What you need to do is to to use sys.sql_dependencies instead of SYSDEPENDS.
Just replace the field in the join and you'll be able to retrieve the info the article refers to. Also, it is better to use xtype instead of type field, type is there for backward compatibility only.
-------------------
SELECT obj.NAME FROM SYSOBJECTS obj
WHERE obj.ID IN
(SELECT DISTINCT DEP.referenced_major_id FROM sys.sql_dependencies DEP
INNER JOIN SYSOBJECTS OBJ
ON OBJ.ID=DEP.referenced_major_id
WHERE obj.NAME = 'Department')
AND obj.XTYPE = 'U'