A Proof of Concept Web Application for Sentiment Analysis in Tourism in the Region of Draa-Tafilalet

Loukmane Maada, Khalid Al Fararni, Badreddine Aghoutane, Yousef Farhaoui, Mohammed Fattah

2021

Abstract

Advances in technology have changed how people consume and produce information in the field of tourism. Tourists nowadays tend to share their experiences on social media, forums, etc. Those shared experiences became a powerful source of influence in the tourists' community. However, the vast amount of data produced every day on social media makes manual processing an impossible task, making the use of analysis approaches a must. Sentiment Analysis (SA), a sub-field of Natural Language Processing (NLP), is rapidly rising as an automated process of examining semantic relationships and meaning in reviews. This paper provides a proof of concept of a tourism-oriented application that uses Sentiment Analysis to summarize the tourists' impression (positive or negative) vis-à-vis hotels.

Paper Citation

in Harvard Style

Maada L., Al Fararni K., Aghoutane B., Farhaoui Y. and Fattah M. (2021). A Proof of Concept Web Application for Sentiment Analysis in Tourism in the Region of Draa-Tafilalet. In Proceedings of the 2nd International Conference on Big Data, Modelling and Machine Learning - Volume 1: BML, ISBN 978-989-758-559-3, pages 426-432. DOI: 10.5220/0010735900003101

in Bibtex Style

@conference{bml21,
author={Loukmane Maada and Khalid Al Fararni and Badreddine Aghoutane and Yousef Farhaoui and Mohammed Fattah},
title={A Proof of Concept Web Application for Sentiment Analysis in Tourism in the Region of Draa-Tafilalet},
booktitle={Proceedings of the 2nd International Conference on Big Data, Modelling and Machine Learning - Volume 1: BML,},
year={2021},
pages={426-432},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0010735900003101},
isbn={978-989-758-559-3},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 2nd International Conference on Big Data, Modelling and Machine Learning - Volume 1: BML,
TI - A Proof of Concept Web Application for Sentiment Analysis in Tourism in the Region of Draa-Tafilalet
SN - 978-989-758-559-3
AU - Maada L.
AU - Al Fararni K.
AU - Aghoutane B.
AU - Farhaoui Y.
AU - Fattah M.
PY - 2021
SP - 426
EP - 432
DO - 10.5220/0010735900003101