[HTML][HTML] Natural language processing applied to tourism research: A systematic review and future research directions

MÁ Álvarez-Carmona, R Aranda… - Journal of king Saud …, 2022 - Elsevier
The social networks and the rapid development of new technologies have led to
considerable changes in the tourism industry. Artificial intelligence, in particular natural …

Overview of rest-mex at iberlef 2022: Recommendation system, sentiment analysis and covid semaphore prediction for mexican tourist texts

MÁ Álvarez-Carmona, Á Díaz-Pacheco… - … del Lenguaje Natural, 2022 - journal.sepln.org
This paper presents the framework and results from the Rest-Mex task at IberLEF 2022. This
task considered three tracks: Recommendation System, Sentiment Analysis and Covid …

Combined sentiment score and star rating analysis of travel destination prediction based on user preference using morphological linear neural network model with …

N Kumar, BR Hanji - Multimedia Tools and Applications, 2024 - Springer
In the context of a globalized world where travel enthusiasts seek personalized
recommendations for their favourite destinations, the study delves into sentiment analysis …

Multimodal model for the Spanish sentiment analysis in a tourism domain

J Monsalve-Pulido, CA Parra, J Aguilar - Social Network Analysis and …, 2024 - Springer
The problem of sentiment analysis of tourism data focuses on the analysis of the multimodal
characteristics of the data generated digitally by tourists on each platform or social network …

[PDF][PDF] Fine-tuning mT5-based Transformer via CMA-ES for Sentiment Analysis.

OG Toledano-López, J Madera, H González… - IberLEF …, 2022 - ceur-ws.org
In this paper, we describe the methods used to submit our results to the Rest-Mex Sentiment
Analysis of the Iberian Languages Evaluation Forum 2022. The addressed challenge …

[PDF][PDF] Determining Intent: Sentiment Analysis Based on the Classification of Indonesian Tourist Destination Review Texts

A Muhammad, S Defit, GW Nurcahyo - Journal of Advances in Information …, 2024 - jait.us
Every day millions of people express their opinions, suggestions and views about
accommodation, services, and tourist destinations on the web and online applications. The …

[PDF][PDF] Balancing of Tourist Opinions for Sentiment Analysis Task.

AB García-Gutiérrez, PE López-Ávila… - IberLEF …, 2023 - researchgate.net
This article presents a proposal for the treatment of an unbalanced tourist database with
emphasis on minority classes for its classification, in this case, one based on BERT, called …

[PDF][PDF] A Single Model Based on Beto to Classify Spanish Tourist Opinions Through the Random Instances Selection.

JD Jurado-Buch, ES Minayo-Díaz, JA Tello… - IberLEF …, 2023 - researchgate.net
In this study, we developed a single Beto classification model capable of predicting 45
different classes that describes the polarity, type, and country of tourist opinions in Spanish …

[PDF][PDF] Enriching with Minority Instances a Corpus of Sentiment Analysis in Spanish.

JL García-Mendoza, D Buscaldi - IberLEF@ SEPLN, 2023 - ceur-ws.org
This paper addresses the challenge of enriching a Spanish sentiment analysis corpus with
minority instances. Existing sentiment analysis resources for Spanish suffer from a …

[PDF][PDF] Measuring the Role of the Verbs, Nouns, and Adjectives on the Tourist Opinions in Spanish.

NG Carmona-Sánchez - IberLEF@ SEPLN, 2023 - ceur-ws.org
This paper shows the Arandanito team proposal for the Rest-Mex 2023 and examines the
role of verbs, nouns, and adjectives in analyzing tourist opinions in Spanish. We employ …