Rapid Automatic Keyword Extraction (RAKE) - Python for Integrated Circuits - - An Online Book - |
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Python for Integrated Circuits http://www.globalsino.com/ICs/ | ||||||||
Chapter/Index: Introduction | A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | Q | R | S | T | U | V | W | X | Y | Z | Appendix | ||||||||
================================================================================= Rapid Automatic Keyword Extraction (RAKE) is an unsupervised, domain-independent, and language-independent method for extracting keywords from individual documents.[1] RAKE is based on their observation that keywords frequently contain multiple words but rarely contain standard punctuation or stopwords, such as the function words and, the, and of, or other words with minimal lexical meaning. RAKE begins keyword extraction from a document by parsing its text into a set of candidate keywords with the steps below: [1] ============================================
[1] Michael W. Berry and Jacob Kogan, Text Mining: Applications and Theory, 2010.
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