Saved in:
| Main Author: | |
|---|---|
| Format: | Artículo científico |
| Language: | en |
| Published: |
Asociación Española de Ciencia Regional
2018
|
| Subjects: | |
| Online Access: | https://www.redalyc.org/articulo.oa?id=28966251007 https://www.redalyc.org/journal/289/28966251007/ https://www.redalyc.org/journal/289/28966251007/html/ https://www.redalyc.org/journal/289/28966251007/28966251007.epub https://www.redalyc.org/journal/289/28966251007/movil |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1866556532256145408 |
|---|---|
| author | Luis Moreno-Izquierdo |
| author_facet | Luis Moreno-Izquierdo |
| contents | Exploring the use of artificial intelligence in price maximisation in the tourism sector: its application in the case of Airbnb in the Valencian Community Luis Moreno-Izquierdo Galina Egorova Alexandre Peretó-Rovira Adrián Más-Ferrando Estudios Territoriales Airbnb tourism hedonic prices Machine Learning Valencian Region 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. 2018 artículo científico 1695-7253 https://www.redalyc.org/articulo.oa?id=28966251007 https://www.redalyc.org/journal/289/28966251007/ https://www.redalyc.org/journal/289/28966251007/html/ https://www.redalyc.org/journal/289/28966251007/28966251007.epub https://www.redalyc.org/journal/289/28966251007/movil en http://www.redalyc.org/revista.oa?id=289 Investigaciones Regionales - Journal of Regional Research application/pdf Asociación Española de Ciencia Regional Investigaciones Regionales - Journal of Regional Research (España) Num.42 |
| format | Artículo científico |
| id | redalyc_28966251007 |
| language | en |
| publishDate | 2018 |
| publisher | Asociación Española de Ciencia Regional |
| spellingShingle | Exploring the use of artificial intelligence in price maximisation in the tourism sector: its application in the case of Airbnb in the Valencian Community Luis Moreno-Izquierdo Estudios Territoriales Airbnb tourism hedonic prices Machine Learning Valencian Region Exploring the use of artificial intelligence in price maximisation in the tourism sector: its application in the case of Airbnb in the Valencian Community Luis Moreno-Izquierdo Galina Egorova Alexandre Peretó-Rovira Adrián Más-Ferrando Estudios Territoriales Airbnb tourism hedonic prices Machine Learning Valencian Region 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. 2018 artículo científico 1695-7253 https://www.redalyc.org/articulo.oa?id=28966251007 https://www.redalyc.org/journal/289/28966251007/ https://www.redalyc.org/journal/289/28966251007/html/ https://www.redalyc.org/journal/289/28966251007/28966251007.epub https://www.redalyc.org/journal/289/28966251007/movil en http://www.redalyc.org/revista.oa?id=289 Investigaciones Regionales - Journal of Regional Research application/pdf Asociación Española de Ciencia Regional Investigaciones Regionales - Journal of Regional Research (España) Num.42 |
| title | Exploring the use of artificial intelligence in price maximisation in the tourism sector: its application in the case of Airbnb in the Valencian Community |
| topic | Estudios Territoriales Airbnb tourism hedonic prices Machine Learning Valencian Region |
| url | https://www.redalyc.org/articulo.oa?id=28966251007 https://www.redalyc.org/journal/289/28966251007/ https://www.redalyc.org/journal/289/28966251007/html/ https://www.redalyc.org/journal/289/28966251007/28966251007.epub https://www.redalyc.org/journal/289/28966251007/movil |