BibSonomy :: publication ::

tag user group author concept BibTeX key search:all search:hotho

The blue social bookmark and publication sharing system.

entry of hotho and 3 other users:

(0)

This publication has not been reviewed yet.

rating distribution

average user rating

The average rating is computed over all reviews. However, some of them may be invisible to you due to the visibility setting chosen by the reviewers.

(0.0 of 5.0 based on 0 reviews)

Analyzing Tag Semantics Across Collaborative Tagging Systems

by: Dominik Benz, Marko Grobelnik, Andreas Hotho, Robert Jäschke, Dunja Mladenic, Vito D. P. Servedio, Sergej Sizov, and Martin Szomszor

In: Social Web Communities, Nr. 08391 Dagstuhl, Germany: Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik (2008) .

Resources (URL, PDF, PS...)

URL:	http://drops.dagstuhl.de/opus/volltexte/2008/1785

The objective of our group was to exploit state-of-the-art Information Retrieval methods for finding associations and dependencies between tags, capturing and representing differences in tagging behavior and vocabulary of various folksonomies, with the overall aim to better understand the semantics of tags and the tagging process. Therefore we analyze the semantic content of tags in the Flickr and Delicious folksonomies. We find that: tag context similarity leads to meaningful results in Flickr, despite its narrow folksonomy character; the comparison of tags across Flickr and Delicious shows little semantic overlap, being tags in Flickr associated more to visual aspects rather than technological as it seems to be in Delicious; there are regions in the tag-tag space, provided with the cosine similarity metric, that are characterized by high density; the order of tags inside a post has a semantic relevance.

BibTeX record

@inproceedings{benz2008analyzing,
  abstract = {The objective of our group was to exploit state-of-the-art Information Retrieval methods for finding associations and dependencies between tags, capturing and representing differences in tagging behavior and vocabulary of various folksonomies, with the overall aim to better understand the semantics of tags and the tagging process. Therefore we analyze the semantic content of tags in the Flickr and Delicious folksonomies. We find that: tag context similarity leads to meaningful results in Flickr, despite its narrow folksonomy character; the comparison of tags across Flickr and Delicious shows little semantic overlap, being tags in Flickr associated more to visual aspects rather than technological as it seems to be in Delicious; there are regions in the tag-tag space, provided with the cosine similarity metric, that are characterized by high density; the order of tags inside a post has a semantic relevance. },
  added-at = {2010-01-31T20:23:19.000+0100},
  address = {Dagstuhl, Germany},
  author = {Benz, Dominik and Grobelnik, Marko and Hotho, Andreas and Jäschke, Robert and Mladenic, Dunja and Servedio, Vito D. P. and Sizov, Sergej and Szomszor, Martin},
  biburl = {http://www.bibsonomy.org/bibtex/27ab57438aa5a68137e46dab8dadd4b2c/hotho},
  booktitle = {Social Web Communities},
  editor = {Alani, Harith and Staab, Steffen and Stumme, Gerd},
  interhash = {d738d9d90c1c466ee0a73ac0cc3dc4c1},
  intrahash = {7ab57438aa5a68137e46dab8dadd4b2c},
  issn = {1862-4405},
  keywords = {2008 collaborative dagstuhl myown semantic tagging taggingsurvey web},
  number = 08391,
  publisher = {Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik},
  series = {Dagstuhl Seminar Proceedings},
  timestamp = {2010-01-31T20:23:19.000+0100},
  title = {Analyzing Tag Semantics Across Collaborative Tagging Systems},
  url = {http://drops.dagstuhl.de/opus/volltexte/2008/1785},
  year = 2008
}

Endnote record

%0 Conference Paper
%1 benz2008analyzing
%A Benz, Dominik
%A Grobelnik, Marko
%A Hotho, Andreas
%A Jäschke, Robert
%A Mladenic, Dunja
%A Servedio, Vito D. P.
%A Sizov, Sergej
%A Szomszor, Martin
%B Social Web Communities
%C Dagstuhl, Germany
%D 2008
%E Alani, Harith
%E Staab, Steffen
%E Stumme, Gerd
%I Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik
%K 
%N 08391
%T Analyzing Tag Semantics Across Collaborative Tagging Systems
%U http://drops.dagstuhl.de/opus/volltexte/2008/1785
%X The objective of our group was to exploit state-of-the-art Information Retrieval methods for finding associations and dependencies between tags, capturing and representing differences in tagging behavior and vocabulary of various folksonomies, with the overall aim to better understand the semantics of tags and the tagging process. Therefore we analyze the semantic content of tags in the Flickr and Delicious folksonomies. We find that: tag context similarity leads to meaningful results in Flickr, despite its narrow folksonomy character; the comparison of tags across Flickr and Delicious shows little semantic overlap, being tags in Flickr associated more to visual aspects rather than technological as it seems to be in Delicious; there are regions in the tag-tag space, provided with the cosine similarity metric, that are characterized by high density; the order of tags inside a post has a semantic relevance.

BibSonomy :: publication ::

Analyzing Tag Semantics Across Collaborative Tagging Systems

Resources (URL, PDF, PS...)

Abstract

BibTeX record

Endnote record