Opinion mining, also known as sentiment analysis, involves using natural language processing and computational linguistics to identify and extract subjective information from text data. It is widely used in applications like customer feedback analysis, brand monitoring, and social media sentiment tracking to understand public opinion and improve decision-making processes.