Method, System and Apparatus for Automatic Keyword Extraction

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Description

Patent relating to a method, system and apparatus for automatic keyword extraction.

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34 p. : ill.

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Csomai, Andras & Mihalcea, Rada, 1974- January 1, 2013.

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This patent is part of the collection entitled: UNT Scholarly Works and was provided by UNT College of Engineering to Digital Library, a digital repository hosted by the UNT Libraries. It has been viewed 312 times, with 6 in the last month. More information about this patent can be viewed below.

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UNT College of Engineering

The UNT College of Engineering strives to educate and train engineers and technologists who have the vision to recognize and solve the problems of society. The college comprises six degree-granting departments of instruction and research.

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Description

Patent relating to a method, system and apparatus for automatic keyword extraction.

Physical Description

34 p. : ill.

Notes

Abstract: The present invention provides a method and a system for automatic keyword extraction based on supervised or unsupervised machine learning techniques. Novel linguistically-motivated machine learning features are introduced, including discourse comprehension features based on construction integration theory, numeric features making use of syntactic part-of-speech patterns, and probabilistic features based on analysis of online encyclopedia annotations. The improved keyword extraction methods are combined with word sense disambiguation into a system for automatically generating annotations to enrich text with links to encyclopedic knowledge.

Prior Publication Data: US 2010/0145678 A1, June 10, 2010.

Related U.S. Application Data: Provisional application number 61/112,182, filed on November 6, 2008.

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UNT Scholarly Works

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Submitted Date

  • November 6, 2009

Accepted Date

  • January 1, 2013

Creation Date

  • January 1, 2013

Added to The UNT Digital Library

  • July 7, 2014, 8:20 a.m.

Description Last Updated

  • Dec. 12, 2017, 8:20 p.m.

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Csomai, Andras & Mihalcea, Rada, 1974-. Method, System and Apparatus for Automatic Keyword Extraction, patent, January 1, 2013; [Washington, D.C.]. (https://digital.library.unt.edu/ark:/67531/metadc306042/: accessed August 24, 2019), University of North Texas Libraries, Digital Library, https://digital.library.unt.edu; crediting UNT College of Engineering.