A novel approach towards utilizing graph analyzing objects arrangement – case studies from Airbnb homes in New York and Boston

Yanhua Yao
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Abstract

The spatial arrangement of objects in residential environments is a crucial indicator of occupant behavior, shedding light on the complex dynamics of their interaction with the interior. This study introduces an object-based graph method for decoding urban home interiors, examining the co-presence of objects to uncover domestic behavioral patterns through indoor imagery analysis. By integrating centrality metrics with objects in graphs, we gain deeper insights into household behaviors, which provide empirical evidence for future interior design.
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利用图谱分析物体排列的新方法--纽约和波士顿 Airbnb 房屋案例研究
住宅环境中物体的空间布局是居住者行为的重要指标,它揭示了居住者与室内互动的复杂动态。本研究介绍了一种基于物体的图形方法,用于解码城市住宅室内环境,通过室内图像分析来研究物体的共存性,从而揭示家庭行为模式。通过将中心度量与图形中的物体相结合,我们对家庭行为有了更深入的了解,为未来的室内设计提供了实证依据。
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