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Title: Document clustering methods, document cluster label disambiguation methods, document clustering apparatuses, and articles of manufacture

Abstract

Document clustering methods, document cluster label disambiguation methods, document clustering apparatuses, and articles of manufacture are described. In one aspect, a document clustering method includes providing a document set comprising a plurality of documents, providing a cluster comprising a subset of the documents of the document set, using a plurality of terms of the documents, providing a cluster label indicative of subject matter content of the documents of the cluster, wherein the cluster label comprises a plurality of word senses, and selecting one of the word senses of the cluster label.

Inventors:
 [1];  [2];  [1];  [3];  [3]
  1. Richland, WA
  2. West Richland, WA
  3. Kennewick, WA
Issue Date:
Research Org.:
Pacific Northwest National Lab. (PNNL), Richland, WA (United States)
Sponsoring Org.:
USDOE
OSTI Identifier:
979381
Patent Number(s):
7636730
Application Number:
11/118,156
Assignee:
Battelle Memorial Research (Richland, WA)
Patent Classifications (CPCs):
G - PHYSICS G06 - COMPUTING G06F - ELECTRIC DIGITAL DATA PROCESSING
Y - NEW / CROSS SECTIONAL TECHNOLOGIES Y10 - TECHNICAL SUBJECTS COVERED BY FORMER USPC Y10S - TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
DOE Contract Number:  
AC06-76RL01830
Resource Type:
Patent
Country of Publication:
United States
Language:
English
Subject:
96 KNOWLEDGE MANAGEMENT AND PRESERVATION

Citation Formats

Sanfilippo, Antonio, Calapristi, Augustin J, Crow, Vernon L, Hetzler, Elizabeth G, and Turner, Alan E. Document clustering methods, document cluster label disambiguation methods, document clustering apparatuses, and articles of manufacture. United States: N. p., 2009. Web.
Sanfilippo, Antonio, Calapristi, Augustin J, Crow, Vernon L, Hetzler, Elizabeth G, & Turner, Alan E. Document clustering methods, document cluster label disambiguation methods, document clustering apparatuses, and articles of manufacture. United States.
Sanfilippo, Antonio, Calapristi, Augustin J, Crow, Vernon L, Hetzler, Elizabeth G, and Turner, Alan E. Tue . "Document clustering methods, document cluster label disambiguation methods, document clustering apparatuses, and articles of manufacture". United States. https://www.osti.gov/servlets/purl/979381.
@article{osti_979381,
title = {Document clustering methods, document cluster label disambiguation methods, document clustering apparatuses, and articles of manufacture},
author = {Sanfilippo, Antonio and Calapristi, Augustin J and Crow, Vernon L and Hetzler, Elizabeth G and Turner, Alan E},
abstractNote = {Document clustering methods, document cluster label disambiguation methods, document clustering apparatuses, and articles of manufacture are described. In one aspect, a document clustering method includes providing a document set comprising a plurality of documents, providing a cluster comprising a subset of the documents of the document set, using a plurality of terms of the documents, providing a cluster label indicative of subject matter content of the documents of the cluster, wherein the cluster label comprises a plurality of word senses, and selecting one of the word senses of the cluster label.},
doi = {},
journal = {},
number = ,
volume = ,
place = {United States},
year = {2009},
month = {12}
}

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Works referenced in this record:

Word sense disambiguation using Conceptual Density
conference, January 1996


Optimization of Context Disambiguation in Web Wearch Results
conference, August 2008


One sense per discourse
conference, January 1992


Word sense disambiguation for free-text indexing using a massive semantic network
conference, January 1993


Contextual correlates of semantic similarity
journal, January 1991


Contextual correlates of synonymy
journal, October 1965


Development and application of a metric on semantic nets
journal, January 1989