Abstract
In this paper we present a model for multifaceted tagging, i.e. tagging enriched with contextual information. We present TagMe!, a social tagging front-end for Flickr images, that provides multifaceted tagging functionality: It enables users to attach tag assignments to a specific area within an image and to categorize tag assignments. Moreover, TagMe! maps tags and categories to DBpedia URIs to clearly define the meaning of freely-chosen words. Our experiments reveal the benefits of these additional tagging facets. For example, the exploitation of the facets significantly improves the performance of FolkRank-based search. Further, we demonstrate the benefits of TagMe! tagging facets for learning semantics within folksonomies.
Chapter PDF
Similar content being viewed by others
Keywords
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.
References
Golder, S.A., Huberman, B.A.: The structure of collaborative tagging systems. The Computing Research Repository (CoRR) abs/cs/0508082 (2005)
Bischoff, K., Firan, C., Paiu, R., Nejdl, W.: Can All Tags Be Used for Search? In: Proc. of Conf. on Information and Knowledge Management 2008, November 2008, pp. 193–202. ACM, New York (2008)
Passant, A., Laublet, P.: Meaning of A Tag: A collaborative approach to bridge the gap between tagging and Linked Data. In: Proceedings of the WWW 2008 Workshop Linked Data on the Web (LDOW 2008), Beijing, China (April 2008)
Auer, S., Bizer, C., Kobilarov, G., Lehmann, J., Cyganiak, R., Ives, Z.: DBpedia: A Nucleus for a Web of Open Data. In: Aberer, K., Choi, K.-S., Noy, N., Allemang, D., Lee, K.-I., Nixon, L.J.B., Golbeck, J., Mika, P., Maynard, D., Mizoguchi, R., Schreiber, G., Cudré-Mauroux, P. (eds.) ASWC 2007 and ISWC 2007. LNCS, vol. 4825, pp. 722–735. Springer, Heidelberg (2007)
Hotho, A., Jäschke, R., Schmitz, C., Stumme, G.: BibSonomy: A Social Bookmark and Publication Sharing System. In: Proc. First Conceptual Structures Tool Interoperability Workshop, Aalborg, pp. 87–102 (2006)
Abel, F., Henze, N., Krause, D., Kriesell, M.: On the effect of group structures on ranking strategies in folksonomies. In: Baeza-Yates, R., King, I. (eds.) Weaving Services and People on the World Wide Web, July 2009, pp. 275–300. Springer, Heidelberg (2009)
Abel, F., Kawase, R., Krause, D., Siehndel, P.: Multi-faceted Tagging in TagMe! In: 8th International Semantic Web Conference (ISWC 2009) (October 2009)
Russell, B.C., Torralba, A.B., Murphy, K.P., Freeman, W.T.: LabelMe: A Database and Web-based tool for Image Annotation. International Journal of Computer Vision 77(1-3), 157–173 (2008)
Berners-Lee, T.: Linked Data - design issues. Technical report, W3C (May 2007), http://www.w3.org/DesignIssues/LinkedData.html
Hotho, A., Jäschke, R., Schmitz, C., Stumme, G.: Information retrieval in folksonomies: Search and ranking. In: Sure, Y., Domingue, J. (eds.) ESWC 2006. LNCS, vol. 4011, pp. 411–426. Springer, Heidelberg (2006)
Page, L., Brin, S., Motwani, R., Winograd, T.: The PageRank Citation Ranking: Bringing Order to the Web. Technical report, Stanford Digital Library Technologies Project (1998)
Bizer, C., Lehmann, J., Kobilarov, G., Auer, S., Becker, C., Cyganiak, R., Hellmann, S.: Dbpedia - a crystallization point for the web of data. In: Web Semantics: Science, Services and Agents on the World Wide Web (July 2009)
Abel, F., Kawase, R., Krause, D., Siehndel, P., Ullmann, N.: The Art of Multi-faceted Tagging – inteweaving spatial annotations, categories, meaningful URIs and tags. In: 6th Int. Conf. on Web Information Systems and Technologies (WEBIST), Valencia, Spain (April 2010)
Halpin, H., Robu, V., Shepard, H.: The Dynamics and Semantics of Collaborative Tagging. In: Proc. of the 1st Semantic Authoring and Annotation Workshop (SAAW 2006) (November 2006)
Mika, P.: Ontologies Are Us: A unified model of social networks and semantics. In: Gil, Y., Motta, E., Benjamins, V.R., Musen, M.A. (eds.) ISWC 2005. LNCS, vol. 3729, pp. 522–536. Springer, Heidelberg (2005)
Schmitz, C., Hotho, A., Jäschke, R., Stumme, G.: Mining Association Rules in Folksonomies. In: Data Science and Classification, pp. 261–270. Springer, Heidelberg (2006)
Schmitz, P.: Inducing Ontology from Flickr Tags. In: Proceedings of the Workshop on Collaborative Tagging co-located with 15th Int. World Wide Web Conference (WWW 2006), Edinburgh, Scotland (May 2006)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2010 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Abel, F., Henze, N., Kawase, R., Krause, D. (2010). The Impact of Multifaceted Tagging on Learning Tag Relations and Search. In: Aroyo, L., et al. The Semantic Web: Research and Applications. ESWC 2010. Lecture Notes in Computer Science, vol 6089. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-13489-0_7
Download citation
DOI: https://doi.org/10.1007/978-3-642-13489-0_7
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-13488-3
Online ISBN: 978-3-642-13489-0
eBook Packages: Computer ScienceComputer Science (R0)