I don't really think there's one standard way of doing this. Usually it's just the name that is written, as in:
Jake
Blah blah Jake's chapter
Fiona
Bah blah Fiona's chapter
Technically you can write nothing, just your chapter's name and then write it so readers understand who's chapter it is.