I have seen on a Dutch forum site that a guy had to install Hplip 3.11.10 to find the driver but that doesn't make sense. Why would a driver only be available in an earlier version of Hplip?!!
Here's the Dutch site if anyone is interested -- second to last post has his solution. (my Dutch is not so great but I understood most of it)