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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.
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Received: 02 September 2008
Published: 25 October 2008
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Corresponding Authors:
Zhou Xin
E-mail: sydjoule@gmail.com
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About author:: Zhou Xin,Wang Jun |
[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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