Following up this question, I've managed to locate any file on my computer (and not only those which had been recently opened) by inputting the following command on the terminal
sudo updatedb -U $HOME
However, I have noticed that I have to run this command every time I log in. Does anyone know a way to permanently disable Zeitgeist such that I don't need to run the command every time I want to find my files?