This study compares a service-based and environmental evaluation of an urban area with that of its perceived walkability. The Pampulha region in Belo Horizonte, Brazil was first put through a multi-criteria spatial evaluation with respect to a set of spatial data considered relevant for liveability and quality of life in cities, and was subsequently assessed in terms of perceived walkability (using a machine learning procedure of a training set provided by local auditors). The two types of analysis were compared and qualitatively aggregated to obtain a joint spatial score of the urban environment. The findings provide useful insights for planning and urban policy.

Multi-criteria Evaluation vs Perceived Urban Quality: An Exploratory Comparison / Blecic, I.; Santos, A. G.; Moura, A. C.; Trunfio, G. A.. - 11621:(2019), pp. 612-627. [10.1007/978-3-030-24302-9_44]

Multi-criteria Evaluation vs Perceived Urban Quality: An Exploratory Comparison

Trunfio G. A.
2019-01-01

Abstract

This study compares a service-based and environmental evaluation of an urban area with that of its perceived walkability. The Pampulha region in Belo Horizonte, Brazil was first put through a multi-criteria spatial evaluation with respect to a set of spatial data considered relevant for liveability and quality of life in cities, and was subsequently assessed in terms of perceived walkability (using a machine learning procedure of a training set provided by local auditors). The two types of analysis were compared and qualitatively aggregated to obtain a joint spatial score of the urban environment. The findings provide useful insights for planning and urban policy.
2019
Inglese
Sanjay Misra et al.
11621
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
612
627
16
978-3-030-24301-2
978-3-030-24302-9
Springer Verlag
Machine learning; Spatial multi-criteria analysis; Urban quality; Walkability assessment
info:eu-repo/semantics/bookPart
Blecic, I.; Santos, A. G.; Moura, A. C.; Trunfio, G. A.
2 Contributo in Volume::2.1 Contributo in volume (Capitolo o Saggio)
4
268
Multi-criteria Evaluation vs Perceived Urban Quality: An Exploratory Comparison / Blecic, I.; Santos, A. G.; Moura, A. C.; Trunfio, G. A.. - 11621:(2019), pp. 612-627. [10.1007/978-3-030-24302-9_44]
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11388/238507
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