We need to install the MS TrueType fonts, and this is how1):
# wget --referer=http://www.mjmwired.net/resources/mjm-fedora-fc6.html \
http://www.mjmwired.net/resources/files/msttcorefonts-2.0-1.noarch.rpm
# rpm -ihv msttcorefonts-2.0-1.noarch.rpm
# /sbin/service xfs restart