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[32] ROADMAP FOR INTEROPERABLE 3D DATA MODELS IN OGC APIS AND OTHER DATA EXCHANGE APPROACHES

EBSCO – Screened Geospatial BIM-GIS Integration 2022

Paper Description extracted from PDF · abstract · 146 words

Many data exchange standards for 3D spatial data applications exist, ranging from the general Geography Markup Language (GML) underpinning CityGML to specific models for business application domains, such as BuildingSMART Industry Foundation Classes (BIM/IFC). There are a number of different approaches to modelling 3D objects, and in general the geometry aspects of these can be readily understood in the context of the visualisation needs of different applications. The topology, or relationships between elements of these objects, on the other hand is either not directly supported by such geometry models or implemented in different ways by different standards. We discuss limitations of existing standards for describing topological relationships in particular. In some cases topology information is embedded in geometry objects using identifiers for vertices, edges and faces, but in general there is scope to develop a standardised model for describing alternatives for topology and 3D geometry representations.

AuthorsAtkinson, R. A. and Hunter, A. and Car, N. J. and Purss, M. B. J. and Cochrane, B.
Year2022
VenueInternational Archives of the Photogrammetry, Remote Sensing & Spatial Information Sciences
DOI10.5194/isprs-archives-xlviii-4-w4-2022-13-2022
Source DatabaseEBSCO (Applied Science & Technology)
Bridge-to-GNNCategory Borderline
GNN ArchitectureNot yet extracted from PDF
Graph EncodingNot yet extracted from PDF
AEC TaskNot yet extracted from PDF
CohortPeak Adoption (2022)

Extracted Methodology heuristic — verify before citing

Implementation FrameworkOWL / SPARQL (heuristic — verify)
Key Findingthe argument that a profile of this comprehensive model be defined for the limited set of such representation options required for Smart Cities and other similar applications (heuristic — verify)
Quality Assessment2/6 · rigor: Low ·
Code/Data: ✓Baseline: ✓ (heuristic — verify)

Detected Technical Stack auto-detected from PDF · regex catalogue match

GNN architectures detectedKnowledge Graph Embedding (TransE/RotatE/DistMult)
Frameworks / librariesAutoCAD · RDF / OWL / SPARQL
Benchmark datasets referencedCityGML
Code repositories found in texthttps://github.com/topojson/topojson · https://github.com/opengeospatial/ogc-geosparql/
Quality (heuristic, 6-flag)2/6 · rigor: Low
Code/Data: ✓Benchmark: ✓Baseline: —CV/Split: —Ablation: —Reproducible: —

Lineage Families

bim-gis-integration

Enabled By / Precursors

None tracked

Extended By

[43]

Infrastructure Dependencies

BIM AutoCAD (detected from PDF) RDF / OWL / SPARQL (detected from PDF)

Research Frontier Tags

graph-ml-aec

Part of the GML/GNN in AEC Systematic Review (PRISMA 2020) — 112 papers, 2020–2026