A study of retrospective and on-line event detection

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A study of retrospective and on-line event detection

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Annual ACM Conference on Research and Development in Information Retrieval archive
Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval table of contents

Melbourne, Australia

Pages: 28 - 36

Year of Publication: 1998

ISBN:1-58113-015-5

Authors

Yiming Yang	School of Computer Science, Carnegie Mellon University, Pittsburgh, PA
Tom Pierce	School of Computer Science, Carnegie Mellon University, Pittsburgh, PA
Jaime Carbonell	School of Computer Science, Carnegie Mellon University, Pittsburgh, PA

Sponsors

University of Melbourne : University of Melbourne
SIGIR: ACM Special Interest Group on Information Retrieval

Publisher

ACM New York, NY, USA

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Downloads (6 Weeks): 22, Downloads (12 Months): 197, Citation Count: 76

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REFERENCES

Note: OCR errors may be found in this Reference List extracted from the full text article. ACM has opted to expose the complete List rather than only correct and linked references.

	1	Jamie Callan, Document filtering with inference networks, Proceedings of the 19th annual international ACM SIGIR conference on Research and development in information retrieval, p.262-269, August 18-22, 1996, Zurich, Switzerland [doi>10.1145/243199.243273]
	2	J.G. Carbonell, J. Goldstein, and Y. Geng. Automated query-relevant summarization and diversitybased reranking. In Proceedings of the IJCAI-97 workshop on AI in Digital Libraries, Nagoya, Japan, 1997.
	3	Douglass R. Cutting , David R. Karger , Jan O. Pedersen , John W. Tukey, Scatter/Gather: a cluster-based approach to browsing large document collections, Proceedings of the 15th annual international ACM SIGIR conference on Research and development in information retrieval, p.318-329, June 21-24, 1992, Copenhagen, Denmark [doi>10.1145/133160.133214]
	4	Tomás Feder , Daniel Greene, Optimal algorithms for approximate clustering, Proceedings of the twentieth annual ACM symposium on Theory of computing, p.434-444, May 02-04, 1988, Chicago, Illinois, United States [doi>10.1145/62212.62255]
	5	Gerard Salton, Automatic text processing: the transformation, analysis, and retrieval of information by computer, Addison-Wesley Longman Publishing Co., Inc., Boston, MA, 1989
	6	R. H. Thompson , W. B. Croft, Support for browsing in an intelligent text retrieval system, International Journal of Man-Machine Studies, v.30 n.6, p.639-668, June 1989
	7	C. J. Van Rijsbergen, Information Retrieval, Butterworth-Heinemann, Newton, MA, 1979
	8	Ellen M Voorhees, Implementing agglomerative hierarchic clustering algorithms for use in document retrieval, Information Processing and Management: an International Journal, v.22 n.6, p.465-476, Dec. 1986 [doi>10.1016/0306-4573(86)90097-X]
	9	Peter Willett, Recent trends in hierarchic document clustering: a critical review, Information Processing and Management: an International Journal, v.24 n.5, p.577-597, 1988 [doi>10.1016/0306-4573(88)90027-1]
	10	Y. Yang, J.G. Carbonell, J. Allan, and J. Yamron. Topic detection and tracking: Detection-task. In Proceedings of the Workshop of Topic Detection and Tracking, 1997.

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	Hsin-Hsi Chen , Lun-Wei Ku, An NLP & IR approach to topic detection, Topic detection and tracking: event-based information organization, Kluwer Academic Publishers, Norwell, MA, 2002
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	Thorsten Brants , Francine Chen, A System for new event detection, Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval, July 28-August 01, 2003, Toronto, Canada
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