RT info:eu-repo/semantics/article
T1 Exploring the use of artificial intelligence in price maximisation in the tourism sector: its application in the case of Airbnb in the Valencian Community
T2 Explorando el uso de la inteligencia artificial en la maximización de precios para el sector turístico: su aplicación en el caso de Airbnb en la Comunidad Valenciana
A1 Moreno Izquierdo, Luis
A1 Egorova, Galina
A1 Peretó Rovira, Alexandre
A1 Más Ferrando, Adrián
K1 Machine learning
K1 Airbnb
K1 Tourism
K1 Hedonic prices
K1 Aprendizaje automático
K1 Turismo
K1 Precios hedónicos
K1 Región valenciana
K1 Valencian region
K1 Economía
K1 Economics
K1 Geografía
K1 Geography
K1 Sociología
K1 Sociology
AB The use of machine learning is becoming more and more frequent in companies’ search for competitiveness. Literature on the subject show us how in many cases artificial intelligence can help companies to improve their knowledge about users, optimize prices or guide buyers in their choices.To confirm that the application of artificial intelligence models allows companies to obtain specifically better price optimisation procedures than with other traditional models, we have studied more than 10,000 Airbnb properties in the three main cities in the Valencian Community (Valencia, Alicante and Castellón), noting that the estimation process using neural networks offers significantly more satisfactory results than the use of hedonic models.
PB Asociación Española de Ciencia Regional (AECR)
SN 2340-2717
YR 2018
FD 2018
LK http://hdl.handle.net/10017/37170
UL http://hdl.handle.net/10017/37170
LA eng
DS MINDS@UW
RD 24-abr-2024