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Clustering versus faceted categories for information exploration

by: Marti A. Hearst

In: Commun. ACM, Vol. 49, Nr. 4 New York, NY, USA: ACM (2006) , p. 59--61.

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URL:	http://portal.acm.org/citation.cfm?id=1121949.1121983&coll=portal&dl=ACM&CFID=57754989&CFTOKEN=14578099
DOI:	10.1145/1121949.1121983

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Clustering versus faceted categories for information exploration

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														<SPAN class="mediumb-text">Communications of the ACM </span>
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															 <span class="small-text"> Volume 49 ,&nbsp; Issue 4 &nbsp;(April 2006)</span>
															 					  <a href="toc.cfm?id=1121949&type=issue&coll=portal&dl=ACM&CFID=57754989&CFTOKEN=14578099" target="_self" class="small-link-text">table of contents</a><br>
																				  <span class="small-text"> Supporting exploratory search</span>

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			 	SPECIAL ISSUE: Supporting exploratory search
				
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				 Pages: 59 - 61&nbsp;&nbsp;
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					Year of Publication:&nbsp;2006
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					ISSN:0001-0782
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									  	<a href="author_page.cfm?id=81100612246&coll=portal&dl=ACM&trk=0&CFID=57754989&CFTOKEN=14578099" target="_self">Marti A. Hearst</a>

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										<small>&nbsp;University of California, Berkeley</small>
										
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							<td valign="top"> &nbsp;</td>
							<td>
								<div class="abstract">
									3
								</div>
							</td>
							<td>
								<div class="abstract">
									 
									Kleiboemer, A.J., Lazear, M.B., and Pedersen, J.O. Tailoring a retrieval system for na&#239;ve users. In Proceedings of the 5th Annual Symposium on Document Analysis and Information Retrieval (Las Vegas, NV, 1996)

</div>
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							<td valign="top"> &nbsp;</td>
							<td>
								<div class="abstract">
									4
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							</td>
							<td>
								<div class="abstract">
									 
										
										<a href="citation.cfm?id=315232&dl=ACM&coll=portal&CFID=57754989&CFTOKEN=14578099">
									
									Wanda Pratt , Marti A. Hearst , Lawrence M. Fagan, A knowledge-based approach to organizing retrieved documents, Proceedings of the sixteenth national conference on Artificial intelligence and the eleventh Innovative applications of artificial intelligence conference innovative applications of artificial intelligence, p.80-85, July 18-22, 1999, Orlando, Florida, United States
									</a>

</div>
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							<td valign="top"> <img src="http://portal.acm.org/images/ACM_mini.jpg" width="25" height="24" alt="" vspace="0" border="0" align="top"></td>
							<td>
								<div class="abstract">
									5
								</div>
							</td>
							<td>
								<div class="abstract">
									 
										
										<a href="citation.cfm?id=365097&dl=ACM&coll=portal&CFID=57754989&CFTOKEN=14578099">
									
									Kerry Rodden , Wojciech Basalaj , David Sinclair , Kenneth Wood, Does organisation by similarity assist image browsing?, Proceedings of the SIGCHI conference on Human factors in computing systems, p.190-197, March 2001, Seattle, Washington, United States
									</a>

&nbsp;[doi><a href="http://doi.acm.org/10.1145/365024.365097">10.1145/365024.365097</a>]									
								</div>
							</td>
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							<td valign="top"> &nbsp;</td>
							<td>
								<div class="abstract">
									6
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							</td>
							<td>
								<div class="abstract">
									 
									Stoica, E. and Hearst, M. Nearly automated metadata hierarchy creation. In HLT-NAACL `04, Companion Volume, 2004.

</div>
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							<td>
								<div class="abstract">
									7
								</div>
							</td>
							<td>
								<div class="abstract">
									 
										
										<a href="citation.cfm?id=642681&dl=ACM&coll=portal&CFID=57754989&CFTOKEN=14578099">
									
									Ka-Ping Yee , Kirsten Swearingen , Kevin Li , Marti Hearst, Faceted metadata for image search and browsing, Proceedings of the SIGCHI conference on Human factors in computing systems, April 05-10, 2003, Ft. Lauderdale, Florida, USA
									</a>

&nbsp;[doi><a href="http://doi.acm.org/10.1145/642611.642681">10.1145/642611.642681</a>]									
								</div>
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							<td valign="top"> &nbsp;</td>
							<td>
								<div class="abstract">
									8
								</div>
							</td>
							<td>
								<div class="abstract">
									 
										
										<a href="citation.cfm?id=313054&dl=ACM&coll=portal&CFID=57754989&CFTOKEN=14578099">
									
									Oren Zamir , Oren Etzioni, Grouper: a dynamic clustering interface to Web search results, Proceeding of the eighth international conference on World Wide Web, p.1361-1374, May 1999, Toronto, Canada
									</a>

</div>
							</td>
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				</table>
				
			  
			
			</div>
		
		
		
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						Abebe Rorissa, User-generated descriptions of individual images versus labels of groups of images: A comparison using basic level theory, Information Processing and Management: an International Journal, v.44 n.5, p.1741-1753, September, 2008
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						<a href="citation.cfm?id=1378899&dl=ACM&coll=portal&CFID=57754989&CFTOKEN=14578099">
						Max L. Wilson , m.c. schraefel, A longitudinal study of exploratory and keyword search, Proceedings of the 8th ACM/IEEE-CS joint conference on Digital libraries, June 16-20, 2008, Pittsburgh PA, PA, USA
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						Harris Wu , Mohammad Zubair , Kurt Maly, Collaborative classification of growing collections with evolving facets, Proceedings of the eighteenth conference on Hypertext and hypermedia, September 10-12, 2007, Manchester, UK
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						Ping Wu , Yannis Sismanis , Berthold Reinwald, Towards keyword-driven analytical processing, Proceedings of the 2007 ACM SIGMOD international conference on Management of data, June 11-14, 2007, Beijing, China
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						Robert Capra , Gary Marchionini , Jung Sun Oh , Fred Stutzman , Yan Zhang, Effects of structure and interaction style on distinct search tasks, Proceedings of the 2007 conference on Digital libraries, June 18-23, 2007, Vancouver, BC, Canada
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						Michael G. Christel, Supporting video library exploratory search: when storyboards are not enough, Proceedings of the 2008 international conference on Content-based image and video retrieval, July 07-09, 2008, Niagara Falls, Canada
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						Ryen W. White , Steven M. Drucker , Gary Marchionini , Marti Hearst , m. c. schraefel, Exploratory search and HCI: designing and evaluating interfaces to support exploratory search interaction, CHI '07 extended abstracts on Human factors in computing systems, April 28-May 03, 2007, San Jose, CA, USA
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						Qiaozhu Mei , Xu Ling , Matthew Wondra , Hang Su , ChengXiang Zhai, Topic sentiment mixture: modeling facets and opinions in weblogs, Proceedings of the 16th international conference on World Wide Web, May 08-12, 2007, Banff, Alberta, Canada
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						<a href="citation.cfm?id=1255249&dl=ACM&coll=portal&CFID=57754989&CFTOKEN=14578099">
						David Mimno , Andrew McCallum, Organizing the OCA: learning faceted subjects from a library of digital books, Proceedings of the 2007 conference on Digital libraries, June 18-23, 2007, Vancouver, BC, Canada
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						Susan L. Price , Marianne Lykke Nielsen , Lois M. L. Delcambre , Peter Vedsted, Semantic components enhance retrieval of domain-specific documents, Proceedings of the sixteenth ACM conference on Conference on information and knowledge management, November 06-10, 2007, Lisbon, Portugal
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						Tomi Heimonen , Mika K&#228;ki, Mobile findex: supporting mobile web search with automatic result categories, Proceedings of the 9th international conference on Human computer interaction with mobile devices and services, p.397-404, September 09-12, 2007, Singapore
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						Patricia L. Frontiera, Flamenco + Geo: extending a hierarchical faceted metadata search interface with geographic capabilities, Proceeding of the 2nd international workshop on Geographic information retrieval, October 29-30, 2008, Napa Valley, California, USA
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						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
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						Ivan Berlocher , Kyung-il Lee , Kono Kim, TopicRank: bringing insight to users, Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval, July 20-24, 2008, Singapore, Singapore
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						Mark Sifer , Jian Lin, Refining search results with facet landscapes, Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval, July 20-24, 2008, Singapore, Singapore
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						Suresh Bhavnani , Gavin Clarkson , Matthew Scholl, Collaborative search and sensemaking of patents, CHI '08 extended abstracts on Human factors in computing systems, April 05-10, 2008, Florence, Italy
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						Dikan Xing , Gui-Rong Xue , Qiang Yang , Yong Yu, Deep classifier: automatically categorizing search results into large-scale hierarchies, Proceedings of the international conference on Web search and web data mining, February 11-12, 2008, Palo Alto, California, USA
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						Max Van Kleek , Michael Bernstein , David R. Karger , mc schraefel, Gui --- phooey!: the case for text input, Proceedings of the 20th annual ACM symposium on User interface software and technology, October 07-10, 2007, Newport, Rhode Island, USA
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						Ofer Bergman , Ruth Beyth-Marom , Rafi Nachmias , Noa Gradovitch , Steve Whittaker, Improved search engines and navigation preference in personal information management, ACM Transactions on Information Systems (TOIS), v.26 n.4, p.1-24, September 2008
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						Andrea Wei-Ching Huang , Tyng-Ruey Chuang, Social tagging, online communication, and Peircean semiotics: a conceptual framework, Journal of Information Science, v.35 n.3, p.340-357, June      2009
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						William Pike , Joe Bruce , Bob Baddeley , Daniel Best , Lyndsey Franklin , Richard May , Douglas Rice , Rick Riensche , Katarina Younkin, The scalable reasoning system: lightweight visualization for distributed analytics, Information Visualization, v.8 n.1, p.71-84, January 2009
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						Susan L. Price , Marianne Lykke Nielsen , Lois M. L. Delcambre , Peter Vedsted , Jeremy Steinhauer, Using semantic components to search for domain-specific documents: An evaluation from the system perspective and the user perspective, Information Systems, v.34 n.8, p.778-806, December, 2009
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			</div>

<br>
			<div class="indterms">
			
			<A HREF="citation.cfm?id=1121949.1121983&coll=portal&dl=ACM&CFID=57754989&CFTOKEN=14578099#CIT"><img name="top" src="http://portal.acm.org/images/arrowu.gif" hspace="10" border="0"></A><SPAN class=heading><A NAME="IndexTerms">INDEX TERMS</A></span>
			
				
					<p class="Categories">
						<SPAN class=heading><A NAME="GenTerms">Primary Classification:</A></span>
						
						  	
						
						
						
							<br>&nbsp;
							
							
								  
									
									
									
									<b>H.</b>
									
									
									
									<a href="results.cfm?query=PrimaryCCS%3AH&querydisp=PrimaryCCS%3AH&termshow=matchboolean&coll=portal&dl=ACM&CFID=57754989&CFTOKEN=14578099" target="_self">
									
									Information Systems</a><br>
								  
							
								  
									
									
										&nbsp;
									
									
										<img src="http://portal.acm.org/images/tree.gif" border="0" height="20" width="20">
									
									<b>H.2</b>
									
									
									
									<a href="results.cfm?query=PrimaryCCS%3AH2&querydisp=PrimaryCCS%3AH2&termshow=matchboolean&coll=portal&dl=ACM&CFID=57754989&CFTOKEN=14578099" target="_self">
									
									 DATABASE MANAGEMENT</a><br>
								  
							
								  
									
									
										&nbsp;
									
										&nbsp;
									
										&nbsp;
									
									
										<img src="http://portal.acm.org/images/tree.gif" border="0" height="20" width="20">
									
									<b>H.2.3</b>
									
									
									
									<a href="results.cfm?query=PrimaryCCS%3AH23&querydisp=PrimaryCCS%3AH23&termshow=matchboolean&coll=portal&dl=ACM&CFID=57754989&CFTOKEN=14578099" target="_self">
									
									 Languages</a><br>
								  
							
						
					 </p>
				  
				
				  <p class="Categories">
					<SPAN class=heading><A NAME="GenTerms">Additional&nbsp;Classification:</A></span>
					 
					  	
					 
					 
					
							<br>&nbsp;
							
							
								 
									
									
									 
									<b>H.</b>

Information Systems</a><br>
								 
							
								 
									
									
										&nbsp;
									
									
										<img src="http://portal.acm.org/images/tree.gif" border="0" height="20" width="20">
									 
									<b>H.1</b>

MODELS AND PRINCIPLES</a><br>
								 
							
								 
									
									
										&nbsp;
									
										&nbsp;
									
										&nbsp;
									
									
										<img src="http://portal.acm.org/images/tree.gif" border="0" height="20" width="20">
									 
									<b>H.1.2</b>

User/Machine Systems</a><br>
								 
							
								 
									
									
										&nbsp;
									
									
										<img src="http://portal.acm.org/images/tree.gif" border="0" height="20" width="20">
									 
									<b>H.2</b>

DATABASE MANAGEMENT</a><br>
								 
							
								 
									
									
										&nbsp;
									
										&nbsp;
									
										&nbsp;
									
									
										<img src="http://portal.acm.org/images/tree.gif" border="0" height="20" width="20">
									 
									<b>H.2.1</b>

Logical Design</a><br>
								 
							
								 
									
									
										&nbsp;
									
									
										<img src="http://portal.acm.org/images/tree.gif" border="0" height="20" width="20">
									 
									<b>H.3</b>

INFORMATION STORAGE AND RETRIEVAL</a><br>
								 
							
								 
									
									
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										&nbsp;
									
										&nbsp;
									
									
										<img src="http://portal.acm.org/images/tree.gif" border="0" height="20" width="20">
									 
									<b>H.3.3</b>

Information Search and Retrieval</a><br>
								 
							
								 
									
									
										&nbsp;
									
									
										<img src="http://portal.acm.org/images/tree.gif" border="0" height="20" width="20">
									 
									<b>H.5</b>

INFORMATION INTERFACES AND PRESENTATION (I.7)</a><br>
								 
							
								 
									
									
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										&nbsp;
									
										&nbsp;
									
									
										<img src="http://portal.acm.org/images/tree.gif" border="0" height="20" width="20">
									 
									<b>H.5.2</b>

User Interfaces (D.2.2, H.1.2, I.3.6)</a><br>

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							  	Marti A. Hearst: <a href="author_page.cfm?id=81100612246&dsp=coll&coll=portal&dl=ACM&trk=1&CFID=57754989&CFTOKEN=14578099" target="_self">colleagues</a>
							
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</html>},
  added-at = {2009-10-22T14:54:42.000+0200},
  address = {New York, NY, USA},
  author = {Hearst, Marti A.},
  biburl = {http://www.bibsonomy.org/bibtex/284422aadd9c4aa0b8a06d7c62806a105/ewomant},
  description = {Clustering versus faceted categories for information exploration},
  doi = {http://doi.acm.org/10.1145/1121949.1121983},
  interhash = {85cbe3eb5c0b02339137fbb51650fbb2},
  intrahash = {84422aadd9c4aa0b8a06d7c62806a105},
  issn = {0001-0782},
  journal = {Commun. ACM},
  keywords = {facets ia information_retrieval navigation},
  number = 4,
  pages = {59--61},
  publisher = {ACM},
  timestamp = {2009-10-22T14:54:42.000+0200},
  title = {Clustering versus faceted categories for information exploration},
  url = {http://portal.acm.org/citation.cfm?id=1121949.1121983&coll=portal&dl=ACM&CFID=57754989&CFTOKEN=14578099},
  volume = 49,
  year = 2006
}

Endnote record

%0 Journal Article
%1 1121983
%A Hearst, Marti A.
%C New York, NY, USA
%D 2006
%I ACM
%J Commun. ACM
%K 
%N 4
%P 59--61
%T Clustering versus faceted categories for information exploration
%R http://doi.acm.org/10.1145/1121949.1121983
%U http://portal.acm.org/citation.cfm?id=1121949.1121983&coll=portal&dl=ACM&CFID=57754989&CFTOKEN=14578099
%V 49
%X

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									7
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								<div class="abstract">
									 
										
										<a href="citation.cfm?id=642681&dl=ACM&coll=portal&CFID=57754989&CFTOKEN=14578099">
									
									Ka-Ping Yee , Kirsten Swearingen , Kevin Li , Marti Hearst, Faceted metadata for image search and browsing, Proceedings of the SIGCHI conference on Human factors in computing systems, April 05-10, 2003, Ft. Lauderdale, Florida, USA
									</a>

User Interfaces (D.2.2, H.1.2, I.3.6)</a><br>

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Clustering versus faceted categories for information exploration

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