Machine learning for assessing quality of service in the hospitality sector based on customer reviews

The increasing use of online hospitality platforms provides firsthand information about clients preferences, which are essential to improve hotel services and increase the quality of service perception. Customer reviews can be used to automatically extract the most relevant aspects of the quality of...

Full description

Autores:
Vargas Calderón, Vladimir
Moros Ochoa, María Andreína
Castro Nieto, Gilmer Yovani
Camargo, Jorge E.
Tipo de recurso:
Article of investigation
Fecha de publicación:
2021
Institución:
Colegio de Estudios Superiores de Administración
Repositorio:
Repositorio CESA
Idioma:
eng
OAI Identifier:
oai:repository.cesa.edu.co:10726/5053
Acceso en línea:
http://hdl.handle.net/10726/5053
https://doi.org/10.1007/s40558-021-00207-4
Palabra clave:
Quality of service
Natural language processing
Word embedding
Latent topic analysis
Dimensionality reduction
Rights
License
Acceso Restringido