Before revision:  We propose an approach for creating an embedding of objects in an affordance space , in which each dimension corresponds to an aspect of meaning shared by many actions, using text corpora.
After revision:  We propose an approach for creating an embedding of objects in an affordance space , in which each dimension corresponds to a broad mode of interaction, based on verb selectional preferences in text corpora.