Sentiment analysis has emerged as a vital tool for gauging public opinion in today’s fast-paced digital environment. This study examines the use of advanced artificial intelligence techniques to ...

With the rapid development of information technology, channels for acquiring information have become increasingly diverse, and multimodal data such as text, images, audio, and video have emerged as ...

Better customer retention. By identifying dissatisfaction early, sentiment analysis aids proactive interventions, which helps to reduce churn and improve loyalty. Transformative business insights.

Sentiment analysis — a sophisticated tool that interprets the emotional tone behind words, giving brands a lens into how their services or products resonate. Customer feedback is a treasure trove of ...