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:
-
- Richland, WA
- West Richland, WA
- Kennewick, WA
- Issue Date:
- Research Org.:
- Pacific Northwest National Laboratory (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}
}
Works referenced in this record:
Word sense disambiguation using Conceptual Density
conference, January 1996
- Agirre, Eneko; Rigau, German
- Proceedings of the 16th conference on Computational linguistics -
Optimization of Context Disambiguation in Web Wearch Results
conference, August 2008
- Nirkhi, Smita; Hande, Kapil
- 2008 International Conference on Computer Science and Information Technology (ICCSIT)
One sense per discourse
conference, January 1992
- Gale, William A.; Church, Kenneth W.; Yarowsky, David
- Proceedings of the workshop on Speech and Natural Language - HLT '91
Word sense disambiguation for free-text indexing using a massive semantic network
conference, January 1993
- Sussna, Michael
- Proceedings of the second international conference on Information and knowledge management - CIKM '93
Contextual correlates of semantic similarity
journal, January 1991
- Miller, George A.; Charles, Walter G.
- Language and Cognitive Processes, Vol. 6, Issue 1
Contextual correlates of synonymy
journal, October 1965
- Rubenstein, Herbert; Goodenough, John B.
- Communications of the ACM, Vol. 8, Issue 10
Development and application of a metric on semantic nets
journal, January 1989
- Rada, R.; Mili, H.; Bicknell, E.
- IEEE Transactions on Systems, Man, and Cybernetics, Vol. 19, Issue 1