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Proceedings of the 38th Annual Hawaii International Conference on System Sciences (HICSS'05) - Track 4
Big Island, Hawaii
January 03-January 06
ISBN: 0-7695-2268-8
| ASCII Text | x | ||
| James Allan, Stephen Harding, David Fisher, Alvaro Bolivar, Sergio Guzman-Lara, Peter Amstutz, "Taking Topic Detection From Evaluation to Practice," 2013 46th Hawaii International Conference on System Sciences, vol. 4, pp. 101a, Proceedings of the 38th Annual Hawaii International Conference on System Sciences (HICSS'05) - Track 4, 2005. | |||
| BibTex | x | ||
| @article{ 10.1109/HICSS.2005.576, author = {James Allan and Stephen Harding and David Fisher and Alvaro Bolivar and Sergio Guzman-Lara and Peter Amstutz}, title = {Taking Topic Detection From Evaluation to Practice}, journal ={2013 46th Hawaii International Conference on System Sciences}, volume = {4}, year = {2005}, issn = {1530-1605}, pages = {101a}, doi = {http://doi.ieeecomputersociety.org/10.1109/HICSS.2005.576}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, } | |||
| RefWorks Procite/RefMan/Endnote | x | ||
| TY - CONF JO - 2013 46th Hawaii International Conference on System Sciences TI - Taking Topic Detection From Evaluation to Practice SN - 1530-1605 SP EP A1 - James Allan, A1 - Stephen Harding, A1 - David Fisher, A1 - Alvaro Bolivar, A1 - Sergio Guzman-Lara, A1 - Peter Amstutz, PY - 2005 KW - null VL - 4 JA - 2013 46th Hawaii International Conference on System Sciences ER - | |||
The Topic Detection and Tracking (TDT) research community investigates information retrieval methods for organizing a constantly arriving stream of news articles by the events that they discuss. Our best system for the open evaluations of TDT has used an approach that turned out to be problematic when the cluster detection technology was deployed in a real world setting. To avoid generating "garbage" clusters, we had to revert to a different approach and to explore engineering solutions that were not motivated by the model. Our experiences also led us to propose extensions to the formal TDT evaluation.
Citation:
James Allan, Stephen Harding, David Fisher, Alvaro Bolivar, Sergio Guzman-Lara, Peter Amstutz, "Taking Topic Detection From Evaluation to Practice," hicss, vol. 4, pp.101a, Proceedings of the 38th Annual Hawaii International Conference on System Sciences (HICSS'05) - Track 4, 2005
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