An integrated approach to discover tag semantics

Proceedings of the ACM Symposium on Applied Computing

Volumn , Issue , 2011, Pages 814-820

  Dattolo, Antonina ^a   Eynard, Davide ^b   Mazzola, Luca ^b  

^a UNIVERSITY OF UDINE   (Italy)

^b UNIVERSITY OF LUGANO   (Switzerland)

Author keywords

folksonomies; similarity; tag clustering; tag disambiguation

Indexed keywords

EXTENSIBLE FRAMEWORK; FOLKSONOMIES; INTEGRATED APPROACH; MULTIGRAPHS; ON-LINE CLASSIFICATION; POLYSEMOUS WORD; SEARCH RESULTS; SELF-ORGANIZATIONS; SIMILARITY; SMALL GROUPS; TAG CLUSTERING; TAG DISAMBIGUATION; TAG-BASED; TAG-BASED SYSTEMS;

ONLINE SYSTEMS;

SEMANTICS;

EID: 79959321888     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1982185.1982359     Document Type: Conference Paper

References (20)

1. S. Angeletou. Semantic enrichment of folksonomy tagspaces. In ISWC 2008, volume 5318 of LNCS, pages 889-894. Springer, 2008.
2. A. Baruzzo, A. Dattolo, N. Pudota, and C. Tasso. Recommending new tags using domain-ontologies. In Web Intelligence/IAT Workshops, pages 409-412. IEEE, 2009.
3. G. Begelman, P. Keller, and F. Smadja. Automated tag clustering: Improving search and exploration in the tag space. In Proc. of Collaborative Web Tagging Workshop at WWW2006, Edinburgh, Scotland, 2006.
4. C. H. Brooks and N. Montanez. Improved annotation of the blogosphere via autotagging and hierarchical clustering. In Proc. of the 15th International Conference on World Wide Web (WWW2006), pages 625-632, Edinburgh, Scotland, 2006.
5. C. Cattuto, D. Benz, A. Hotho, and G. Stumme. Semantic grounding of tag relatedness in social bookmarking systems. In ISWC 2008, volume 5318 of LNCS, pages 615-631. Springer, 2008.
6. P. Cimiano and S. Staab. Learning by googling. SIGKDD Explor. Newsl., 6(2):24-33, 2004.
7. A. Dattolo, F. Ferrara, and C. Tasso. The role of tags for recommendation: a survey. In Proc. of the 3rd International Conference on Human System Interaction - HSI'2010, pages 548-555, Rzeszow, Poland, May 2010. IEEE press.
8. A. Dattolo, F. Tomasi, and F. Vitali. Towards disambiguating social tagging systems. In S. Murugesan, editor, Handbook of Research on Web 2.0, 3.0 and X.0: Technologies, Business, and Social Applications, chapter 20, pages 349-369. IGI Global, Hershey, PA, 2010.
9. A. Dix, S. Levialdi, and A. Malizia. Semantic halo for collaboration tagging systems. In Proc. of the Workshop on the Social Navigation and Community based Adaptation Technologies, 2006.
10. J. Gemmell, M. Ramezani, T. Schimoler, L. Christiansen, and B. Mobasher. The impact of ambiguity and redundancy on tag recommendation in folksonomies. In Proc. of the third ACM conference on Recommender systems (RecSys '09), pages 45-52, New York, NY, USA, 2009. ACM.
11. S. Golder and B. A. Huberman. The structure of collaborative tagging systems. Journal of Information Science, 32(2):198-208, April 2006. (Pubitemid 43384497)
12. M. Grahl, A. Hotho, and G. Stumme. Conceptual clustering of social bookmarking sites. In Proc. of 7th International Conference on Knowledge Management (I-KNOW '07), pages 356-364, Graz, Austria, Sept. 2007. Know-Center.
13. R. Lambiotte and M. Ausloos. Collaborative tagging as a tripartite network. In Computational Science ICCS 2006, volume 3993 of LNCS, pages 1114-1117. Springer Berlin / Heidelberg, 2006.
14. A. Lancichinetti, S. Fortunato, and J. Kertesz. Detecting the overlapping and hierarchical community structure of complex networks. ArXiv E-prints, Feb. 2008.
15. C. man Au Yeung, N. Gibbins, and N. Shadbolt. Understanding the semantics of ambiguous tags in folksonomies. In Proc. of the International Workshop on Emergent Semantics and Ontology Evolution (ESOE2007) at ISWC/ASWC2007, Busan, South Korea, November, 2007.
16. C. man Au Yeung, N. Gibbins, and N. Shadbolt. Contextualising tags in collaborative tagging systems. In Proc. of the Twentieth ACM Conference on Hypertext and Hypermedia (HT '09), New York, NY, USA, July 2009. ACM.
17. P. Mika. Ontologies are us: A unified model of social networks and semantics. In ISWC 2005, LNCS, pages 522-536. Springer, 2005.
18. C. Schmitz, A. Hotho, R. Jäschke, and G. Stumme. Mining association rules in folksonomies. In Proc. IFCS 2006, Studies in Classification, Data Analysis, and Knowledge Organization, pages 261-270, Berlin/Heidelberg, July 2006. Springer. Ljubljana.
19. L. Specia and E. Motta. Integrating folksonomies with the semantic web. In Proc. of the European Semantic Web Conference (ESWC2007), volume 4519 of LNCS, pages 624-639, Berlin Heidelberg, Germany, July 2007. Springer-Verlag.
20. R. Wetzker, C. Zimmermann, and C. Bauckhage. Analyzing social bookmarking systems: A del.icio.us cookbook. In Proc. of Mining Social Data (MSoDa) Workshop at ECAI 2008, pages 26-30, July 2008.