@inproceedings{sen2006tagging, 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 Mamunur and Cosley, Dan and Frankowski, Dan and Osterhouse, Jeremy and Harper, F. Maxwell and Riedl, John}, booktitle = {CSCW '06: Proceedings of the 2006 20th anniversary conference on Computer supported cooperative work}, doi = {10.1145/1180875.1180904}, file = {sen2006tagging.pdf:sen2006tagging.pdf:PDF}, groups = {public}, interhash = {96b20bffcbc91e528461529935524b90}, intrahash = {582641c05e7a0b9396945a951822c83f}, isbn = {1-59593-249-6}, location = {Banff, Alberta, Canada}, pages = {181--190}, publisher = {ACM}, timestamp = {2011-02-02 15:10:48}, title = {tagging, communities, vocabulary, evolution}, url = {http://portal.acm.org/citation.cfm?id=1180904}, username = {dbenz}, year = 2006 } @inproceedings{citeulike:965334, 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}, interhash = {4f52a489eb6a696353d083b4d81b1fed}, intrahash = {25f189ea6ed05c1df70cd58a053b9798}, isbn = {1595932496}, pages = {181--190}, posted-at = {2009-04-01 05:03:08}, priority = {4}, publisher = {ACM Press}, title = {tagging, communities, vocabulary, evolution}, url = {http://dx.doi.org/10.1145/1180875.1180904}, year = 2006 } @incollection{schafer07, abstract = {One of the potent personalization technologies powering the adaptive web is collaborative filtering. Collaborative filtering (CF) is the process of filtering or evaluating items through the opinions of other people. CF technology brings together the opinions of large interconnected communities on the web, supporting filtering of substantial quantities of data. In this chapter we introduce the core concepts of collaborative filtering, its primary uses for users of the adaptive web, the theory and practice of CF algorithms, and design decisions regarding rating systems and acquisition of ratings. We also discuss how to evaluate CF systems, and the evolution of rich interaction interfaces. We close the chapter with discussions of the challenges of privacy particular to a CF recommendation service and important open research questions in the field.}, address = {Berlin, Heidelberg}, author = {Schafer, J. Ben and Frankowski, Dan and Herlocker, Jon and Sen, Shilad}, booktitle = {The Adaptive Web: Methods and Strategies of Web Personalization}, chapter = 9, editor = {Brusilovsky, Peter and Kobsa, Alfred and Nejdl, Wolfgang}, file = {SpringerLink:2007/SchaferFrankowskiEtAl07p291.pdf:PDF}, interhash = {bccec4b3f6845eff4966c5cab3315509}, intrahash = {1c611c2e32fb3b735c3adcd413e95201}, isbn = {978-3-540-72078-2}, owner = {flint}, pages = {291-324}, publisher = {Springer}, series = {Lecture Notes in Computer Science}, timestamp = {2008.02.10}, title = {Collaborative Filtering Recommender Systems}, url = {http://dx.doi.org/10.1007/978-3-540-72079-9_9}, volume = 4321, year = 2007 } @inproceedings{sen2006tagging, 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 Mamunur and Cosley, Dan and Frankowski, Dan and Osterhouse, Jeremy and Harper, F. Maxwell and Riedl, John}, booktitle = {CSCW '06: Proceedings of the 2006 20th anniversary conference on Computer supported cooperative work}, doi = {http://doi.acm.org/10.1145/1180875.1180904}, interhash = {96b20bffcbc91e528461529935524b90}, intrahash = {582641c05e7a0b9396945a951822c83f}, isbn = {1-59593-249-6}, location = {Banff, Alberta, Canada}, pages = {181--190}, publisher = {ACM}, title = {tagging, communities, vocabulary, evolution}, url = {http://portal.acm.org/citation.cfm?id=1180904}, year = 2006 } @inproceedings{1180904, 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 Mamunur and Cosley, Dan and Frankowski, Dan and Osterhouse, Jeremy and Harper, F. Maxwell and Riedl, John}, booktitle = {CSCW '06: Proceedings of the 2006 20th anniversary conference on Computer supported cooperative work}, doi = {http://doi.acm.org/10.1145/1180875.1180904}, interhash = {96b20bffcbc91e528461529935524b90}, intrahash = {582641c05e7a0b9396945a951822c83f}, isbn = {1-59593-249-6}, location = {Banff, Alberta, Canada}, pages = {181--190}, publisher = {ACM}, title = {tagging, communities, vocabulary, evolution}, url = {http://portal.acm.org/citation.cfm?id=1180904}, year = 2006 } @inproceedings{1180904, 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 Mamunur and Cosley, Dan and Frankowski, Dan and Osterhouse, Jeremy and Harper, F. Maxwell and Riedl, John}, booktitle = {CSCW '06: Proceedings of the 2006 20th anniversary conference on Computer supported cooperative work}, doi = {http://doi.acm.org/10.1145/1180875.1180904}, interhash = {96b20bffcbc91e528461529935524b90}, intrahash = {582641c05e7a0b9396945a951822c83f}, isbn = {1-59593-249-6}, location = {Banff, Alberta, Canada}, pages = {181--190}, publisher = {ACM}, title = {tagging, communities, vocabulary, evolution}, url = {http://portal.acm.org/citation.cfm?id=1180904}, year = 2006 }