In terms of parasites vs hosts, it is an organism in which the parasite resides and normally feeds + reproduces.
A biologist whose interest lies primarily in the study of plants or animals can be called a naturalist, although these days it's more likely she'll be called a natural historian, a botanist, or a zoologist.