<rdf:RDF xmlns:community="http://www.bibsonomy.org/ontologies/2008/05/community#" xmlns:foaf="http://xmlns.com/foaf/0.1/" xmlns:owl="http://www.w3.org/2002/07/owl#" xmlns:admin="http://webns.net/mvcb/" xmlns:content="http://purl.org/rss/1.0/modules/content/" xmlns:syn="http://purl.org/rss/1.0/modules/syndication/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:taxo="http://purl.org/rss/1.0/modules/taxonomy/" xmlns:cc="http://web.resource.org/cc/" xmlns:xsd="http://www.w3.org/2001/XMLSchema#" xmlns:swrc="http://swrc.ontoware.org/ontology#" xmlns:rdfs="http://www.w3.org/2000/01/rdf-schema#" xmlns="http://purl.org/rss/1.0/" xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#" xml:base="http://www.bibsonomy.org/tag/community"><owl:Ontology rdf:about=""><rdfs:comment>BibSonomy publications for /tag/community</rdfs:comment><owl:imports rdf:resource="http://swrc.ontoware.org/ontology/portal"/></owl:Ontology><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/20f45e870093c053e6f41f54c14bda46b/folke"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/20f45e870093c053e6f41f54c14bda46b/folke"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><swrc:date>Mon Jan 30 09:27:21 CET 2012</swrc:date><swrc:booktitle>Analysis of Social Media and Ubiquitous Data</swrc:booktitle><swrc:series>LNAI</swrc:series><swrc:title>{Community Assessment using Evidence Networks}</swrc:title><swrc:volume>6904</swrc:volume><swrc:year>2011</swrc:year><swrc:keywords>2011 assessment community myown </swrc:keywords><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Folke Mitzlaff"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Martin Atzmueller"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Dominik Benz"/></rdf:_3><rdf:_4><swrc:Person swrc:name="Andreas Hotho"/></rdf:_4><rdf:_5><swrc:Person swrc:name="Gerd Stumme"/></rdf:_5></rdf:Seq></swrc:author></rdf:Description><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/2395151576fad18ea21383e30c38f4263/muhe"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/2395151576fad18ea21383e30c38f4263/muhe"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#Article"/><swrc:date>Fri Jan 27 14:10:42 CET 2012</swrc:date><swrc:journal>Encyclopedia of Environmental Health</swrc:journal><swrc:pages>53-63</swrc:pages><swrc:title>Air Transportation and Human Health</swrc:title><swrc:year>2011</swrc:year><swrc:keywords>Act; Air Aircraft Airspace Cabin Community Control FAA Noise Project; Quality Redesign Runoff; Waste air emissions; life; of production quality; residents; traffic; </swrc:keywords><swrc:abstract>Recognition of the adverse impact of air transport on the environment
	and on human health is a prerequisite to the mitigation of such impacts.
	Aircraft- and airport-associated vehicular traffic produces noise
	and releases combustion products to the atmosphere including substantial
	quantities of air toxics. The noise adversely impacts health and
	produces annoyance, particularly in residential communities near
	large airports. Waste production and runoff at airports contribute
	to contamination of soil and water. Deterioration of cabin air quality
	via infectious agent or contaminant release from either passengers
	or mechanical systems, though infrequent, can affect crew and passengers.</swrc:abstract><swrc:hasExtraField><swrc:Field swrc:value="Mu" swrc:key="owner"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="B.S. Cohen"/></rdf:_1><rdf:_2><swrc:Person swrc:name="A.L. Bronzaft"/></rdf:_2></rdf:Seq></swrc:author></rdf:Description><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/251a5bdccbce0e0a2b3c882d1570611cc/swalk"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/251a5bdccbce0e0a2b3c882d1570611cc/swalk"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><owl:sameAs rdf:resource="http://dx.doi.org/10.1145/985692.985772"/><swrc:date>Mon Jan 23 09:21:59 CET 2012</swrc:date><swrc:address>New York, NY, USA</swrc:address><swrc:booktitle>CHI &#039;04: Proceedings of the SIGCHI conference on Human factors in computing systems</swrc:booktitle><swrc:pages>631--638</swrc:pages><swrc:publisher><swrc:Organization swrc:name="ACM Press"/></swrc:publisher><swrc:title>Think different: increasing online community participation using uniqueness and group dissimilarity</swrc:title><swrc:year>2004</swrc:year><swrc:keywords>community increasing online participation uniqueness </swrc:keywords><swrc:hasExtraField><swrc:Field swrc:value="2006-08-25 16:26:50" swrc:key="posted-at"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="2" swrc:key="priority"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="1581137028" swrc:key="isbn"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="266130" swrc:key="citeulike-article-id"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="10.1145/985692.985772" swrc:key="doi"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Pamela J. Ludford"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Dan Cosley"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Dan Frankowski"/></rdf:_3><rdf:_4><swrc:Person swrc:name="Loren Terveen"/></rdf:_4></rdf:Seq></swrc:author></rdf:Description><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/2ae7c807644004f3426882e33cf0f73ce/swalk"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/2ae7c807644004f3426882e33cf0f73ce/swalk"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#Book"/><owl:sameAs rdf:resource="http://dx.doi.org/10.1007/11527886\_40"/><swrc:date>Mon Jan 23 09:19:54 CET 2012</swrc:date><swrc:journal>Lecture Notes in Computer Science</swrc:journal><swrc:pages>307--316</swrc:pages><swrc:title>An Economic Model of User Rating in an Online Recommender System</swrc:title><swrc:volume>3538</swrc:volume><swrc:year>2005</swrc:year><swrc:keywords>analysis collaborative community recommender </swrc:keywords><swrc:hasExtraField><swrc:Field swrc:value="2007-02-20 19:04:01" swrc:key="posted-at"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="0" swrc:key="priority"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="781061" swrc:key="citeulike-article-id"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="10.1007/11527886\_40" swrc:key="doi"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Maxwell F. Harper"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Xin Li"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Yan Chen"/></rdf:_3><rdf:_4><swrc:Person swrc:name="Joseph A. Konstan"/></rdf:_4></rdf:Seq></swrc:author></rdf:Description><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/292af5aa943a5b3b9e586637139650c33/enitsirhc"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/292af5aa943a5b3b9e586637139650c33/enitsirhc"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><owl:sameAs rdf:resource="http://www.kooperationssysteme.de/docs/pubs/KochOtt2008-GeNeMe-IdeaMirror.pdf"/><swrc:date>Thu Jan 19 16:04:37 CET 2012</swrc:date><swrc:address>TU Dresden</swrc:address><swrc:booktitle>Virtuelle Organisation und Neue Medien 2008: Workshop Gemeinschaften in Neuen Medien</swrc:booktitle><swrc:pages>241-252</swrc:pages><swrc:title>Idea Mirrors - Einsatz großer Wandbildschirme zur Förderung diskontinuierlicher Innovation in der Softwarebranche</swrc:title><swrc:year>2008</swrc:year><swrc:keywords>enterprise2.0 largescreen communitymirror community ideamirror own awareness cscm ubiquitous socialsoftware innovation </swrc:keywords><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Michael Koch"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Florian Ott"/></rdf:_2></rdf:Seq></swrc:author><swrc:editor><rdf:Seq><rdf:_1><swrc:Person swrc:name="Klaus Meißner"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Martin Engelin"/></rdf:_2></rdf:Seq></swrc:editor></rdf:Description><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/2436434c956e0b059895bc4fe28b58930/enitsirhc"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/2436434c956e0b059895bc4fe28b58930/enitsirhc"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><owl:sameAs rdf:resource="http://www.uni-kassel.de/fb7/ibwl/leimeister/pub/JML_197.pdf"/><swrc:date>Thu Jan 19 15:58:03 CET 2012</swrc:date><swrc:address>Rome, Italy</swrc:address><swrc:booktitle>10. European Academy of Management Conference (EURAM) 2010</swrc:booktitle><swrc:note>197 (45-10) </swrc:note><swrc:number>10</swrc:number><swrc:title>Extending Open Innovation Platforms into the real world - Using Large Displays in Public Spaces</swrc:title><swrc:year>2010</swrc:year><swrc:keywords>idea support collaborative filtering community pub_jml computing evaluation itegpub open IdeaMirror pub_ubr ubiquitous innovation </swrc:keywords><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="I. Blohm"/></rdf:_1><rdf:_2><swrc:Person swrc:name="F. Ott"/></rdf:_2><rdf:_3><swrc:Person swrc:name="U. Bretschneider"/></rdf:_3><rdf:_4><swrc:Person swrc:name="M. Huber"/></rdf:_4><rdf:_5><swrc:Person swrc:name="M. Rieger"/></rdf:_5><rdf:_6><swrc:Person swrc:name="F. Glatz"/></rdf:_6><rdf:_7><swrc:Person swrc:name="M. Koch"/></rdf:_7><rdf:_8><swrc:Person swrc:name="J. M. Leimeister"/></rdf:_8><rdf:_9><swrc:Person swrc:name="H. Krcmar"/></rdf:_9></rdf:Seq></swrc:author></rdf:Description><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/2217361035da2933722ae821e6895b9da/folke"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/2217361035da2933722ae821e6895b9da/folke"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#Article"/><owl:sameAs rdf:resource="http://link.aps.org/doi/10.1103/PhysRevE.72.026132"/><swrc:date>Tue Jan 17 11:37:09 CET 2012</swrc:date><swrc:journal>Phys. Rev. E</swrc:journal><swrc:month>aug</swrc:month><swrc:pages>026132</swrc:pages><swrc:publisher><swrc:Organization swrc:name="American Physical Society"/></swrc:publisher><swrc:title>Finding local community structure in networks</swrc:title><swrc:volume>72</swrc:volume><swrc:year>2005</swrc:year><swrc:keywords>algorithm clauset community detection local modularity </swrc:keywords><swrc:hasExtraField><swrc:Field swrc:value="2" swrc:key="issue"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="6" swrc:key="numpages"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="10.1103/PhysRevE.72.026132" swrc:key="doi"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Aaron Clauset"/></rdf:_1></rdf:Seq></swrc:author></rdf:Description><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/2ab07546e0dc78beb1582b5e2f357184a/folke"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/2ab07546e0dc78beb1582b5e2f357184a/folke"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#Article"/><owl:sameAs rdf:resource="http://scholar.google.com/scholar.bib?q=info:ymtI-tuKLzUJ:scholar.google.com/&amp;output=citation&amp;hl=en&amp;as_sdt=0,5&amp;as_vis=1&amp;ct=citation&amp;cd=0"/><swrc:date>Tue Jan 17 11:22:21 CET 2012</swrc:date><swrc:journal>Web Intelligence and Agent Systems</swrc:journal><swrc:number>4</swrc:number><swrc:pages>387--400</swrc:pages><swrc:publisher><swrc:Organization swrc:name="IOS Press"/></swrc:publisher><swrc:title>Exploring local community structures in large networks</swrc:title><swrc:volume>6</swrc:volume><swrc:year>2008</swrc:year><swrc:keywords>community detection local modularity </swrc:keywords><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="F. Luo"/></rdf:_1><rdf:_2><swrc:Person swrc:name="J.Z. Wang"/></rdf:_2><rdf:_3><swrc:Person swrc:name="E. Promislow"/></rdf:_3></rdf:Seq></swrc:author></rdf:Description><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/2c5fd5d4042251d7a8654285aa20451ec/folke"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/2c5fd5d4042251d7a8654285aa20451ec/folke"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><owl:sameAs rdf:resource="http://dl.acm.org/citation.cfm?id=1881923.1881931"/><swrc:date>Tue Jan 17 11:19:37 CET 2012</swrc:date><swrc:address>Berlin, Heidelberg</swrc:address><swrc:booktitle>Proceedings of the 12th international conference on Data warehousing and knowledge discovery</swrc:booktitle><swrc:pages>65--76</swrc:pages><swrc:publisher><swrc:Organization swrc:name="Springer-Verlag"/></swrc:publisher><swrc:series>DaWaK&#039;10</swrc:series><swrc:title>A graph-based clustering scheme for identifying related tags in folksonomies</swrc:title><swrc:year>2010</swrc:year><swrc:keywords>community detection folksonomy local modularity </swrc:keywords><swrc:abstract>The paper presents a novel scheme for graph-based clustering with the goal of identifying groups of related tags in folksonomies. The proposed scheme searches for core sets, i.e. groups of nodes that are densely connected to each other by efficiently exploring the two-dimensional core parameter space, and successively expands the identified cores by maximizing a local subgraph quality measure. We evaluate this scheme on three real-world tag networks by assessing the relatedness of same-cluster tags and by using tag clusters for tag recommendation. In addition, we compare our results to the ones derived from a baseline graph-based clustering method and from a popular modularity maximization clustering method.</swrc:abstract><swrc:hasExtraField><swrc:Field swrc:value="Bilbao, Spain" swrc:key="location"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="1881931" swrc:key="acmid"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="3-642-15104-3, 978-3-642-15104-0" swrc:key="isbn"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="12" swrc:key="numpages"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Symeon Papadopoulos"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Yiannis Kompatsiaris"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Athena Vakali"/></rdf:_3></rdf:Seq></swrc:author></rdf:Description><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/20f45e870093c053e6f41f54c14bda46b/stumme"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/20f45e870093c053e6f41f54c14bda46b/stumme"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><swrc:date>Wed Jan 04 11:35:08 CET 2012</swrc:date><swrc:booktitle>Analysis of Social Media and Ubiquitous Data</swrc:booktitle><swrc:series>LNAI</swrc:series><swrc:title>{Community Assessment using Evidence Networks}</swrc:title><swrc:volume>6904</swrc:volume><swrc:year>2011</swrc:year><swrc:keywords>2011 community itegpub knowledge mining myown </swrc:keywords><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Folke Mitzlaff"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Martin Atzmueller"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Dominik Benz"/></rdf:_3><rdf:_4><swrc:Person swrc:name="Andreas Hotho"/></rdf:_4><rdf:_5><swrc:Person swrc:name="Gerd Stumme"/></rdf:_5></rdf:Seq></swrc:author></rdf:Description><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/225c89c0f9e4149da87e5212dd12481f0/stumme"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/225c89c0f9e4149da87e5212dd12481f0/stumme"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><owl:sameAs rdf:resource="http://www.informatik2011.de/541.html"/><swrc:date>Wed Jan 04 11:32:27 CET 2012</swrc:date><swrc:booktitle>Informatik 2011 - Informatik schafft Communities - Proceedings der 41. GI-Jahrestagung </swrc:booktitle><swrc:month>10</swrc:month><swrc:organization><swrc:Organization swrc:name="Gesellschaft für Informatik e.V. (GI)"/></swrc:organization><swrc:pages>412</swrc:pages><swrc:publisher><swrc:Organization swrc:name="Bonner Köllen Verlag"/></swrc:publisher><swrc:series>Lecture Notes in Informatics</swrc:series><swrc:title>Privatsphären- und Datenschutz in Community-Plattformen: Gestaltung von Online-Bewertungsportalen</swrc:title><swrc:volume>192</swrc:volume><swrc:year>2011</swrc:year><swrc:keywords>2011 community gi info20 itegpub myown privat </swrc:keywords><swrc:abstract>Aufgrund der mittlerweile unüberschaubaren Vielfalt von Anwendungsmöglichkeiten des Web 2.0, findet man fast zu jedem Lebensbereich eine passende Community im Netz. Dabei steigt auch die Anzahl der Bewertungsportale stetig und
betrifft längst nicht mehr nur die Bewertung von Waren, sondern erstreckt sich unterdessen auch auf Beurteilungen von Leistungen und Eigenschaften von zu bestimmten Berufsgruppen gehörenden Personen. Diese Entwicklung birgt die Gefahr, dass die
dadurch gewonnenen persönlichen Daten durchaus geeignet sind, wahrheitswidrig ein übermäßig positives oder übermäßig negatives Persönlichkeitsbild des Betroffenen zu konstruieren und dadurch sein Ansehen zu beeinflussen. Im Hinblick auf Fragen im
Zusammenhang mit dem Persönlichkeits- und Datenschutz soll der folgende Beitrag Maßstäbe an eine verfassungs- und datenschutzkonforme technische Gestaltung von Online-Bewertungsportalen aufzeigen.</swrc:abstract><swrc:hasExtraField><swrc:Field swrc:value="32" swrc:key="vgwort"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Aliye Kartal"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Stephan Doerfel"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Alexander Roßnagel"/></rdf:_3><rdf:_4><swrc:Person swrc:name="Gerd Stumme"/></rdf:_4></rdf:Seq></swrc:author><swrc:editor><rdf:Seq><rdf:_1><swrc:Person swrc:name="Hans-Ulrich Heiß"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Peter Pepper"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Holger Schlingloff"/></rdf:_3><rdf:_4><swrc:Person swrc:name="Jörg Schneider"/></rdf:_4></rdf:Seq></swrc:editor></rdf:Description><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/21fe037ea2712b205c564243d67840059/stumme"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/21fe037ea2712b205c564243d67840059/stumme"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><swrc:date>Wed Jan 04 11:23:25 CET 2012</swrc:date><swrc:booktitle>Proc. Workshop on Mining Ubiquitous and Social Environments (MUSE 2011) at ECML/PKDD 2011</swrc:booktitle><swrc:title>Face-to-Face Contacts during a Conference: Communities, Roles, and Key Players</swrc:title><swrc:year>2011</swrc:year><swrc:keywords>2011 analysis communities community conferator discovery itegpub knowledge myown rfid </swrc:keywords><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Martin Atzmueller"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Stephan Doerfel"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Andreas Hotho"/></rdf:_3><rdf:_4><swrc:Person swrc:name="Folke Mitzlaff"/></rdf:_4><rdf:_5><swrc:Person swrc:name="Gerd Stumme"/></rdf:_5></rdf:Seq></swrc:author></rdf:Description><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/25dd9d0c2155f242393e63547d8a2347f/jaeschke"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/25dd9d0c2155f242393e63547d8a2347f/jaeschke"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#Article"/><swrc:date>Wed Dec 21 08:52:42 CET 2011</swrc:date><swrc:journal>Proceedings of the National Academy of Sciences</swrc:journal><swrc:number>23</swrc:number><swrc:pages>8577--8582</swrc:pages><swrc:title>Modularity and community structure in networks</swrc:title><swrc:volume>103</swrc:volume><swrc:year>2006</swrc:year><swrc:keywords>clustering community graph modularity network structure </swrc:keywords><swrc:abstract>Many networks of interest in the sciences, including social networks, computer networks, and metabolic and regulatory networks, are found to divide naturally into communities or modules. The problem of detecting and characterizing this community structure is one of the outstanding issues in the study of networked systems. One highly effective approach is the optimization of the quality function known as “modularity” over the possible divisions of a network. Here I show that the modularity can be expressed in terms of the eigenvectors of a characteristic matrix for the network, which I call the modularity matrix, and that this expression leads to a spectral algorithm for community detection that returns results of demonstrably higher quality than competing methods in shorter running times. I illustrate the method with applications to several published network data sets.</swrc:abstract><swrc:hasExtraField><swrc:Field swrc:value="10.1073/pnas.0601602103" swrc:key="doi"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="M. E. J. Newman"/></rdf:_1></rdf:Seq></swrc:author></rdf:Description><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/2dc869beb9c71057041f6bb24b1103fe9/beate"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/2dc869beb9c71057041f6bb24b1103fe9/beate"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#Article"/><swrc:date>Tue Dec 20 00:12:51 CET 2011</swrc:date><swrc:journal>Pattern Recognition Letters</swrc:journal><swrc:number>5</swrc:number><swrc:pages>413-421</swrc:pages><swrc:title>Identifying and evaluating community structure in complex
               networks</swrc:title><swrc:volume>31</swrc:volume><swrc:year>2010</swrc:year><swrc:keywords>community networks </swrc:keywords><swrc:hasExtraField><swrc:Field swrc:value="http://dx.doi.org/10.1016/j.patrec.2009.11.001" swrc:key="ee"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="DBLP, http://dblp.uni-trier.de" swrc:key="bibsource"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Karsten Steinhaeuser"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Nitesh V. Chawla"/></rdf:_2></rdf:Seq></swrc:author></rdf:Description><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/27530cbbeb14c93ac48e09d1cc9fec8ab/folke"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/27530cbbeb14c93ac48e09d1cc9fec8ab/folke"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><owl:sameAs rdf:resource="http://scholar.google.com/scholar.bib?q=info:snIGam4ElLkJ:scholar.google.com/&amp;output=citation&amp;hl=en&amp;as_sdt=0,5&amp;as_vis=1&amp;ct=citation&amp;cd=0"/><swrc:date>Wed Dec 14 15:41:53 CET 2011</swrc:date><swrc:booktitle>IEEE computer society conference on computer vision and pattern recognition</swrc:booktitle><swrc:organization><swrc:Organization swrc:name="Citeseer"/></swrc:organization><swrc:title>Robust data clustering</swrc:title><swrc:volume>2</swrc:volume><swrc:year>2003</swrc:year><swrc:keywords>cluster community comparison detection evaluation information mutual nmi normalized </swrc:keywords><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="A. Fred"/></rdf:_1><rdf:_2><swrc:Person swrc:name="A. Jain"/></rdf:_2></rdf:Seq></swrc:author></rdf:Description><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/20ffd6fae39abbff13ffc419bec12d0f1/folke"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/20ffd6fae39abbff13ffc419bec12d0f1/folke"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#Article"/><swrc:date>Wed Dec 14 11:37:24 CET 2011</swrc:date><swrc:journal>Journal of Statistical Mechanics: Theory and Experiment</swrc:journal><swrc:pages>P09008</swrc:pages><swrc:publisher><swrc:Organization swrc:name="IOP Publishing"/></swrc:publisher><swrc:title>Comparing community structure identification</swrc:title><swrc:volume>2005</swrc:volume><swrc:year>2005</swrc:year><swrc:keywords>community comparison detection evaluation information mutual nmi normalized </swrc:keywords><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="L. Danon"/></rdf:_1><rdf:_2><swrc:Person swrc:name="A. D{\&#039;\i}az-Guilera"/></rdf:_2><rdf:_3><swrc:Person swrc:name="J. Duch"/></rdf:_3><rdf:_4><swrc:Person swrc:name="A. Arenas"/></rdf:_4></rdf:Seq></swrc:author></rdf:Description><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/2a17e6c85a97d5c16ba10a6d2b8964047/macek"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/2a17e6c85a97d5c16ba10a6d2b8964047/macek"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><owl:sameAs rdf:resource="http://dl.acm.org/citation.cfm?id=2041746.2041775"/><swrc:date>Sun Dec 11 17:54:19 CET 2011</swrc:date><swrc:address>Berlin, Heidelberg</swrc:address><swrc:booktitle>Proceedings of the 15th international conference on Advances in databases and information systems</swrc:booktitle><swrc:pages>285--301</swrc:pages><swrc:publisher><swrc:Organization swrc:name="Springer-Verlag"/></swrc:publisher><swrc:series>ADBIS&#039;11</swrc:series><swrc:title>An analysis of the structure and dynamics of large-scale Q/A communities</swrc:title><swrc:year>2011</swrc:year><swrc:keywords>Community QA Research SNA </swrc:keywords><swrc:hasExtraField><swrc:Field swrc:value="2041775" swrc:key="acmid"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="Vienna, Austria" swrc:key="location"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="978-3-642-23736-2" swrc:key="isbn"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="17" swrc:key="numpages"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Daniel Schall"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Florian Skopik"/></rdf:_2></rdf:Seq></swrc:author></rdf:Description><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/20860aa25d52c94d548db2ad9756fc223/griesbau"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/20860aa25d52c94d548db2ad9756fc223/griesbau"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#Article"/><owl:sameAs rdf:resource="http://jis.sagepub.com/content/37/5/487.abstract"/><swrc:date>Thu Dec 08 14:12:41 CET 2011</swrc:date><swrc:journal>Journal of Information Science</swrc:journal><swrc:number>5</swrc:number><swrc:pages>487-498</swrc:pages><swrc:title>Information quality assessment of community generated content: A user study of Wikipedia</swrc:title><swrc:volume>37</swrc:volume><swrc:year>2011</swrc:year><swrc:keywords>A Information Wikipedia assessment bisibs community content: generated of quality study user </swrc:keywords><swrc:abstract>This study examines the ways in which information consumers evaluate the quality of content in a collaborative-writing environment, in this case Wikipedia. Sixty-four users were asked to assess the quality of five articles from the Hebrew Wikipedia, to indicate the highest- and lowest-quality article of the five and explain their choices. Participants viewed both the article page, and the article’s history page, so that their decision was based both on the article’s current content and on its development. The analysis shows that the attributes that most frequently assisted the users in deciding about the quality of the items were not unique to Wikipedia: attributes such as amount of information, satisfaction with content and external links were mentioned frequently, as with other information quality studies on the web. The findings also support the claim that quality is a subjective concept which depends on the user’s unique point of view. Attributes such as number of edits and number of unique editors received two contradictory meanings – both few edits/editors and many edits/editors were mentioned as attributes of high-quality articles.</swrc:abstract><swrc:hasExtraField><swrc:Field swrc:value="10.1177/0165551511416065" swrc:key="doi"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="http://jis.sagepub.com/content/37/5/487.full.pdf+html" swrc:key="eprint"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Eti Yaari"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Shifra Baruchson-Arbib"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Judit Bar-Ilan"/></rdf:_3></rdf:Seq></swrc:author></rdf:Description><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/293fecd064cd42e0ea5f9dc06a9458d3c/jaeschke"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/293fecd064cd42e0ea5f9dc06a9458d3c/jaeschke"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><owl:sameAs rdf:resource="http://doi.acm.org/10.1145/1216295.1216312"/><swrc:date>Tue Dec 06 11:15:12 CET 2011</swrc:date><swrc:address>New York, NY, USA</swrc:address><swrc:booktitle>Proceedings of the 12th international conference on Intelligent user interfaces</swrc:booktitle><swrc:pages>52--61</swrc:pages><swrc:publisher><swrc:Organization swrc:name="ACM"/></swrc:publisher><swrc:title>Collecting community wisdom: integrating social search \&amp; social navigation</swrc:title><swrc:year>2007</swrc:year><swrc:keywords>community navigation search social </swrc:keywords><swrc:abstract>The goal of this paper is to detail the integration of two &#034;social Web&#034; technologies - social search and social navigation - and to highlight the benefits of such integration on two levels. Firstly, both technologies harvest and harness &#034;community wisdom&#034; and in an integrated system each of the search and navigation components can benefit from the additional community wisdom gathered by the other when assisting users to locate relevant information. Secondly, by integrating search and browsing we facilitate the development of a unique interface that effectively blends search and browsing functionality as part of a seamless social information access service. This service allows users to effectively combine their search and browsing behaviors. In this paper we will argue that this integration provides significantly more than the simple sum of the parts.</swrc:abstract><swrc:hasExtraField><swrc:Field swrc:value="1216312" swrc:key="acmid"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="Honolulu, Hawaii, USA" swrc:key="location"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="1-59593-481-2" swrc:key="isbn"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="10" swrc:key="numpages"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="10.1145/1216295.1216312" swrc:key="doi"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Jill Freyne"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Rosta Farzan"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Peter Brusilovsky"/></rdf:_3><rdf:_4><swrc:Person swrc:name="Barry Smyth"/></rdf:_4><rdf:_5><swrc:Person swrc:name="Maurice Coyle"/></rdf:_5></rdf:Seq></swrc:author></rdf:Description><rdf:Description rdf:about="http://www.bibsonomy.org/bibtex/26812cbb13126989cfe594391131f7c74/macek"><owl:sameAs rdf:resource="http://www.bibsonomy.org/uri/bibtex/26812cbb13126989cfe594391131f7c74/macek"/><rdf:type rdf:resource="http://swrc.ontoware.org/ontology#InProceedings"/><owl:sameAs rdf:resource="http://dblp.uni-trier.de/db/conf/www/www2008.html#AdamicZBA08"/><swrc:date>Thu Dec 01 21:00:38 CET 2011</swrc:date><swrc:booktitle>WWW</swrc:booktitle><swrc:crossref>conf/www/2008</swrc:crossref><swrc:pages>665-674</swrc:pages><swrc:publisher><swrc:Organization swrc:name="ACM"/></swrc:publisher><swrc:title>Knowledge sharing and yahoo answers: everyone knows something.</swrc:title><swrc:year>2008</swrc:year><swrc:keywords>Community QA Research SNA </swrc:keywords><swrc:hasExtraField><swrc:Field swrc:value="http://doi.acm.org/10.1145/1367497.1367587" swrc:key="ee"/></swrc:hasExtraField><swrc:hasExtraField><swrc:Field swrc:value="978-1-60558-085-2" swrc:key="isbn"/></swrc:hasExtraField><swrc:author><rdf:Seq><rdf:_1><swrc:Person swrc:name="Lada A. Adamic"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Jun Zhang 0008"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Eytan Bakshy"/></rdf:_3><rdf:_4><swrc:Person swrc:name="Mark S. Ackerman"/></rdf:_4></rdf:Seq></swrc:author><swrc:editor><rdf:Seq><rdf:_1><swrc:Person swrc:name="Jinpeng Huai"/></rdf:_1><rdf:_2><swrc:Person swrc:name="Robin Chen"/></rdf:_2><rdf:_3><swrc:Person swrc:name="Hsiao-Wuen Hon"/></rdf:_3><rdf:_4><swrc:Person swrc:name="Yunhao Liu"/></rdf:_4><rdf:_5><swrc:Person swrc:name="Wei-Ying Ma"/></rdf:_5><rdf:_6><swrc:Person swrc:name="Andrew Tomkins"/></rdf:_6><rdf:_7><swrc:Person swrc:name="Xiaodong Zhang"/></rdf:_7></rdf:Seq></swrc:editor></rdf:Description><foaf:Group rdf:about="http://www.bibsonomy.org/tag/community"><foaf:name>community</foaf:name><description>Community for tag(s) community</description></foaf:Group></rdf:RDF>
