We study in a quantitative way whether the most popular tags in a collaborative tagging system are distinctive features when looking at the underlying content. For any set of annotations being helpful in searching, this property must necessarily hold to a strong degree. Our initial experiments show that the most frequent tags in CiteULike are distinctive features, despite the process of annotating documents is not centrally coordinated nor correction mechanisms like in a Wiki-system are used.
%0 Conference Paper
%1 Gohr:2011:DTC:1988688.1988760
%A Gohr, André
%A Hinneburg, Alexander
%A Spiliopoulou, Myra
%A Usbeck, Ricardo
%B Proceedings of the International Conference on Web Intelligence, Mining and Semantics
%C New York, NY, USA
%D 2011
%I ACM
%K kmd
%P 62:1--62:5
%R 10.1145/1988688.1988760
%T On the Distinctiveness of Tags in Collaborative Tagging Systems
%U http://doi.acm.org/10.1145/1988688.1988760
%X We study in a quantitative way whether the most popular tags in a collaborative tagging system are distinctive features when looking at the underlying content. For any set of annotations being helpful in searching, this property must necessarily hold to a strong degree. Our initial experiments show that the most frequent tags in CiteULike are distinctive features, despite the process of annotating documents is not centrally coordinated nor correction mechanisms like in a Wiki-system are used.
%@ 978-1-4503-0148-0
@inproceedings{Gohr:2011:DTC:1988688.1988760,
abstract = {We study in a quantitative way whether the most popular tags in a collaborative tagging system are distinctive features when looking at the underlying content. For any set of annotations being helpful in searching, this property must necessarily hold to a strong degree. Our initial experiments show that the most frequent tags in CiteULike are distinctive features, despite the process of annotating documents is not centrally coordinated nor correction mechanisms like in a Wiki-system are used.},
acmid = {1988760},
added-at = {2014-06-20T12:22:42.000+0200},
address = {New York, NY, USA},
articleno = {62},
author = {Gohr, Andr{\'e} and Hinneburg, Alexander and Spiliopoulou, Myra and Usbeck, Ricardo},
biburl = {https://www.bibsonomy.org/bibtex/2921a2ad0d7c0db95f2a34e8f63d3101b/kmd-ovgu},
booktitle = {Proceedings of the International Conference on Web Intelligence, Mining and Semantics},
doi = {10.1145/1988688.1988760},
interhash = {49bcf6d362d700b9034e53557056f668},
intrahash = {921a2ad0d7c0db95f2a34e8f63d3101b},
isbn = {978-1-4503-0148-0},
keywords = {kmd},
location = {Sogndal, Norway},
numpages = {5},
pages = {62:1--62:5},
publisher = {ACM},
series = {WIMS '11},
timestamp = {2014-06-20T12:22:42.000+0200},
title = {On the Distinctiveness of Tags in Collaborative Tagging Systems},
url = {http://doi.acm.org/10.1145/1988688.1988760},
year = 2011
}