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Title: Lexicon generation methods, lexicon generation devices, and lexicon generation articles of manufacture

Abstract

Lexicon generation methods, computer implemented lexicon editing methods, lexicon generation devices, lexicon editors, and articles of manufacture are described according to some aspects. In one aspect, a lexicon generation method includes providing a seed vector indicative of occurrences of a plurality of seed terms within a plurality of text items, providing a plurality of content vectors indicative of occurrences of respective ones of a plurality of content terms within the text items, comparing individual ones of the content vectors with respect to the seed vector, and responsive to the comparing, selecting at least one of the content terms as a term of a lexicon usable in sentiment analysis of text.

Inventors:
 [1];  [2];  [1];  [1];  [3];  [3];  [3];  [4];  [3]
  1. Richland, WA
  2. West Richland, WA
  3. Kennewick, WA
  4. Seattle, WA
Issue Date:
Research Org.:
Pacific Northwest National Lab. (PNNL), Richland, WA (United States)
Sponsoring Org.:
USDOE
OSTI Identifier:
1015250
Patent Number(s):
7822701
Application Number:
11/479,522
Assignee:
Battelle Memorial Institute (Richland, WA)
Patent Classifications (CPCs):
G - PHYSICS G06 - COMPUTING G06F - ELECTRIC DIGITAL DATA PROCESSING
DOE Contract Number:  
AC05-76RL01830
Resource Type:
Patent
Country of Publication:
United States
Language:
English

Citation Formats

Carter, Richard J, McCall, Jonathon D, Whitney, Paul D, Gregory, Michelle L, Turner, Alan E, Hetzler, Elizabeth G, White, Amanda M, Posse, Christian, and Nakamura, Grant C. Lexicon generation methods, lexicon generation devices, and lexicon generation articles of manufacture. United States: N. p., 2010. Web.
Carter, Richard J, McCall, Jonathon D, Whitney, Paul D, Gregory, Michelle L, Turner, Alan E, Hetzler, Elizabeth G, White, Amanda M, Posse, Christian, & Nakamura, Grant C. Lexicon generation methods, lexicon generation devices, and lexicon generation articles of manufacture. United States.
Carter, Richard J, McCall, Jonathon D, Whitney, Paul D, Gregory, Michelle L, Turner, Alan E, Hetzler, Elizabeth G, White, Amanda M, Posse, Christian, and Nakamura, Grant C. Tue . "Lexicon generation methods, lexicon generation devices, and lexicon generation articles of manufacture". United States. https://www.osti.gov/servlets/purl/1015250.
@article{osti_1015250,
title = {Lexicon generation methods, lexicon generation devices, and lexicon generation articles of manufacture},
author = {Carter, Richard J and McCall, Jonathon D and Whitney, Paul D and Gregory, Michelle L and Turner, Alan E and Hetzler, Elizabeth G and White, Amanda M and Posse, Christian and Nakamura, Grant C},
abstractNote = {Lexicon generation methods, computer implemented lexicon editing methods, lexicon generation devices, lexicon editors, and articles of manufacture are described according to some aspects. In one aspect, a lexicon generation method includes providing a seed vector indicative of occurrences of a plurality of seed terms within a plurality of text items, providing a plurality of content vectors indicative of occurrences of respective ones of a plurality of content terms within the text items, comparing individual ones of the content vectors with respect to the seed vector, and responsive to the comparing, selecting at least one of the content terms as a term of a lexicon usable in sentiment analysis of text.},
doi = {},
journal = {},
number = ,
volume = ,
place = {United States},
year = {2010},
month = {10}
}

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Works referenced in this record:

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