tagging, communities, vocabulary, evolution.
In:
CSCW '06: Proceedings of the 2006 20th anniversary conference on Computer supported cooperative work, pages 181-190.
ACM, New York, NY, USA, 2006.
Shilad Sen, Shyong K. Lam, Al Mamunur Rashid, Dan Cosley, Dan Frankowski, Jeremy Osterhouse, F. Maxwell Harper and John Riedl.
[doi]
[abstract]
[BibTeX]
A tagging community's vocabulary of tags forms the basis for social navigation and shared expression.We present a user-centric model of vocabulary evolution in tagging communities based on community influence and personal tendency. We evaluate our model in an emergent tagging system by introducing tagging features into the MovieLens recommender system.We explore four tag selection algorithms for displaying tags applied by other community members. We analyze the algorithms 'effect on vocabulary evolution, tag utility, tag adoption, and user satisfaction.
tagging, communities, vocabulary, evolution.
In:
CSCW '06: Proceedings of the 2006 20th anniversary conference on Computer supported cooperative work, pages 181-190.
ACM, New York, NY, USA, 2006.
Shilad Sen, Shyong K. Lam, Al Mamunur Rashid, Dan Cosley, Dan Frankowski, Jeremy Osterhouse, F. Maxwell Harper and John Riedl.
[doi]
[abstract]
[BibTeX]
A tagging community's vocabulary of tags forms the basis for social navigation and shared expression.We present a user-centric model of vocabulary evolution in tagging communities based on community influence and personal tendency. We evaluate our model in an emergent tagging system by introducing tagging features into the MovieLens recommender system.We explore four tag selection algorithms for displaying tags applied by other community members. We analyze the algorithms 'effect on vocabulary evolution, tag utility, tag adoption, and user satisfaction.