T. Regier et La. Carlson, Grounding spatial language in perception: An empirical and computational investigation, J EXP PSY G, 130(2), 2001, pp. 273-298
The present paper grounds the linguistic categorization of space in aspects
of visual perception; specifically, the structure of projective spatial te
rms such as above are grounded in the process of attention and in vector-su
m coding of overall direction. This is formalized in the attentional vector
-sum (AVS) model. This computational model accurately predicts linguistic a
cceptability judgments for spatial terms, under a variety of spatial config
urations. In 7 experiments, the predictions of the AVS model are tested aga
inst those of 3 competing models. The results support the AVS model and dis
confirm its competitors. The authors conclude that the structure of linguis
tic spatial categories can be partially explained in terms of independently
motivated perceptual processes.