In general, the process involves constructing a weighted term-document matrix, performing a Singular Value Decomposition on the matrix, and using the matrix to identify the concepts contained in the text. Text does not need to be in sentence form for LSI to be effective. It can work with lists, free-form notes, email, Web-based content, etc.… Continue reading Natural Language Processing Semantic Analysis