This "double possessive" is quite common so I would use the first in the Alison example.
For the second set, if you are going to the PERSON, use Bob. If you're going to his place (home, office, etc.), the use "Bob's." I can think of a few situations in which you might say "I'm going to Bob," but it doesn't sound particularly natural.