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IFC-CityGML Data Integration for 3D Property Valuation [PDF]
ISPRS International Journal of Geo-Information, 2023 The accurate assessment of proper value in complex and increasingly high-rise urban environments is a significant challenge. Previous research has identified property value as a composite of indoor elements, such as volume and height, and 3D simulations ...
Siham El Yamani +2 more
doaj +3 more sources
A FRAMEWORK TO INTEGRATE BIM WITH ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING-BASED PROPERTY VALUATION METHODS [PDF]
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2022 Property valuation is of extreme importance since variations in the real estate market enormously influence people’s life. The main goal of Automated Valuation Models (AVMs) is to calculate the market value of a large number of properties with an ...
P. Jafary +5 more
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Toward 3D Property Valuation—A Review of Urban 3D Modelling Methods for Digital Twin Creation
ISPRS International Journal of Geo-Information, 2022 Increasing urbanisation has inevitably led to the continuous construction of buildings. Urban expansion and densification processes reshape cities and, in particular, the third dimension (3D), thus calling for a technical shift from 2D to 3D for property
Yue Ying +3 more
doaj +2 more sources
Remote Sensing, 2021 Remotely sensed data is increasingly applied across many domains, including fit-for-purpose land administration (FFPLA), where the focus is on fast, affordable, and accurate property information collection.
Mila Koeva +6 more
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A BIM and machine learning integration framework for automated property valuation
Journal of Building Engineering, 2021 Property valuation contributes significantly to market economic activities, while it has been continuously questioned on its low transparency, inaccuracy and inefficiency.
Tengxiang Su, Haijiang Li
exaly +2 more sources
Towards Extending CityGML for Property Valuation: Property Valuation ADE [PDF]
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information SciencesThis paper introduces Property Valuation Application Domain Extension (ADE) within CityGML 3.0, aiming to integrate relevant indoor and outdoor 3D variables (cost estimation, view quality, etc.) for accurate property valuation.
S. El Yamani +8 more
doaj +3 more sources