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Multi-Aspect Tagging for Collaborative Structuring

Authors: Katharina Morik and Michael Wurst

Published in: Dagstuhl Seminar Proceedings, Volume 7181, Parallel Universes and Local Patterns (2007)

Abstract

Local tag structures have become frequent though Web 2.0: Users "tag" their data without specifying the underlying semantics. A collection of media items is tagged multiply using different aspects, e.g., topic, genre, occasion, mood. Given the large number of local, individual structures, users could benefit from the tagging work of others ("folksonomies"). In contrast to distributed clustering, no global structure is wanted. Each user wants to keep the tags already annotated, wants to keep the diverse aspects under which the items were organized, and only wishes to enhance the own structure by those of others. A clustering algorithm which structures items has to take into account the local, multi-aspect nature of the task structures. The LACE algorithm (Wurst et al. 2006) is such a clustering algorithm.

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Katharina Morik and Michael Wurst. Multi-Aspect Tagging for Collaborative Structuring. In Parallel Universes and Local Patterns. Dagstuhl Seminar Proceedings, Volume 7181, pp. 1-5, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2007)

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@InProceedings{morik_et_al:DagSemProc.07181.5,
  author =	{Morik, Katharina and Wurst, Michael},
  title =	{{Multi-Aspect Tagging for Collaborative Structuring}},
  booktitle =	{Parallel Universes and Local Patterns},
  pages =	{1--5},
  series =	{Dagstuhl Seminar Proceedings (DagSemProc)},
  ISSN =	{1862-4405},
  year =	{2007},
  volume =	{7181},
  editor =	{Michael R. Berthold and Katharina Morik and Arno Siebes},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops-dev.dagstuhl.de/entities/document/10.4230/DagSemProc.07181.5},
  URN =		{urn:nbn:de:0030-drops-12635},
  doi =		{10.4230/DagSemProc.07181.5},
  annote =	{Keywords: Ensemble Clustering, automatic tagging, localized clustering}
}

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Multi-Aspect Tagging for Collaborative Structuring

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