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[HTML][HTML] Natural language processing applied to tourism research: A systematic review and future research directions
The social networks and the rapid development of new technologies have led to
considerable changes in the tourism industry. Artificial intelligence, in particular natural …
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
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 …
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 …
In the context of a globalized world where travel enthusiasts seek personalized
recommendations for their favourite destinations, the study delves into sentiment analysis …
recommendations for their favourite destinations, the study delves into sentiment analysis …
Multimodal model for the Spanish sentiment analysis in a tourism domain
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 …
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.
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 …
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
Every day millions of people express their opinions, suggestions and views about
accommodation, services, and tourist destinations on the web and online applications. The …
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 …
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 …
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.
This paper addresses the challenge of enriching a Spanish sentiment analysis corpus with
minority instances. Existing sentiment analysis resources for Spanish suffer from a …
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 …
role of verbs, nouns, and adjectives in analyzing tourist opinions in Spanish. We employ …