Did you install ownCloud from the repo’s? Did you add something in your apache-config with
<Directory /var/www/owncloud>
AllowOverride All
... and more stuff ...
</Directory>
?
You could also change it in your php.ini, I think RealRancor already pointed you to the topic which lists most of the possibilities: