Hello Marcel,
And thanks for your response. You are probably refering to FAQ number E03
I forgot to mention in my previous post that I followed the instructions carefully, I did create the Facebook application but the problem was caused by the fact that the URL went missing in the Facebook App settings.
I added the URL, saved the settings and was able to authorize the plugin.
Regards, Alexandre