There have been a few movies dedicated to the World Series scandal (most notably "Eight Men Out").

Arnold Rothstein was generally acknowledged to be the brains behind the scandal. Here's a link to a short bio on Rothstein: ARNOLD ROTHSTEIN and the WORLD SERIES