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After a little bit of searching online, I found out that many people have had this problem after installing Adobe Air. I am not quite sure on why this is, so if anyone does, please do share with us!
To resolve this problem, re-installing the Add / Remove application will do the trick. To do this, run the following command into the terminal:
sudo apt-get --reinstall install gnome-app-install