Semantic Analysis

Semantic analysis is a branch of natural language processing (NLP) that focuses on understanding the meaning and context of words, phrases, and sentences in a given text. It goes beyond analyzing the structure of language to interpret relationships between concepts and uncover the intended message. Semantic analysis involves techniques like word sense disambiguation and semantic similarity. It is widely used in applications, such as sentiment analysis, machine translation, search engines, chatbots, and knowledge extraction, enhancing machines’ ability to comprehend human language.