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New Technology of Library and Information Service  2008, Vol. 24 Issue (10): 6-10    DOI: 10.11925/infotech.1003-3513.2008.10.02
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Semantic Relations Mining in Folksonomy Based on Extensions of Concepts
Zhou Xin  Wang Jun
(Department of Information Management, Peking University, Beijing 100871, China)
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Abstract  

In order to improve the performance of Folksonomy, the authors study how to find out the relations between Tags. A method of mining semantic relations, based on the folk-tagging and extensions of concepts, is proposed in this paper. An experiment on the data set of del.icio.us is also conducted, and it indicates that the method is practicable, but more improvement is needed.
Key words： Semantic relations mining      Folksonomy      del.icio.us     
Received: 02 September 2008      Published: 25 October 2008
ZTFLH: 

TP393

 		 
Corresponding Authors: Zhou Xin     E-mail: sydjoule@gmail.com
About author:: Zhou Xin,Wang Jun
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Cite this article:

Zhou Xin,Wang Jun. Semantic Relations Mining in Folksonomy Based on Extensions of Concepts. New Technology of Library and Information Service, 2008, 24(10): 6-10.

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http://manu44.magtech.com.cn/Jwk_infotech_wk3/EN/10.11925/infotech.1003-3513.2008.10.02     OR     http://manu44.magtech.com.cn/Jwk_infotech_wk3/EN/Y2008/V24/I10/6

［1］ Wikipedia. Folksonomy: From Wikipedia, the Free Encyclopedia［EB/OL］. (2008-05-17). ［2008-05-22］. http://en.wikipedia.org/wiki/Folksonomy.
［2］ Damme C V, Hepp M, Siorpaes K. FolksOntology: An Integrated Approach for Turning Folksonomies to Ontologies［EB/OL］. ［2008-05-22］. http://members.deri.at/~katharinas/files/publications/VanDammeHeppSiorpaes_final.pdf.
［3］ Begelman G, Keller P, Smadja F. Automated Tag Clustering: Improving Search and Exploration in the Tag space［C/OL］. (2006-05-22). ［2008-05-24］. http://www.pui.ch/phred/automated_Tag_clustering/automated_Tag_clustering.pdf.
［4］ Schmitz C, Hotho A, Jaschke R, et al. Mining Association Rules in Folksonomies［EB/OL］. ［2008-05-24］. http://www.kde.cs.uni-kassel.de/hotho/pub/2006/schmitz2006asso_ifcs.pdf.
［5］ Mika P. Ontologies Are Us: A Unified Model of Social Networks and Semantics［C/OL］. ［2008-05-24］. http://www.cs.vu.nl/~pmika/research/papers/ISWC-Folksonomy.pdf.
［6］ Specia L, Motta E. Integrating Folksonomies with the Semantic Web［C］. In: Proceeding of 4th European Semantic Web Conference (ESWC2007). Innsbruck Austria, 2007: 625.
［7］ Angeletou S, Sabou M, Specia L, et al. Bridging the Gap between Folksonomies and the Semantic Web: An Experience Report［EB/OL］. ［2008-05-23］. http://kmi.open.ac.uk/people/marta/papers/semnet2007.pdf.
［8］ Zhang L, Wu X, Yu Y. Emergent Semantics from Folksonomies: A Quantitative Study［J］. Journal on Data Semantics, 2006(6): 168-186.
［9］ Wikipedia. Extension (Semantics): From Wikipedia, the free encyclopedia［EB/OL］. (2008-05-22). ［2008-05-25］. http://en.wikipedia.org/wiki/Extension_(semantics).
［10］ Schmitz P. Inducing Ontology from Flickr Tags［C］. In: Proceeding of Collaborative Web Tagging Workshop, at 15th International World Wide Web Conference (WWW2006). Edinburgh UK, 2006: 2-3.
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