Conceptual Neighborhood Graphs of Topological Relations in Z2

Topological relations form the backbone of qualitative spatial reasoning and, as such, play a paramount role in geographic information systems. Three decades of research have provided a proliferation of sets of qualitative topological relations in both continuous and discretized spaces, but only in continuous spaces has the concept of organizing these relations into a larger framework (called a conceptual neighborhood graph) been considered. Previous work leveraged matrix differences to derive the anisotropic scaling neighborhood for these relations. In this paper, a simulation protocol is used to derive conceptual neighborhood graphs of qualitative topological relations in Z2 for the operations of translation and isotropic scaling. It is further shown that, when aggregating raster relations into their continuous counterparts and collapsing neighborhood connections within these groups, the familiar conceptual neighborhood structures for continuous regions appear.

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Publication Details

Journal
ISPRS International Journal of Geo-Information
Published
2025-03-31
DOI
https://doi.org/10.3390/ijgi14040150
Citations
1
Primary Topic
Constraint Satisfaction and Optimization
Type
article
Field-Weighted Citation Impact
1.49

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article

Conceptual Neighborhood Graphs of Topological Relations in Z2

Matthew Paul Dube, B. Hall
1 citations
ISPRS International Journal of Geo-Information
Constraint Satisfaction and Optimization
1.49
article

Conceptual Neighborhood Graphs of Topological Relations in Z2

Matthew Paul Dube, B. Hall
article en
1 citations

Abstract

Topological relations form the backbone of qualitative spatial reasoning and, as such, play a paramount role in geographic information systems. Three decades of research have provided a proliferation of sets of qualitative topological relations in both continuous and discretized spaces, but only in continuous spaces has the concept of organizing these relations into a larger framework (called a conceptual neighborhood graph) been considered. Previous work leveraged matrix differences to derive the anisotropic scaling neighborhood for these relations. In this paper, a simulation protocol is used to derive conceptual neighborhood graphs of qualitative topological relations in Z2 for the operations of translation and isotropic scaling. It is further shown that, when aggregating raster relations into their continuous counterparts and collapsing neighborhood connections within these groups, the familiar conceptual neighborhood structures for continuous regions appear.

ISPRS International Journal of Geo-InformationVol. 14(4)
University of Maine (US), University of Maine at Augusta (US)
National Science Foundation
Openalex Percentile: Top 19%
Constraint Satisfaction and Optimization
1.49
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Conceptual Neighborhood Graphs of Topological Relations in Z2 — Matthew Paul Dube, B. Hall · ISPRS International Journal of Geo-Information (2025) | TGRS Research Map | TGRS