Image wall module - linking problem

I have a small but crucial problem with the Module Image wall.

The module is published on my frontpage, and when I click on it, it directs to this link (notice the COMPONENT part)
http://my.website/en/component/easyblog/entry/entry-title?Itemid=102
and I'm at my frontpage again.
So I click for the second time on the same image, but now the link has changed and it directs me to this (notice the COMPONENT part is gone and it shows more or less what I want):
http://my.website/en/easyblog/entry/entry-title

So basically, what do I need to change in the php code so that it works correctly after clicking for the first time? I don't know php at all, but I assume this is were you do the magic.

I hope you can help me with this issue...