License: Creative Commons Attribution 4.0 International license (CC BY 4.0)
When quoting this document, please refer to the following
DOI: 10.4230/DagSemProc.07181.5
URN: urn:nbn:de:0030-drops-12635
URL: http://dagstuhl.sunsite.rwth-aachen.de/volltexte/2007/1263/
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Morik, Katharina ; Wurst, Michael

Multi-Aspect Tagging for Collaborative Structuring

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07181.MorikKatharina.Paper.1263.pdf (0.3 MB)

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.

BibTeX - Entry

@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.dagstuhl.de/opus/volltexte/2007/1263},
  URN =		{urn:nbn:de:0030-drops-12635},
  doi =		{10.4230/DagSemProc.07181.5},
  annote =	{Keywords: Ensemble Clustering, automatic tagging, localized clustering}
}

Keywords: Ensemble Clustering, automatic tagging, localized clustering
Collection: 07181 - Parallel Universes and Local Patterns
Issue Date: 2007
Date of publication: 11.12.2007

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