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Scenic routing navigation using property valuation

Extensive prior work has provided methods for the optimization of routing based on weights assigned to travel duration, and/or travel cost, and/or the distance traveled. Routing can be in various modalities, such as by car, on foot, by bicycle, via public transit, or by boat. A typical method of rou...

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Detalles Bibliográficos
Autores principales: Rishe, Naphtali, Amini, M. Hadi, Adjouadi, Malek
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10159964/
https://www.ncbi.nlm.nih.gov/pubmed/37159649
http://dx.doi.org/10.1186/s40537-023-00736-1
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author Rishe, Naphtali
Amini, M. Hadi
Adjouadi, Malek
author_facet Rishe, Naphtali
Amini, M. Hadi
Adjouadi, Malek
author_sort Rishe, Naphtali
collection PubMed
description Extensive prior work has provided methods for the optimization of routing based on weights assigned to travel duration, and/or travel cost, and/or the distance traveled. Routing can be in various modalities, such as by car, on foot, by bicycle, via public transit, or by boat. A typical method of routing involves building a graph comprised of street segments, assigning a normalized weighted value to each segment, and then applying the weighted-shorted path algorithm to the graph in order to find the best route. Some users desire that the routing suggestion include consideration pertaining to the scenic-architectural quality of the path. For example, a user may seek a leisure walk via what they might deem as visually attractive architecture. Here, we are proposing a method to quantify such user preferences and scenic quality and to augment the standard routing methods by giving weight to the scenic quality. That is, instead of suggesting merely the time and cost-optimal route, we will find the best route that is tailored towards the user’s scenic quality preferences as an additional criterion to the time and cost. The proposed method uniquely weighs the scenic interest or residential street segments based on the property valuation data.
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spelling pubmed-101599642023-05-06 Scenic routing navigation using property valuation Rishe, Naphtali Amini, M. Hadi Adjouadi, Malek J Big Data Methodology Extensive prior work has provided methods for the optimization of routing based on weights assigned to travel duration, and/or travel cost, and/or the distance traveled. Routing can be in various modalities, such as by car, on foot, by bicycle, via public transit, or by boat. A typical method of routing involves building a graph comprised of street segments, assigning a normalized weighted value to each segment, and then applying the weighted-shorted path algorithm to the graph in order to find the best route. Some users desire that the routing suggestion include consideration pertaining to the scenic-architectural quality of the path. For example, a user may seek a leisure walk via what they might deem as visually attractive architecture. Here, we are proposing a method to quantify such user preferences and scenic quality and to augment the standard routing methods by giving weight to the scenic quality. That is, instead of suggesting merely the time and cost-optimal route, we will find the best route that is tailored towards the user’s scenic quality preferences as an additional criterion to the time and cost. The proposed method uniquely weighs the scenic interest or residential street segments based on the property valuation data. Springer International Publishing 2023-05-04 2023 /pmc/articles/PMC10159964/ /pubmed/37159649 http://dx.doi.org/10.1186/s40537-023-00736-1 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Methodology
Rishe, Naphtali
Amini, M. Hadi
Adjouadi, Malek
Scenic routing navigation using property valuation
title Scenic routing navigation using property valuation
title_full Scenic routing navigation using property valuation
title_fullStr Scenic routing navigation using property valuation
title_full_unstemmed Scenic routing navigation using property valuation
title_short Scenic routing navigation using property valuation
title_sort scenic routing navigation using property valuation
topic Methodology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10159964/
https://www.ncbi.nlm.nih.gov/pubmed/37159649
http://dx.doi.org/10.1186/s40537-023-00736-1
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