Reexamining the cluster hypothesis

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Reexamining the cluster hypothesis: scatter/gather on retrieval results

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Annual ACM Conference on Research and Development in Information Retrieval archive
Proceedings of the 19th annual international ACM SIGIR conference on Research and development in information retrieval table of contents

Zurich, Switzerland

Pages: 76 - 84

Year of Publication: 1996

ISBN:0-89791-792-8

Authors

Marti A. Hearst	Xerox Palo Alto Research Center, 3333 Coyote Hill Rd, Palo Alto, CA
Jan O. Pedersen	Xerox Palo Alto Research Center, 3333 Coyote Hill Rd, Palo Alto, CA

Sponsor

SIGIR: ACM Special Interest Group on Information Retrieval

Publisher

ACM New York, NY, USA

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Downloads (6 Weeks): 30, Downloads (12 Months): 244, Citation Count: 161

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REFERENCES

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	1	Matthew Chalmers , Paul Chitson, Bead: explorations in information visualization, Proceedings of the 15th annual international ACM SIGIR conference on Research and development in information retrieval, p.330-337, June 21-24, 1992, Copenhagen, Denmark [doi>10.1145/133160.133215]
	2	A. Courtney, W. Janssen, D. Severson, M. Spreitzer, and F. Wymor. Inter-Language Unification, release 1.5. Xerox PARC, 1994. ftp://ftp.parc.xerox.com/pub/ilu/ilu.html.
	3	W.B. Croft. A model of cluster searching based on classification. Information Systems, 5:189-195, 1980.
	4	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]
	5	Douglass R. Cutting , David R. Karger , Jan O. Pedersen, Constant interaction-time scatter/gather browsing of very large document collections, Proceedings of the 16th annual international ACM SIGIR conference on Research and development in information retrieval, p.126-134, June 27-July 01, 1993, Pittsburgh, Pennsylvania, United States [doi>10.1145/160688.160706]
	6	Douglass R. Cutting, Jan O. Pedersen, and Per- Kristian Halvorsen. An object-oriented architecture for text retrieval. In Conference Proceedings of RIA 0'91, Intelligent Text and Image Handling, Barcelona, Spain, pages 285-298, April 1991. Also available as Xerox PARC technical report SSL-90-83.
	7	Richard H. Fowler , Wendy A. L. Fowler , Bradley A. Wilson, Integrating query thesaurus, and documents through a common visual representation, Proceedings of the 14th annual international ACM SIGIR conference on Research and development in information retrieval, p.142-151, October 13-16, 1991, Chicago, Illinois, United States [doi>10.1145/122860.122874]
	8	A. Griffiths, H.C. Luckhurst, and P. Willett. Using inter-document similarity information in document retrieval systems. Journal of the American Society for Information Science, 37:3-11, 1986.
	9	Donna Harman, editor. Proceedings of the Third Text Retrieval Conference TREC-3. National Institute of Standards and Technology Special Publication 500-225, 1995.
	10	Mufti Hearst, Jan Pedersen, Peter Pirolli, Hinrich Schfietze, Gregory Grefenstette, and David Hull. Four TREC-4 Tracks: the Xerox site report. In Donna Hatman, editor, Proceedings of the Fourth Text Retrieval Conference TREC-4. National Institute of Standards and Technology Special Publication, 1996. (to appear).
	11	Mufti A. Hearst, , David Karger, and Jan O. Pedersen. Scatter/gather as a tool for the navigation of retrieval results. In Robin Burke, editor, Working Notes of the AAAI Fall Symposium on AI Applications in Knowledge Navigation and Retrieval, Cambridge, MA, November 1995. AAAI.
	12	Marti A. Hearst, TileBars: visualization of term distribution information in full text information access, Proceedings of the SIGCHI conference on Human factors in computing systems, p.59-66, May 07-11, 1995, Denver, Colorado, United States [doi>10.1145/223904.223912]
	13	N. Jardine and C.J. van Rijsbergen. The use of hierarchical clustering in information retrieval. Information Storage and Retrieval, 7:217-240, 1971.
	14	Robert R. Korfhage, To see, or not to see— is That the query?, Proceedings of the 14th annual international ACM SIGIR conference on Research and development in information retrieval, p.134-141, October 13-16, 1991, Chicago, Illinois, United States [doi>10.1145/122860.122873]
	15	Ray R. Larson. Experiments in automatic library of congress classification. Journal of the American Society for Information Science, 43(2):130-148, 1992.
	16	Don Libes. expect: Curing those uncontrollable fits of interaction. In Proceedings of the Summer 1990 USENIX Conference, Anaheim, CA, June 1990.
	17	John Ousterhout. An Xll toolkit based on the Tel language. In Proceedings of the Winter 1991 USENIX Conference, pages 105-115, Dallas, TX, 1991.
	18	Peter Pirolli , Patricia Schank , Marti Hearst , Christine Diehl, Scatter/gather browsing communicates the topic structure of a very large text collection, Proceedings of the SIGCHI conference on Human factors in computing systems: common ground, p.213-220, April 13-18, 1996, Vancouver, British Columbia, Canada [doi>10.1145/238386.238489]
	19	G. Salton. Cluster search strategies and the optimization of retrieval effectiveness. In G. Salton, editor, The SMART Retrieval System, pages 223-242. Prentice- Hall, Englewood Cliffs, N.J., 1971.
	20	Gerard Salton, Automatic text processing: the transformation, analysis, and retrieval of information by computer, Addison-Wesley Longman Publishing Co., Inc., Boston, MA, 1989
	21	Anselm Spoerri, InfoCrystal: a visual tool for information retrieval & management, Proceedings of the second international conference on Information and knowledge management, p.11-20, November 01-05, 1993, Washington, D.C., United States [doi>10.1145/170088.170095]
	22	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
	23	C. J. Van Rijsbergen, Information Retrieval, Butterworth-Heinemann, Newton, MA, 1979
	24	Ellen M. Voorhees, The cluster hypothesis revisited, Proceedings of the 8th annual international ACM SIGIR conference on Research and development in information retrieval, p.188-196, June 05-07, 1985, Montreal, Quebec, Canada [doi>10.1145/253495.253524]
	25	Ellen M. Voorhees, Narenda K. Gupta, and Ben Johnson-Laird. The collection fusion problem. In Donna Harman, editor, Proceedings of the Third Text Retrieval Conlerence TREC-3, pages 95-104. National Institute of Standards and Technology Special Publication 500-225, 1995.
	26	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]
	27	S. Worona. Query clustering in a large document space. In G. Salton, editor, The SMART Retrieval System, pages 298-310. Prentice-Hall, Englewood Cliffs, N.J., 1971.

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	Anton Leouski , James Allan, Visual interactions with a multidimensional ranked list, Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval, p.353-354, August 24-28, 1998, Melbourne, Australia
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	Fabio Crestani , Shengli Wu, Testing the cluster hypothesis in distributed information retrieval, Information Processing and Management: an International Journal, v.42 n.5, p.1137-1150, September 2006
	Li Zhang , Tao Li , Shixia Liu , Yue Pan, An integrated system for building enterprise taxonomies, Information Retrieval, v.10 n.4-5, p.365-391, October 2007
	Oren Kurland , Carmel Domshlak, A rank-aggregation approach to searching for optimal query-specific clusters, Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval, July 20-24, 2008, Singapore, Singapore
	P. Ferragina , A. Gulli, A personalized search engine based on Web-snippet hierarchical clustering, Software—Practice & Experience, v.38 n.2, p.189-225, February 2008
	Michael Smullen , Colm O'Riordan, An attempt to enhance performance in user session based information retrieval, Artificial Intelligence Review, v.26 n.1-2, p.11-21, October 2006
	Tao Li , Shenghuo Zhu , Mitsunori Ogihara, Hierarchical document classification using automatically generated hierarchy, Journal of Intelligent Information Systems, v.29 n.2, p.211-230, October 2007
	David J. Harper , Diane Kelly, Contextual relevance feedback, Proceedings of the 1st international conference on Information interaction in context, October 18-20, 2006, Copenhagen, Denmark
	Hideo Joho , Joemon M. Jose, Slicing and dicing the information space using local contexts, Proceedings of the 1st international conference on Information interaction in context, October 18-20, 2006, Copenhagen, Denmark
	Nicolas Bonnel , Vincent Lemaire , Alexandre Cotarmanac'h , Annie Morin, Effective organization and visualization of web search results, Proceedings of the 24th IASTED international conference on Internet and multimedia systems and applications, p.209-216, February 13-15, 2006, Innsbruck, Austria
	Jimmy Lin , Philip Wu , Dina Demner-Fushman , Eileen Abels, Exploring the limits of single-iteration clarification dialogs, Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval, August 06-11, 2006, Seattle, Washington, USA
	Mark D. Smucker , James Allan, Find-similar: similarity browsing as a search tool, Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval, August 06-11, 2006, Seattle, Washington, USA
	Illhoi Yoo , Xiaohua Hu, A comprehensive comparison study of document clustering for a biomedical digital library MEDLINE, Proceedings of the 6th ACM/IEEE-CS joint conference on Digital libraries, June 11-15, 2006, Chapel Hill, NC, USA
	Filippo Geraci , Marco Pellegrini , Paolo Pisati , Fabrizio Sebastiani, A scalable algorithm for high-quality clustering of web snippets, Proceedings of the 2006 ACM symposium on Applied computing, April 23-27, 2006, Dijon, France
	Oren Kurland , Lillian Lee, Respect my authority!: HITS without hyperlinks, utilizing cluster-based language models, Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval, August 06-11, 2006, Seattle, Washington, USA
	Bill Kules , Jack Kustanowitz , Ben Shneiderman, Categorizing web search results into meaningful and stable categories using fast-feature techniques, Proceedings of the 6th ACM/IEEE-CS joint conference on Digital libraries, June 11-15, 2006, Chapel Hill, NC, USA
	Feng Jing , Changhu Wang , Yuhuan Yao , Kefeng Deng , Lei Zhang , Wei-Ying Ma, IGroup: web image search results clustering, Proceedings of the 14th annual ACM international conference on Multimedia, October 23-27, 2006, Santa Barbara, CA, USA
	Harksoo Kim , Hyunjung Lee , Jungyun Seo, A reliable FAQ retrieval system using a query log classification technique based on latent semantic analysis, Information Processing and Management: an International Journal, v.43 n.2, p.420-430, March 2007
	Zan Huang , Hsinchun Chen , Fei Guo , Jennifer J. Xu , Soushan Wu , Wun-Hwa Chen, Expertise visualization: an implementation and study based on cognitive fit theory, Decision Support Systems, v.42 n.3, p.1539-1557, December 2006
	David Schuff , Ozgur Turetken , John D'Arcy, A multi-attribute, multi-weight clustering approach to managing ";e-mail overload", Decision Support Systems, v.42 n.3, p.1350-1365, December 2006
	Yilu Zhou , Jialun Qin , Hsinchun Chen, CMedPort: an integrated approach to facilitating Chinese medical information seeking, Decision Support Systems, v.42 n.3, p.1431-1448, December 2006
	In-Su Kang , Seung-Hoon Na , Jungi Kim , Jong-Hyeok Lee, Cluster-based patent retrieval, Information Processing and Management: an International Journal, v.43 n.5, p.1173-1182, September, 2007
	Dina Demner-Fushman , Jimmy Lin, Answer extraction, semantic clustering, and extractive summarization for clinical question answering, Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the ACL, p.841-848, July 17-18, 2006, Sydney, Australia
	Hady W. Lauw , Ee-Peng Lim , HweeHwa Pang, TUBE (Text-cUBE) for discovering documentary evidence of associations among entities, Proceedings of the 2007 ACM symposium on Applied computing, March 11-15, 2007, Seoul, Korea
	Wisam Dakka , Luis Gravano, Efficient summarization-aware search for online news articles, Proceedings of the 2007 conference on Digital libraries, June 18-23, 2007, Vancouver, BC, Canada
	Michael Chen , Marti Hearsty , Jason Hong , James Lin, Cha-Cha: a system for organizing intranet search results, Proceedings of the 2nd conference on USENIX Symposium on Internet Technologies and Systems, p.5-5, October 11-14, 1999, Boulder, Colorado
	Sherry Koshman , Amanda Spink , Bernard J. Jansen, Web searching on the Vivisimo search engine, Journal of the American Society for Information Science and Technology, v.57 n.14, p.1875-1887, December 2006
	I-Jen Chiang, Discover the semantic topology in high-dimensional data, Expert Systems with Applications: An International Journal, v.33 n.1, p.256-262, July, 2007
	A. A. Lopes , R. Pinho , F. V. Paulovich , R. Minghim, Visual text mining using association rules, Computers and Graphics, v.31 n.3, p.316-326, June, 2007
	Giansalvatore Mecca , Salvatore Raunich , Alessandro Pappalardo, A new algorithm for clustering search results, Data & Knowledge Engineering, v.62 n.3, p.504-522, September, 2007
	Xuanhui Wang , Hui Fang , ChengXiang Zhai, A study of methods for negative relevance feedback, Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval, July 20-24, 2008, Singapore, Singapore
	Vera Hollink , Maarten Someren , Bob J. Wielinga, Navigation behavior models for link structure optimization, User Modeling and User-Adapted Interaction, v.17 n.4, p.339-377, September 2007
	Hideo Joho , Joemon M. Jose, Effectiveness of additional representations for the search result presentation on the web, Information Processing and Management: an International Journal, v.44 n.1, p.226-241, January, 2008
	Jing Zhao , Jing He, Learning to Generate Labels for Organizing Search Results from a Domain-Specified Corpus, Proceedings of the 2006 IEEE/WIC/ACM International Conference on Web Intelligence, p.390-396, December 18-22, 2006
	Rie Ando , Branimir Boguraev , Roy Byrd , Mary Neff, Visualization-enabled multi-document summarization by Iterative Residual Rescaling, Natural Language Engineering, v.11 n.1, p.67-86, March 2005
	Anton Leuski , James Allan, Interactive Information Retrieval Using Clustering and Spatial Proximity, User Modeling and User-Adapted Interaction, v.14 n.2-3, p.259-288, June 2004
	Ozgur Turetken , Ramesh Sharda, Clustering-Based Visual Interfaces for Presentation of Web Search Results: An Empirical Investigation, Information Systems Frontiers, v.7 n.3, p.273-297, July 2005
	Jimmy Lin , Michael DiCuccio , Vahan Grigoryan , W. John Wilbur, Navigating information spaces: A case study of related article search in PubMed, Information Processing and Management: an International Journal, v.44 n.5, p.1771-1783, September, 2008
	Daniel Ramage , Paul Heymann , Christopher D. Manning , Hector Garcia-Molina, Clustering the tagged web, Proceedings of the Second ACM International Conference on Web Search and Data Mining, February 09-12, 2009, Barcelona, Spain
	Xu Ling , Jing Jiang , Xin He , Qiaozhu Mei , Chengxiang Zhai , Bruce Schatz, Generating gene summaries from biomedical literature: A study of semi-structured summarization, Information Processing and Management: an International Journal, v.43 n.6, p.1777-1791, November, 2007
	Xuanhui Wang , ChengXiang Zhai, Learn from web search logs to organize search results, Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval, July 23-27, 2007, Amsterdam, The Netherlands
	Xiaojun Wan , Jianwu Yang , Jianguo Xiao, Towards a unified approach to document similarity search using manifold-ranking of blocks, Information Processing and Management: an International Journal, v.44 n.3, p.1032-1048, May, 2008
	Xu Ling , Qiaozhu Mei , ChengXiang Zhai , Bruce Schatz, Mining multi-faceted overviews of arbitrary topics in a text collection, Proceeding of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining, August 24-27, 2008, Las Vegas, Nevada, USA
	Francesco Bonchi , Carlos Castillo , Debora Donato , Aristides Gionis, Topical query decomposition, Proceeding of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining, August 24-27, 2008, Las Vegas, Nevada, USA
	Gloria Bordogna , Alessandro Campi , Giuseppe Psaila , Stefania Ronchi, A language for manipulating clustered web documents results, Proceeding of the 17th ACM conference on Information and knowledge management, October 26-30, 2008, Napa Valley, California, USA
	Oren Kurland, The opposite of smoothing: a language model approach to ranking query-specific document clusters, Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval, July 20-24, 2008, Singapore, Singapore
	Gang Luo , Chunqiang Tang , Hao Yang , Xing Wei, MedSearch: a specialized search engine for medical information retrieval, Proceeding of the 17th ACM conference on Information and knowledge management, October 26-30, 2008, Napa Valley, California, USA
	Joemon M. Jose , Hideo Joho , C. J. van Rijsbergen, Editorial: Adaptive information retrieval: Introduction to the special topic issue of information processing and management, Information Processing and Management: an International Journal, v.44 n.6, p.1819-1821, November, 2008
	Jimmy Lin , Philip Wu , Eileen Abels, Toward automatic facet analysis and need negotiation: Lessons from mediated search, ACM Transactions on Information Systems (TOIS), v.27 n.1, p.1-42, December 2008
	Songhua Xu , Tao Jin , Francis C. M. Lau, A new visual search interface for web browsing, Proceedings of the Second ACM International Conference on Web Search and Data Mining, February 09-12, 2009, Barcelona, Spain
	Gloria Bordogna , Alessandro Campi , Giuseppe Psaila , Stefania Ronchi, An interaction framework for mobile web search, Proceedings of the 6th International Conference on Advances in Mobile Computing and Multimedia, November 24-26, 2008, Linz, Austria
	Ruihua Song , Zhenxiao Luo , Jian-Yun Nie , Yong Yu , Hsiao-Wuen Hon, Identification of ambiguous queries in web search, Information Processing and Management: an International Journal, v.45 n.2, p.216-229, March, 2009
	Jongwuk Lee , Seung-won Hwang , Zaiqing Nie , Ji-Rong Wen, Query result clustering for object-level search, Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining, June 28-July 01, 2009, Paris, France
	Ok-Ran Jeong , Eunseok Lee , Won Kim, Refining search results using a mining framework, Expert Systems with Applications: An International Journal, v.36 n.8, p.11204-11210, October, 2009
	Nattakarn Ratprasartporn , Jonathan Po , Ali Cakmak , Sulieman Bani-Ahmad , Gultekin Ozsoyoglu, Context-based literature digital collection search, The VLDB Journal — The International Journal on Very Large Data Bases, v.18 n.1, p.277-301, January 2009
	Hiroyuki Shinnou , Minoru Sasaki, Ensemble document clustering using weighted hypergraph generated by NMF, Proceedings of the 45th Annual Meeting of the ACL on Interactive Poster and Demonstration Sessions, June 25-27, 2007, Prague, Czech Republic
	Oren Kurland , Lillian Lee, Clusters, language models, and ad hoc information retrieval, ACM Transactions on Information Systems (TOIS), v.27 n.3, p.1-39, May 2009
	Patricio Galeas , Ralph Kretschmer , Bernd Freisleben, Document relevance assessment via term distribution analysis using fourier series expansion, Proceedings of the 9th ACM/IEEE-CS joint conference on Digital libraries, June 15-19, 2009, Austin, TX, USA
	Claudio Carpineto , Stanislaw Osiński , Giovanni Romano , Dawid Weiss, A survey of Web clustering engines, ACM Computing Surveys (CSUR), v.41 n.3, p.1-38, July 2009
	Weimao Ke , Cassidy R. Sugimoto , Javed Mostafa, Dynamicity vs. effectiveness: studying online clustering for scatter/gather, Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval, July 19-23, 2009, Boston, MA, USA
	Oren Kurland, Re-ranking search results using language models of query-specific clusters, Information Retrieval, v.12 n.4, p.437-460, August 2009
	Ron Bekkerman , Shlomo Zilberstein , James Allan, Web page clustering using heuristic search in the web graph, Proceedings of the 20th international joint conference on Artifical intelligence, p.2280-2285, January 06-12, 2007, Hyderabad, India