Yes, she's lonely, and sees you as a comfort. This is what it sounds like to me, from your post. Does she have other friends to drop in on? This can be inconvenient. Personally, I chose to ask friends and relatives to please call before coming over. It has worked out pretty well for us.
Hope it works out for you both.
Jade