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[87] Applied Spatial Accessibility Analysis for Urban Design - An integrated graph-gravity model implemented in Grasshopper

Seed Paper Seed Paper (General / Unclassified) 2019

Paper Description extracted from PDF · intro excerpt · 148 words

3ondrej-vesely@seznam.cz 4Reinhard. Koenig@ait.ac.at This paper introduces a prototype for a user-friendly, responsive toolbox for spatial accessibility analysis in data-poor environments to support urban design processes. It allows for real-time computation of several evaluation indicators, mostly focused on accessibility related measures. The proposed framework is exemplified with three real-world case studies. Each of them demonstrates one part of the workflow; data gathering and preparation, sketching and developing scenarios, and impact analysis and scenario comparison. Keywords: accessibility, urban design, evidence-based design, graph model, gravity model INTRODUCTION Under the assumption that cities are large complex systems, the question arises of how much planning and regulations are desirable. On the extremes, there are two distinct approaches to the urban planning process; 1) readily designing cities and quarters down to the shape of the roof or 2) supporting the selforganization process and consciously plan with it while protecting public interests and the commons.

AuthorsSerjoscha Düring and Andrej Sluka and Ondrej Vesely and Reinhard König
Year2019
VenueProceedings of the 37th International Conference on Education and Research in Computer Aided Architectural Design in Europe (eCAADe) \& 23rd Conference of the Iberoamerican Society Digital Graphics [Volume 3]
DOI10.52842/CONF.ECAADE.2019.3.333
Source DatabaseSeed (CumInCAD)
Bridge-to-GNNCategory Seed
GNN ArchitectureNot yet extracted from PDF
Graph EncodingNot yet extracted from PDF
AEC TaskNot yet extracted from PDF
CohortEarly Infrastructure (2020–2021)

Extracted Methodology heuristic — verify before citing

Implementation FrameworkGrasshopper / Rhino (heuristic — verify)
Primary MetricAccuracy (heuristic — verify)
Key Findingprototype for a user-friendly, responsive toolbox for spatial accessibility analysis in data-poor environments to support urban design processes (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 / librariesGrasshopper / Rhino
Quality (heuristic, 6-flag)1/6 · rigor: Low
Code/Data: —Benchmark: —Baseline: ✓CV/Split: —Ablation: —Reproducible: —

Lineage Families

bim-gis-integration (auto-suggested)

Enabled By / Precursors

None tracked

Extended By

None in corpus

Infrastructure Dependencies

BIM (auto-suggested) Grasshopper / Rhino (detected from PDF)

Research Frontier Tags

graph-ml-aec

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