Advancing tourism demand forecasting in Sri Lanka: evaluating the performance of machine learning models and the impact of social media data integration

Purpose – This study explores the pioneering approach of utilising machine learning (ML) models and integrating social media data for predicting tourist arrivals in Sri Lanka. Design/methodology/approach – Two sets of experiments are performed in this research. First, the predictive accuracy of thre...

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Bibliographic Details
Main Author: Isuru Udayangani Hewapathirana
Format: Article
Language:English
Published: Emerald Publishing 2025-05-01
Series:Journal of Tourism Futures
Subjects:
Online Access:https://www.emerald.com/insight/content/doi/10.1108/JTF-06-2023-0149/full/pdf
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