title: The effect of occlusion on the semantics of projective spatial terms: a case study in grounding language in perception.
abstract: Although data-driven spatial template models provide a practical and cognitively motivated mechanism for characterizing spatial term meaning, the influence of perceptual rather than solely geometric and functional properties has yet to be systematically investigated. In the light of this, in this paper, we investigate the effects of the perceptual phenomenon of object occlusion on the semantics of projective terms. We did this by conducting a study to test whether object occlusion had a noticeable effect on the acceptance values assigned to projective terms with respect to a 2.5-dimensional visual stimulus. Based on the data collected, a regression model was constructed and presented. Subsequent analysis showed that the regression model that included the occlusion factor outperformed an adaptation of Regier & Carlson's well-regarded AVS model for that same spatial configuration.
authors.affiliation: Applied Intelligence Research Centre, Dublin Institute of Technology, Dublin, Ireland. john.d.kelleher@dit.ie
authors.forename: John D
authors.initials: JD
authors.lastname: Kelleher
authors.forename: Robert J
authors.initials: RJ
authors.lastname: Ross
authors.forename: Colm
authors.initials: C
authors.lastname: Sloan
authors.forename: Brian
authors.initials: B
authors.lastname: Mac Namee
mesh_terms: D000328:Adult; D003071:Cognition; D003198:Computer Simulation; D005260:Female; D006801:Humans; D020407:Internet; D007802:Language; D008297:Male; D008962:Models, Theoretical; D009949:Orientation; D010775:Photic Stimulation; D013028:Space Perception