Bio-inspired artificial somatic index for reflecting the travel experience of passenger agents under a flexible transportation scenario

Primer Autor
Rubilar-Torrealba, Rolando
Co-autores
Cabrera-Paniagua, Daniel
Flores, Diego
Cubillos, Claudio
Título
Bio-inspired artificial somatic index for reflecting the travel experience of passenger agents under a flexible transportation scenario
Editorial
NATURE PORTFOLIO
Revista
SCIENTIFIC REPORTS
Lenguaje
en
Resumen
This work analyzes the implementation of an artificial mechanism inspired by a biological somatic marker that ables a passenger agent to both, react to changes in the service, as well as keep said reactions as a memory for future decisions. An artificial mental model was designed, and the passenger agent was implemented as an autonomous decision-making system, where both, the choice of the transport operator and the evaluation of the received service were fully delegated to the system. The evaluation of the service experience is not only based on rational aspects (such as the cost of the trip) but also on subjective aspects related to the satisfaction level derived from the passenger's experience. The experimental scenario considered 10,000 trip requests simulated within an artificial map that emulates characteristics that are usually present in a city, such as vehicular congestion, the unsafety of certain streets, or the benefits of an area with tourist interest. The results show that the option to travel under a transport operator with a touristic profile is a trend. Unlike current cases in the industry, this research work explores the scenario where the passenger can have as a client a trip profile with memory, differentiated from other clients, and can receive more than one trip proposal for the same trip request, according to the different conditions that the passenger is looking for.
Fecha Publicación
2023
Tipo de Recurso
artículo original
doi
10.1038/s41598-023-44414-x
Formato Recurso
PDF
Palabras Claves
Cities
Humans
Tourism
Transportation / methods
Travel
Ubicación del archivo
Categoría OCDE
Ciencia y tecnología: otros temas
Materias
Ciudades
Humanos
Turismo
métodos de transporte
Viajes
Identificador del recurso (Mandatado-único)
artículo original
Versión del recurso (Recomendado-único)
versión publicada
License
CC BY 4.0
Condición de la licencia (Recomendado-repetible)
CC BY 4.0
Derechos de acceso
acceso abierto
Access Rights
acceso abierto
Id de Web of Science
WOS:001087127100082
ISSN
2045-2322
Tipo de ruta
verde# dorada
Categoría WOS
Ciencia y tecnología: otros temas
Referencia del Financiador (Mandatado si es aplicable-repetible)
ANID-FONDECYT 11190370
ANID FONDECYT 11190370
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