UPDF AI

Sentiment analysis survey: datasets, techniques, applications, tools, and challenges

Mustapha Hankar,Toufik Mzili,M. Kasri,A. B. Hssane

2025 · DOI: 10.1007/s10115-025-02499-y
Knowledge and Information Systems · 6 Citations

TLDR

A detailed exploration of the sentiment analysis process, from data collection and preparation to presenting results through visualization techniques, is provided and some of the major challenges in sentiment analysis are highlighted and potential research directions for the future are suggested.