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

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

Patent · Mon Dec 21 23:00:00 EST 2009

OSTI ID:979381

Sanfilippo, Antonio ^[1]; Calapristi, Augustin J ^[2]; Crow, Vernon L ^[1]; Hetzler, Elizabeth G ^[3]; Turner, Alan E ^[3]

Richland, WA
West Richland, WA
Kennewick, WA

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.

Research Organization:: Pacific Northwest National Laboratory (PNNL), Richland, WA

Sponsoring Organization:: USDOE

DOE Contract Number:: AC06-76RL01830

Assignee:: Battelle Memorial Research (Richland, WA)

Patent Number(s):: 7,636,730

Application Number:: 11/118,156

OSTI ID:: 979381

Country of Publication:: United States

Language:: English

References (7)

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Word sense disambiguation using Conceptual Density Agirre, Eneko; Rigau, German Proceedings of the 16th conference on Computational linguistics - https://doi.org/10.3115/992628.992635	conference	January 1996
Word sense disambiguation for free-text indexing using a massive semantic network Sussna, Michael Proceedings of the second international conference on Information and knowledge management - CIKM '93 https://doi.org/10.1145/170088.170106	conference	January 1993
One sense per discourse Gale, William A.; Church, Kenneth W.; Yarowsky, David Proceedings of the workshop on Speech and Natural Language - HLT '91 https://doi.org/10.3115/1075527.1075579	conference	January 1992
Optimization of Context Disambiguation in Web Wearch Results Nirkhi, Smita; Hande, Kapil 2008 International Conference on Computer Science and Information Technology (ICCSIT) https://doi.org/10.1109/ICCSIT.2008.143	conference	August 2008
Contextual correlates of synonymy Rubenstein, Herbert; Goodenough, John B. Communications of the ACM, Vol. 8, Issue 10 https://doi.org/10.1145/365628.365657	journal	October 1965

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