Definition - What does Automatic Summarization mean?
Automatic summarization is the process by a which computer program creates a shortened version of text.
The product of the process contains the most important points from the original text. Search engines such as Google use automatic summarization to produce key phrase extractions in search results.
Techopedia explains Automatic Summarization
Automatic summarization helps to reduce large text documents to a short set of words or a paragraph that conveys the meaning of the full text.
There are two methods used in automatic summarization:
- The extractive method selects a subset of existing words, phrases or sentences in the original text to form summaries.
- The abstractive method builds an internal semantic representation and uses natural language generation techniques to create summaries that resembles the ones created by humans. This summary may have words that are not present in the original document.
- Key-phrase extraction selects individual words or phrases to tag documents.
- Document summarization selects whole sentences to create short paragraph summaries.
Technologies that produce coherent summaries of any type must take document length, writing style and syntax into account to make useful summaries.