FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3171582011> ?p ?o ?g. }

• W3171582011 endingPage "101110" @default.
• W3171582011 startingPage "101110" @default.
• W3171582011 abstract "As life expectancy increases around the world, it also grows the number of people with reduced mobility (older adults and disabled individuals), leading to a need to rethink transport planning in urban areas to include these individuals. To accomplish this, city planners must understand the key features that most influence the travel behaviour among people with reduced mobility to provide independent and healthy lifestyles and promote the use of healthy active transport modes among them. In this study, a set of machine learning models was trained to predict the travel behaviour of people with reduced mobility in Medellín, and the most appropriate model was used to examine the underlying key features that most influence the travel behaviour among these individuals. Additionally, a specific systemic analysis was carried out for people with reduced mobility who choose active transport modes to make their trips. Results show that the CatBoost implementation of a gradient boosting model outperforms other machine learning models considering the predefined evaluation metrics. The numerical results reveal that travel time, trip frequency and motorised-vehicle ownership are the key features that most influence the travel behaviour of people with reduced mobility in Medellín. In order to ensure an equitable and inclusive society, the main objective of public agencies should aim to understand the travel behaviour of an increasing population with reduced mobility that deserves inclusive solutions to improve their mobility conditions." @default.
• W3171582011 created "2021-06-22" @default.
• W3171582011 creator A5071881902 @default.
• W3171582011 date "2021-09-01" @default.
• W3171582011 modified "2023-10-03" @default.
• W3171582011 title "Travel time, trip frequency and motorised-vehicle ownership: A case study of travel behaviour of people with reduced mobility in Medellín" @default.
• W3171582011 cites W1531033336 @default.
• W3171582011 cites W1671907758 @default.
• W3171582011 cites W1687066137 @default.
• W3171582011 cites W1754485115 @default.
• W3171582011 cites W1966001874 @default.
• W3171582011 cites W1973317252 @default.
• W3171582011 cites W1993204132 @default.
• W3171582011 cites W1995500779 @default.
• W3171582011 cites W1998180051 @default.
• W3171582011 cites W1998771430 @default.
• W3171582011 cites W1999329277 @default.
• W3171582011 cites W2005496942 @default.
• W3171582011 cites W2005544339 @default.
• W3171582011 cites W2021519999 @default.
• W3171582011 cites W2064217779 @default.
• W3171582011 cites W2071761116 @default.
• W3171582011 cites W2084056691 @default.
• W3171582011 cites W2086501283 @default.
• W3171582011 cites W2098801100 @default.
• W3171582011 cites W2105866098 @default.
• W3171582011 cites W2119144474 @default.
• W3171582011 cites W2124844793 @default.
• W3171582011 cites W2128441574 @default.
• W3171582011 cites W2144512297 @default.
• W3171582011 cites W2155653793 @default.
• W3171582011 cites W2232596365 @default.
• W3171582011 cites W2265171537 @default.
• W3171582011 cites W2286159287 @default.
• W3171582011 cites W2500356944 @default.
• W3171582011 cites W2563505101 @default.
• W3171582011 cites W2565462670 @default.
• W3171582011 cites W2587510093 @default.
• W3171582011 cites W2587802550 @default.
• W3171582011 cites W2590714460 @default.
• W3171582011 cites W2613778748 @default.
• W3171582011 cites W2620935183 @default.
• W3171582011 cites W2751160607 @default.
• W3171582011 cites W2789394811 @default.
• W3171582011 cites W2790937116 @default.
• W3171582011 cites W2792180719 @default.
• W3171582011 cites W2796740712 @default.
• W3171582011 cites W2802705737 @default.
• W3171582011 cites W2803116794 @default.
• W3171582011 cites W2914489277 @default.
• W3171582011 cites W2932005953 @default.
• W3171582011 cites W2938039613 @default.
• W3171582011 cites W2942252933 @default.
• W3171582011 cites W2943795884 @default.
• W3171582011 cites W2945615731 @default.
• W3171582011 cites W2955954332 @default.
• W3171582011 cites W2966743383 @default.
• W3171582011 cites W2990651761 @default.
• W3171582011 cites W2996705655 @default.
• W3171582011 cites W3006958671 @default.
• W3171582011 cites W3013734981 @default.
• W3171582011 cites W3033614704 @default.
• W3171582011 cites W3037590837 @default.
• W3171582011 cites W3082306923 @default.
• W3171582011 cites W3117629641 @default.
• W3171582011 cites W3132265167 @default.
• W3171582011 cites W3158775658 @default.
• W3171582011 cites W4240846388 @default.
• W3171582011 doi "https://doi.org/10.1016/j.jth.2021.101110" @default.
• W3171582011 hasPublicationYear "2021" @default.
• W3171582011 type Work @default.
• W3171582011 sameAs 3171582011 @default.
• W3171582011 citedByCount "7" @default.
• W3171582011 countsByYear W31715820112022 @default.
• W3171582011 countsByYear W31715820112023 @default.
• W3171582011 crossrefType "journal-article" @default.
• W3171582011 hasAuthorship W3171582011A5071881902 @default.
• W3171582011 hasConcept C105795698 @default.
• W3171582011 hasConcept C127413603 @default.
• W3171582011 hasConcept C144072006 @default.
• W3171582011 hasConcept C144133560 @default.
• W3171582011 hasConcept C157085824 @default.
• W3171582011 hasConcept C22212356 @default.
• W3171582011 hasConcept C26517878 @default.
• W3171582011 hasConcept C2778068325 @default.
• W3171582011 hasConcept C2781360296 @default.
• W3171582011 hasConcept C2908647359 @default.
• W3171582011 hasConcept C2985733770 @default.
• W3171582011 hasConcept C33923547 @default.
• W3171582011 hasConcept C38652104 @default.
• W3171582011 hasConcept C39118121 @default.
• W3171582011 hasConcept C41008148 @default.
• W3171582011 hasConcept C539828613 @default.
• W3171582011 hasConcept C71924100 @default.
• W3171582011 hasConcept C99454951 @default.
• W3171582011 hasConceptScore W3171582011C105795698 @default.
• W3171582011 hasConceptScore W3171582011C127413603 @default.
• W3171582011 hasConceptScore W3171582011C144072006 @default.

• next