Collaborative tagging describes the process by which many users add metadata in the form of keywords to shared content. Recently, collaborative tagging has grown in popularity on the web, on sites that allow users to tag bookmarks, photographs and other content. In this paper we analyze the structure of collaborative tagging systems as well as their dynamical aspects. Specifically, we discovered regularities in user activity, tag frequencies, kinds of tags used, bursts of popularity in bookmarking and a remarkable stability in the relative proportions of tags within a given url. We also present a dynamical model of collaborative tagging that predicts these stable patterns and relates them to imitation and shared knowledge.
"role and nature of authority in organizational schemes, and the intersection of authority with an organizational scheme’s purpose [considered] for three services often associated with social classification systems: • Indexing of personal collections.
M. Grahl, A. Hotho, и G. Stumme. Workshop Proceedings of Lernen - Wissensentdeckung - Adaptivität (LWA 2007), стр. 50-54. Martin-Luther-Universität Halle-Wittenberg, (сентября 2007)
R. Jäschke, A. Hotho, F. Mitzlaff, и G. Stumme. Recommender Systems for the Social Web, том 32 из Intelligent Systems Reference Library, Springer, Berlin/Heidelberg, (2012)
T. Niebler, M. Becker, D. Zoller, S. Doerfel, и A. Hotho. Proceedings of the 25th ACM International on Conference on Information and Knowledge Management, стр. 2311--2316. New York, NY, USA, ACM, (2016)
F. Ma, W. Wang, и Z. Deng. Social Media Retrieval and Mining, том 387 из Communications in Computer and Information Science, Springer, Berlin/Heidelberg, (2013)
A. Plangprasopchok, K. Lerman, и L. Getoor. Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, стр. 949--958. New York, NY, USA, ACM, (2010)
R. Jäschke, A. Hotho, F. Mitzlaff, и G. Stumme. Recommender Systems for the Social Web, том 32 из Intelligent Systems Reference Library, Springer, Berlin/Heidelberg, (2012)