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[43] A modular graph transformation rule set for IFC‐to‐CityGML conversion

EBSCO – Screened Geospatial BIM-GIS Integration 2021

Paper Description extracted from PDF · abstract · 130 words

Conversion of Industry Foundation Classes (IFC) building models into CityGML city models is one of the operational scenarios for BIM–GIS integration, with a variety of applica tions producing and consuming data on either side. Given the in-depth cross-domain knowledge required to specify such conversions, the heterogeneity of the IFC input data and the use cases for the resulting CityGML, flexible and configurable solutions are needed that make conversion details accessible to domain specialists. Graph transforma tion as a conversion method fulfils these requirements. We propose to extend the modularity given by single transfor mation rules at a more coarse-grained level and identify four layers with modules of associated rules. We describe a self-contained set of rules across these modules and dem onstrate its application to a range of building models.

AuthorsTauscher, Helga and Lim, Joie and Stouffs, Rudi
Year2021
VenueTransactions in GIS
DOI10.1111/tgis.12723
Source DatabaseEBSCO (Academic Search Ultimate)
Bridge-to-GNNCategory B
GNN ArchitectureNot yet extracted from PDF
Graph EncodingBIM Element Topology Graph (inferred from title)
AEC TaskNot yet extracted from PDF
CohortEarly Infrastructure (2020–2021)

Extracted Methodology heuristic — verify before citing

Implementation FrameworkRevit / Dynamo, Neo4j (heuristic — verify)
Primary MetricRecall (heuristic — verify)
Key Findingto extend the modularity given by single transfor mation rules at a more coarse-grained level and identify four layers with modules of associated rules (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 / librariesRevit / Dynamo · IFC OpenShell / IfcOpenShell · Neo4j / Cypher
Benchmark datasets referencedCityGML
Quality (heuristic, 6-flag)2/6 · rigor: Low
Code/Data: ✓Benchmark: ✓Baseline: —CV/Split: —Ablation: —Reproducible: —

Lineage Families

bim-gis-integration bim-classification (auto-suggested)

Enabled By / Precursors

[32] [61]

Extended By

None in corpus

Infrastructure Dependencies

IFC BIM Revit / Dynamo (detected from PDF) Neo4j / Cypher (detected from PDF)

Research Frontier Tags

bim-graph

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