Tagging, communities, vocabulary, evolution

by: Shilad Sen, Shyong K Lam, Al M Rashid, Dan Cosley, Dan Frankowski, Jeremy Osterhouse, Maxwell F Harper, John Riedl

Computer Supported Cooperative Work, 2006, CSCW '06. 20th anniversary Conference on (2006), pp. 181-190.

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Abstract

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.

@inproceedings{citeulike:965334, abstract = {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.}, address = {New York, NY, USA}, author = {Sen, Shilad and Lam, Shyong K. and Rashid, Al M. and Cosley, Dan and Frankowski, Dan and Osterhouse, Jeremy and Harper, Maxwell F. and Riedl, John }, booktitle = {CSCW '06: Proceedings of the 2006 20th anniversary conference on Computer supported cooperative work}, citeulike-article-id = {965334}, doi = {10.1145/1180875.1180904}, isbn = {1595932496}, journal = {Computer Supported Cooperative Work, 2006, CSCW '06. 20th anniversary Conference on}, keywords = {recommender-system, tagging}, pages = {181--190}, posted-at = {2008-04-17 13:59:38}, priority = {0}, publisher = {ACM Press}, title = {Tagging, communities, vocabulary, evolution}, url = {http://portal.acm.org/citation.cfm?id=1180875.1180904}, year = {2006} }

RIS record

TY - CONF ID - citeulike:965334 L3 - citeulike-article-id:965334 TI - Tagging, communities, vocabulary, evolution T2 - CSCW '06: Proceedings of the 2006 20th anniversary conference on Computer supported cooperative work JF - Computer Supported Cooperative Work, 2006, CSCW '06. 20th anniversary Conference on SP - 181 EP - 190 AD - New York, NY, USA PB - ACM Press SN - 1595932496 N2 - 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. KW - recommender-system KW - tagging AU - Sen, Shilad AU - Lam, Shyong AU - Rashid, Al AU - Cosley, Dan AU - Frankowski, Dan AU - Osterhouse, Jeremy AU - Harper, Maxwell AU - Riedl, John PY - 2006/// UR - http://portal.acm.org/citation.cfm?id=1180875.1180904 ER -

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