TY - JOUR
T1 - A Logic of East and West
AU - Du, Heshan
AU - Alechina, Natasha
AU - Farjudian, Amin
AU - Logan, Brian
AU - Zhou, Can
AU - Cohn, Anthony G.
N1 - Publisher Copyright:
© 2023 AI Access Foundation. All rights reserved.
PY - 2023
Y1 - 2023
N2 - We propose a logic of east and west (LEW) for points in 1D Euclidean space. It formalises primitive direction relations: east (E), west (W) and indeterminate east/west (Iew). It has a parameter τ ∈ N>1, which is referred to as the level of indeterminacy in directions. For every τ ∈ N>1, we provide a sound and complete axiomatisation of LEW, and prove that its satisfiability problem is NP-complete. In addition, we show that the finite axiomatisability of LEW depends on τ: if τ = 2 or τ = 3, then there exists a finite sound and complete axiomatisation; if τ > 3, then the logic is not finitely axiomatisable. LEW can be easily extended to higher-dimensional Euclidean spaces. Extending LEW to 2D Euclidean space makes it suitable for reasoning about not perfectly aligned representations of the same spatial objects in different datasets, for example, in crowd-sourced digital maps.
AB - We propose a logic of east and west (LEW) for points in 1D Euclidean space. It formalises primitive direction relations: east (E), west (W) and indeterminate east/west (Iew). It has a parameter τ ∈ N>1, which is referred to as the level of indeterminacy in directions. For every τ ∈ N>1, we provide a sound and complete axiomatisation of LEW, and prove that its satisfiability problem is NP-complete. In addition, we show that the finite axiomatisability of LEW depends on τ: if τ = 2 or τ = 3, then there exists a finite sound and complete axiomatisation; if τ > 3, then the logic is not finitely axiomatisable. LEW can be easily extended to higher-dimensional Euclidean spaces. Extending LEW to 2D Euclidean space makes it suitable for reasoning about not perfectly aligned representations of the same spatial objects in different datasets, for example, in crowd-sourced digital maps.
UR - http://www.scopus.com/inward/record.url?scp=85152230236&partnerID=8YFLogxK
U2 - 10.1613/JAIR.1.14113
DO - 10.1613/JAIR.1.14113
M3 - Article
AN - SCOPUS:85152230236
SN - 1076-9757
VL - 76
SP - 527
EP - 565
JO - Journal of Artificial Intelligence Research
JF - Journal of Artificial Intelligence Research
ER -