A Logic of East and West

Publication date

2023

Authors

Du, Heshan
Alechina, NatashaORCID 0000-0003-3306-9891ISNI 0000000124421545
Farjudian, Amin
Logan, BrianORCID 0000-0003-0648-7107ISNI 0000000124462996
Zhou, Can
Cohn, Anthony G.

Editors

Advisors

Supervisors

Document Type

Article
Open Access logo

License

taverne

Abstract

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.

Keywords

knowledge representation, qualitative reasoning, spatial reasoning, theorem proving, Taverne

Citation

Du, H, Alechina, N, Farjudian, A, Logan, B, Zhou, C & Cohn, A G 2023, 'A Logic of East and West', Journal of Artificial Intelligence Research, vol. 76, pp. 527-565. https://doi.org/10.1613/jair.1.14113