I know this is late, but this command searches the /usr/ directory to find java for you
sudo find /usr/ -name *jdk
Results to
/usr/lib/jvm/java-6-openjdk
/usr/lib/jvm/java-1.6.0-openjdk
FYI, if you are on a Mac, currently JAVA_HOME is located at
/System/Library/Frameworks/JavaVM.framework/Home