The Document Summarizer analyses
the meaning of each sentence and generates a summary from the
most relevant key concepts found in the document.
Text to concept During the initial stage, the Document Summarizer analyzes each
text document and converts it in a specific automatic form that
represents essential meaning of the document. In such a new
representation, concrete words and phrases (initially used as
the term base for the documents), acquire a generalized structure.
Such an approach makes it possible to describe the entire sentence
as a concept. Thus, by processing the concepts, the Document Summarizer
analyses the meaning of the document.
Index
The Index is generated from concepts drawn from pre-processed
documents. The Index functions together with a variety of Semantic
Tools – e.g., Summarizer, Comparator, Natural Language
Search Engine, etc. The Index can operate external databases,
which is necessary for the effective functioning of document/knowledge
management systems that process hundreds of thousands of documents.
Semantic
summarization
The semantic
tools employed in the Document Summarizer are a unique and powerful
instrument, designed as an alternative to a simple key-word
search, because it retrieves and analyzes the essential key
concepts and thus processes their meaning.
View
summary and concept navigation
Upon completion
of the analysis, the summarizer generates a logically structured
summary with the key concepts of the document extracted. The
user can smoothly navigate between the portions of the document
containing the concepts.