scispace - formally typeset
Open AccessJournal Article

Natural-Language Spatial Relations Between Linear and Areal Objects: The Topology and Metric of English- Language Terms *

Reads0
Chats0
TLDR
A model for the geometry of spatial relations was calibrated for a set of 59 English-language spatial predicates to provide a basis for high-level spatial query languages that exploit natural-language terms and serves as a model for processing such queries.
Abstract
relations are the basis for many selections users perform when they query geographic information systems (GISs). Although such query languages use natural-language-like terms, the formal definitions of those spatial relations rarely reflect the same meaning people would apply when they communicate among each other. To bridge the gap between computational models for spatial relations and people's use of spatial terms in their natural languages, a model for the geometry of spatial relations was calibrated for a set of 59 English-language spatial predicates. The model distinguishes topological and metric properties. The calibration from sketches that were drawn by 34 human subjects identifies ten groups of spatial terms with similar properties and provides a mapping from spatial terms onto significant geometric parameters and their values. The calibration's results reemphasize the importance of topological over metric properties in the selection of English-language spatial terms. The model provides a basis for high-level spatial query languages that exploit natural-language terms and serves as a model for processing such queries.

read more

Citations
More filters
Journal ArticleDOI

Cognitive models of geographical space

TL;DR: This paper reviews research in geographical cognition that provides part of the theoretical foundation of geographical information science and three high-priority research areas that are the topics for research initiatives within the NCGIA's Project Varenius.
Journal ArticleDOI

A linguistic ontology of space for natural language processing

TL;DR: The semantics of natural language expressions concerning space in this way offers a substantial simplification of the general problem of relating natural spatial language to its contextualized interpretation.
Journal ArticleDOI

Formalization Matters: Critical GIS and Ontology Research

TL;DR: A review of early critical GIScience is reviewed, the degree of its acceptance in the light of a content analysis of GIS journals is examined, and the issue of multiple representation of the same reality is illustrated under the rubric of ontologies.
Journal ArticleDOI

Mining Association Rules in Spatio- Temporal Data: An Analysis of Urban Socioeconomic and Land Cover Change

TL;DR: This research demonstrates the application of association rule mining to spatio‐temporal data and uses it to explore the spatial and temporal relationships among a set of variables that characterize socioeconomic and land cover change in the Denver, Colorado, USA region from 1970–1990.
References
More filters

Some methods for classification and analysis of multivariate observations

TL;DR: The k-means algorithm as mentioned in this paper partitions an N-dimensional population into k sets on the basis of a sample, which is a generalization of the ordinary sample mean, and it is shown to give partitions which are reasonably efficient in the sense of within-class variance.
Proceedings Article

A Spatial Logic based on Regions and Connection.

TL;DR: An interval logic for reasoning about space is described, which supports a simpler ontology, has fewer functions and relations, yet does not su er in terms of its useful expressiveness.
Journal ArticleDOI

Point-set topological spatial relations

TL;DR: A novel theory of topological spatial relations between sets is developed in which the relations are defined in terms of the intersections of the boundaries and interiors of two sets, and it is shown that these relations correspond to some of the standard set theoretical andTopological spatial Relations between sets such as equality, disjointness and containment in the interior.
Book ChapterDOI

How Language Structures Space

TL;DR: This chapter is concerned with the structure that is ascribed to space and the objects within it by linguistic “fine structure,” that subdivision of language which provides a fundamental conceptual framework.

Categorizing Binary Topological Relations Between Regions, Lines, and Points in Geographic Databases

TL;DR: This research was partially funded by NSF grant No.