is the simplest approach.
I hope it helps ;-)