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Constructing folksonomies by integrating structured metadata

Anon Plangprasopchok, Kristina Lerman, Lise Getoor
2010 Proceedings of the 19th international conference on World wide web - WWW '10  
We describe an approach to folksonomy learning based on relational clustering that addresses these challenges by exploiting structured metadata contained in personal hierarchies.  ...  We study folksonomy learning using social metadata extracted from the photosharing site Flickr.  ...  Learning a global folksonomy comes with a number of challenges which arise when integrating structured metadata created by diverse users, with each user freely annotating data according to her own preferences  ... 
doi:10.1145/1772690.1772856 dblp:conf/www/PlangprasopchokLG10 fatcat:uynkwd3qpva5lp7ekehrs7hvli

Growing a Tree in the Forest: Constructing Folksonomies by Integrating Structured Metadata [article]

Anon Plangprasopchok, Kristina Lerman, Lise Getoor
2010 arXiv   pre-print
We describe an approach to folksonomy learning based on relational clustering, which exploits structured metadata contained in personal hierarchies.  ...  These types of structured metadata provide valuable evidence for learning how a community organizes knowledge.  ...  Acknowledgements This material is based upon work supported by the National Science Foundation under Grant No. IIS-0812677. REFERENCES  ... 
arXiv:1005.5114v1 fatcat:qauqq4qihzeztagama7zoik6gu

SweetWiki

Michel Buffa, Fabien Gandon
2006 Proceedings of the 2006 international symposium on Wikis - WikiSym '06  
In addition, SweetWiki integrates a standard WYSIWYG editor (Kupu) that we extended to support semantic annotation following the "social tagging" approach made popular by web sites such as flickr.com.  ...  If someone sends or copy a page, the annotations follow it, and if an application crawls the wiki site it can extract the metadata and reuse them.  ...  Ontology editor for maintaining and re-engineering the folksonomy Supervising tools are integrated in SweetWiki by relying on the semantic web server SeWeSe.  ... 
doi:10.1145/1149453.1149469 dblp:conf/wikis/BuffaG06 fatcat:54q4iovgnja75fcrl5syrjhy6e

Representing and sharing folksonomies with semantics

Hak-Lae Kim, Stefan Decker, John G. Breslin
2009 Journal of information science  
We also demonstrate a prototype that consumes and makes use of shared tag metadata across heterogeneous sources.  ...  This approach provides an improved opportunity for representing tag data in the form of reusable constructs at a semantic level.  ...  The grouped type is an integrated metadata set comprising several bookmarked instances. The bookmarked type is created by other users, while the grouped type is created by a logged-in user.  ... 
doi:10.1177/0165551509346785 fatcat:a4frrambq5epzlj62sndsbru2y

Navigational efficiency of broad vs. narrow folksonomies

Denis Helic, Christian Körner, Michael Granitzer, Markus Strohmaier, Christoph Trattner
2012 Proceedings of the 23rd ACM conference on Hypertext and social media - HT '12  
Although many social tagging systems share a common tripartite graph structure, the collaborative processes that are generating these structures can differ significantly.  ...  We study both kinds of folksonomies on a dataset provided by Mendeley -a collaborative platform where users can annotate and organize scientific articles with tags.  ...  In our terminology "authoritative" metadata corresponds to narrow folksonomies and "non-authoritative" metadata to broad folksonomies.  ... 
doi:10.1145/2309996.2310008 dblp:conf/ht/HelicKGST12 fatcat:6ubd2gebtvcirnyj5bw4mcdlym

SweetWiki

Michel Buffa, Fabien Gandon
2006 Proceedings of the 2006 international symposium on Wikis - WikiSym '06  
This ontology is then exploited by an embedded semantic search engine (Corese).  ...  If someone sends or copies a page, the annotations follow it, and if an application crawls the wiki site it can extract the metadata and reuse them.  ...  Ontology editor for maintaining and reengineering the folksonomy Supervising tools are integrated in SweetWiki by relying on the semantic web server SeWeSe.  ... 
doi:10.1145/1149453.1149482 dblp:conf/wikis/BuffaG06a fatcat:jye2vdfjbfcx7jyaernskf2i3y

Automatic document-level semantic metadata annotation using folksonomies and domain ontologies

Hend S. Al-Khalifa, Jessica Rubart
2008 ACM SIGWEB Newsletter  
These websites contain valuable user-generated metadata called folksonomies.  ...  The results show that folksonomy tags were acceptable for creating semantic metadata. Moreover, folksonomy tags showed the power of aggregating people's intelligence.  ...  The novelty of this work resides in the integration of the Semantic Web technologies with the free form metadata generated by people, to produce structured metadata with explicit semantics.  ... 
doi:10.1145/1408940.1408944 fatcat:hgidhenczvbldmqhcptooyspvu

Growing a tree in the forest

Anon Plangprasopchok, Kristina Lerman, Lise Getoor
2010 Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '10  
We describe an approach to folksonomy learning based on relational clustering, which exploits structured metadata contained in personal hierarchies.  ...  These types of structured metadata provide valuable evidence for learning how a community organizes knowledge.  ...  Acknowledgements This material is based upon work supported by the National Science Foundation under Grant No. IIS-0812677. REFERENCES  ... 
doi:10.1145/1835804.1835924 dblp:conf/kdd/PlangprasopchokLG10 fatcat:da7yw45p6fbotjjmhfrigmpdf4

Metadata Mechanisms: From Ontology to Folksonomy ... and Back [chapter]

Stijn Christiaens
2006 Lecture Notes in Computer Science  
In this paper we give a brief overview of different metadata mechanisms (like ontologies and folksonomies) and how they relate to each other.  ...  Acknowledgments The research described in this paper was partially sponsored by the EU IP 027905 Prolix project and the Leonardo B/04/B/F/PP-144.339 CODRIVE project.  ...  Broad folksonomies break free of the one-person-perspective and deliver an entire community-view on the content. The drawback is of course the quality of the metadata.  ... 
doi:10.1007/11915034_43 fatcat:sraailxgnfaijh2wbral7fas7a

Faceted Semantic Search for Personalized Social Search [article]

Massimiliano Dal Mas
2012 arXiv   pre-print
User researches in a "collaborative" environment defined by folksonomies can be supported by the most common features on the faceted semantic search.  ...  Acquisition of faceted subject metadata was done by a folksonomy social tagging used as a means towards building such structure consolidated towards the Semantic Web.  ...  search [3] , integrate and analysis on folksonomies [4] .  ... 
arXiv:1202.6685v1 fatcat:uugvg76v3vb3hdfnsksqh2d3sm

Folksonomies

Marieke Guy, Emma Tonkin
2006 D-Lib Magazine  
Structures other than dictionary words accounted for a large number of the tags found in our study. Compound words often contained numbers, in constructions such as "17thjuly", or "April11".  ...  It is not unlikely that further uses for folksonomy metadata will arise.  ... 
doi:10.1045/january2006-guy fatcat:6ozwslgobnfodib7f57typkv2i

Member activities and quality of tags in a collection of historical photographs in Flickr

Besiki Stvilia, Corinne Jörgensen
2010 Journal of the American Society for Information Science and Technology  
There is growing interest in, and an increasing number of attempts by, traditional information providers to engage social content creation and sharing communities in creating and enhancing the metadata  ...  To enable and guide effective metadata creation, however, it is essential to understand the structure and patterns of the activities of the community around the photographs, resources used, and scale and  ...  This research is partially supported by an OCLC/ALISE Research Grant, 2010.  ... 
doi:10.1002/asi.21432 fatcat:tl77mwaigfg2faxvm4rygltpby

Content Classification by folksonomies: Framework of Social Bookmarking System

Shih-Ming Pi, Hsiu-Li Liao, Su-Houn Liu, Chen-Wen Lin
2012 Journal of Software  
Various academicians have constructed ontologies to solve semantic problems.  ...  In this paper, we present an improved framework to web content classification based on Folksonomy. Since Folksonomy is keyword-based, it is associated with semantic problems.  ...  ACKNOWLEDGMENTS The authors would like to thank the financial support in Taiwan by the Taiwan National Science Council (NSC96-2416-H-033-004).  ... 
doi:10.4304/jsw.7.4.745-748 fatcat:u5jg43g6svfdzhzwallolgm5vq

Crowdsourcing and the folksonomy of emergency response: The construction of a mediated subject

Gregory Asmolov
2015 Interactions: Studies in Communication & Culture  
Original citation: Asmolov, Gregory (2015) Crowdsourcing and the folksonomy of emergency response: the construction of a mediated subject. Interactions: Studies in Communication & Culture, 6 (2). pp.  ...  The metadata in this case is the structure of classification of the disaster and any activities that can be related to the disaster.  ...  The relationship between various systems of classification can vary from a struggle between taxonomies and folksonomies to 'peaceful' integration.  ... 
doi:10.1386/iscc.6.2.155_1 fatcat:boabirafrvh4fatabe2dfvxszi

Social semantic cloud of tags: semantic model for folksonomies

Hak-Lae Kim, John Breslin, Hong-Gee Kim, Jae-Hwa Choi
2010 Knowledge Management Research & Practice  
It is called folksonomies.  ...  In this paper, we describe a semantic model for expressing folksonomies in social websites.  ...  Facilitation of Knowledge Exchange: Ontologies enable knowledge exchange among different users and applications by providing reusable constructs.  ... 
doi:10.1057/kmrp.2010.10 fatcat:j454npmk5vaelg4s36s6srtuiy
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