Implementing a MATLAB model to label sentences
In this section, we will discuss a very interesting topic that is very popular in today’s society. I am referring to the importance of reviews in influencing a customer’s interest in making the right decision.
Introducing sentiment analysis
Sentiment analysis, a technique that utilizes NLP, extracts and analyzes subjective information from text. Analyzing vast datasets reveals collective opinions that impact various domains. While manual sentiment analysis is challenging, automated methods have emerged. However, automating language modeling is complex and costly due to the nuances of human language. Additionally, the methodology varies across languages, increasing complexity.
A major challenge lies in determining the polarity of opinions. Polarity classification is subjective, with one sentence perceived differently by individuals based on their value systems. The rise of social media has heightened interest in sentiment...
