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Authors: Fabian Abel ; Ricardo Kawase ; Daniel Krause ; Patrick Siehndel and Nicole Ullmann

Affiliation: Leibniz University Hannover, Germany

Keyword(s): Faceted tagging, Spatial tagging, Learning semantics.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Data Engineering ; Knowledge Discovery and Information Retrieval ; Knowledge-Based Systems ; Ontologies and the Semantic Web ; Searching and Browsing ; Soft Computing ; Symbolic Systems ; Web Information Systems and Technologies ; Web Interfaces and Applications ; Web Mining ; Web Personalization

Abstract: In this paper we present TagMe!, a tagging and exploration front-end for Flickr images, which enables users to attach tag assignments to a specific area within an image and to categorize tag assignments. We analyze the differences between tags and categories and show how both facets can be applied to learn semantic relations between concepts referenced by tags and categories. TagMe! automatically maps tags and categories to DBpedia URIs to clearly define the meaning. In our experiments we compare different strategies to realize such semantic mappings and show that already lightweight approaches map tags and categories with high precisions (86.85% and 93.77% respectively). We further discuss how multi-faceted tagging helps to improve the retrieval of folksonomy entities. The TagMe! system is currently available at http://tagme.groupme.org

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Paper citation in several formats:
Abel, F.; Kawase, R.; Krause, D.; Siehndel, P. and Ullmann, N. (2010). THE ART OF MULTI-FACETED TAGGING - Interweaving Spatial Annotations, Categories, Meaningful URIs and Tags. In Proceedings of the 6th International Conference on Web Information Systems and Technology - Volume 2: WEBIST; ISBN 978-989-674-025-2; ISSN 2184-3252, SciTePress, pages 21-28. DOI: 10.5220/0002793000210028

@conference{webist10,
author={Fabian Abel. and Ricardo Kawase. and Daniel Krause. and Patrick Siehndel. and Nicole Ullmann.},
title={THE ART OF MULTI-FACETED TAGGING - Interweaving Spatial Annotations, Categories, Meaningful URIs and Tags},
booktitle={Proceedings of the 6th International Conference on Web Information Systems and Technology - Volume 2: WEBIST},
year={2010},
pages={21-28},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002793000210028},
isbn={978-989-674-025-2},
issn={2184-3252},
}

TY - CONF

JO - Proceedings of the 6th International Conference on Web Information Systems and Technology - Volume 2: WEBIST
TI - THE ART OF MULTI-FACETED TAGGING - Interweaving Spatial Annotations, Categories, Meaningful URIs and Tags
SN - 978-989-674-025-2
IS - 2184-3252
AU - Abel, F.
AU - Kawase, R.
AU - Krause, D.
AU - Siehndel, P.
AU - Ullmann, N.
PY - 2010
SP - 21
EP - 28
DO - 10.5220/0002793000210028
PB - SciTePress