Repositorio UFRO · Omeka S

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	http://dx.doi.org/10.1038/s41598-023-44414-x
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