After you download the zip file, extract it and install the RPM, browse to the Disk1 directory under the folder where you extracted everything into.
Now run as root
/etc/init.d/oracle-xe configure
to configure and start the database.
The installation process creates a /u01 folder, inside it, under app/oracle/product/VERSION_NUMBER/xe/bin you'll find the oracle_env.sh script which sets some environment variables used by Oracle for you.
To have it permanently set those variables for your user, add this line to your .bash_profile (found under your user home):
. /u01/app/oracle/product/VERSION_NUMBER/xe/bin/oracle_env.sh
After this, you should be able to run SQLPlus (you may have to log out and log in again or just open a new terminal window).
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