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Augmenting Navigation for Collaborative Tagging with Emergent Semantics

by: Melanie Aurnhammer, Peter Hanappe, and Luc Steels

In: Proc. of ISWC2006 International Semantic Web ConferenceSpringer, LNCS (November 2006) .

Abstract

We propose an approach that unifies browsing by tags and visual features for intuitive exploration of image databases. In contrast to traditional image retrieval approaches, we utilise tags provided by users on collaborative tagging sites, complemented by simple image analysis and classification. This allows us to find new relations between data elements. We introduce the concept of a navigation map, that describes links between users, tags, and data elements for the example of the collaborative tagging site Flickr.We show that introducing similarity search based on image features yields additional links on this map. These theoretical considerations are supported by examples provided by our system, using data and tags from real Flickr users.

BibTeX record

@inproceedings{iswc06AugNav,
  abstract = {We propose an approach that unifies browsing by tags and
visual features for intuitive exploration of image databases. In contrast to
traditional image retrieval approaches, we utilise tags provided by users
on collaborative tagging sites, complemented by simple image analysis
and classification. This allows us to find new relations between data elements.
We introduce the concept of a navigation map, that describes
links between users, tags, and data elements for the example of the collaborative
tagging site Flickr.We show that introducing similarity search
based on image features yields additional links on this map. These theoretical
considerations are supported by examples provided by our system,
using data and tags from real Flickr users.},
  added-at = {2006-10-31T14:26:56.000+0100},
  author = {Aurnhammer, Melanie and Hanappe, Peter and Steels, Luc},
  biburl = {http://www.bibsonomy.org/bibtex/2991860ba4b0cb68518135237fa725388/maurnham},
  booktitle = {Proc. of ISWC2006 International Semantic Web Conference},
  interhash = {a9d35e917da138f929b5d81f1dab4fd0},
  intrahash = {991860ba4b0cb68518135237fa725388},
  keywords = {2006 emergent collaborative tagging iswc2006 tagorapub semantics sonycsl},
  month = {November},
  publisher = {Springer, LNCS},
  timestamp = {2006-10-31T14:26:56.000+0100},
  title = {Augmenting Navigation for Collaborative Tagging with Emergent Semantics},
  year = 2006
}

Endnote record

%0 Conference Paper
%1 iswc06AugNav
%A Aurnhammer, Melanie
%A Hanappe, Peter
%A Steels, Luc
%B Proc. of ISWC2006 International Semantic Web Conference
%D 2006
%I Springer, LNCS
%K 
%T Augmenting Navigation for Collaborative Tagging with Emergent Semantics
%X We propose an approach that unifies browsing by tags and
visual features for intuitive exploration of image databases. In contrast to
traditional image retrieval approaches, we utilise tags provided by users
on collaborative tagging sites, complemented by simple image analysis
and classification. This allows us to find new relations between data elements.
We introduce the concept of a navigation map, that describes
links between users, tags, and data elements for the example of the collaborative
tagging site Flickr.We show that introducing similarity search
based on image features yields additional links on this map. These theoretical
considerations are supported by examples provided by our system,
using data and tags from real Flickr users.