Overview of rest-mex at iberlef 2023: Research on sentiment analysis task for mexican tourist texts

MÁ Álvarez-Carmona, Á Díaz-Pacheco… - … del Lenguaje Natural, 2023 - journal.sepln.org
This paper presents the framework and results of the Rest-Mex task at IberLEF 2023,
focusing on sentiment analysis and text clustering of tourist texts. The study primarily focuses …

What does the media tell us about a destination? the cancun case, seen from the usa, canada, and mexico

E Olmos-Martínez, MÁ Álvarez-Carmona… - International Journal of …, 2024 - emerald.com
Purpose This study aims to present a framework for automatically collecting, cleaning and
analyzing text (news articles, in this case) to provide valuable decision-making information …

[HTML][HTML] A comprehensive deep learning approach for topic discovering and sentiment analysis of textual information in tourism

Á Díaz-Pacheco, R Guerrero-Rodríguez… - Journal of King Saud …, 2023 - Elsevier
Automatic discovery of underlying themes in a document collection is a valuable task across
many disciplines. Advanced techniques can be challenging for non-experts in data science …

Optimizing chatbot effectiveness through advanced syntactic analysis: A comprehensive study in natural language processing

I Ortiz-Garces, J Govea, RO Andrade, W Villegas-Ch - Applied Sciences, 2024 - mdpi.com
In the era of digitalization, the interaction between humans and machines, particularly in
Natural Language Processing, has gained crucial importance. This study focuses on …

Quantifying differences between UGC and DMO's image content on Instagram using deep learning

Á Díaz-Pacheco, R Guerrero-Rodríguez… - … Technology & Tourism, 2024 - Springer
In the tourism industry, the implementation of effective strategies to promote destinations is
considered of utmost importance. Taking advantage of social media, Destination …

[PDF][PDF] People-centred natural language processing for cultural tourism market: a research agenda.

MW Fareed, M Amer - VIPERC, 2023 - ceur-ws.org
Cultural heritage is a significant resource of knowledge that allows us to inform about and
enhance such communities in the cultural tourism market. In this respect, it is important to …

Big data analytics of online news to explore destination image using a comprehensive deep-learning approach: a case from Mexico

R Guerrero-Rodríguez, MÁ Álvarez-Carmona… - … Technology & Tourism, 2024 - Springer
Destination image has been a subject of great interest to tourism scholars for several
decades. Since the nature of this social construct is highly dynamic, its study poses new …

Experimenting with ud adaptation of an unsupervised rule-based approach for sentiment analysis of mexican tourist texts

O Kellert, MU Zaman, NH Matlis… - arXiv preprint arXiv …, 2023 - arxiv.org
This paper summarizes the results of experimenting with Universal Dependencies (UD)
adaptation of an Unsupervised, Compositional and Recursive (UCR) rule-based approach …

[PDF][PDF] BUAA's team in Rest-Mex 2023-Sentiment Analysis: A Basic and Efficient Stylistic and Thematic Features Approach.

LG Castorena-Salas, F Sánchez-Vega… - IberLEF …, 2023 - ceur-ws.org
The BUAA team's participation in REST-MEX 2023 and focuses on their exploration of
essential features that capture writing style, such as character n-grams, as well as thematic …

An Aspect-Based Review Analysis Using ChatGPT for the Exploration of Hotel Service Failures

N Jeong, J Lee - Sustainability, 2024 - mdpi.com
In this study, we employed ChatGPT, an advanced large language model, to analyze hotel
reviews, focusing on aspect-based feedback to understand service failures in the hospitality …