Stochastic Semantic Analysis
A technique used in natural language processing (NLP) to analyze and understand the meaning of words, phrases, and sentences in context by combining statistical methods with linguistic knowledge to derive meaningful representations of text data and enable various tasks such as information retrieval, sentiment analysis, and machine translation.
Areas of application
- Information Retrieval
- Sentiment Analysis
- Machine Translation
- Natural Language Processing
Example
Stochastic semantic analysis can be used to analyze a news article and identify the topics it covers, such as politics, sports, or entertainment. By combining statistical methods with linguistic knowledge, SSA can extract meaningful representations of the text data and classify it into relevant categories.