Disclaimer: This may or may not work on your computer.
With a simple edit, I was able to use the touch screen the same way as on my mobile phone.
First edit the following file (as root) with your favorite text editor, for instance:
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# nano /etc/security/pam_env.conf
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MOZ_USE_XINPUT2 DEFAULT=1
Reboot.