Collaborative tagging as a tripartite network

(29 Dec 2005)

Abstract

We describe online collaborative communities by tripartite networks, the nodes being persons, items and tags. We introduce projection methods in order to uncover the structures of the networks, i.e. communities of users, genre families... <br />To do so, we focus on the correlations between the nodes, depending on their profiles, and use percolation techniques that consist in removing less correlated links and observing the shaping of disconnected islands. The structuring of the network is visualised by using a tree representation. The notion of diversity in the system is also discussed.

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arXiv (abstract), arXiv (PDF)

This article has been bookmarked 101 times, initially on 2006-01-29.

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2009-10-11	User makrehchi
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2008-04-27	User djsaab
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2008-04-05	User adamsi
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2008-03-07	User yteng2
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2007-11-08	User Procyon
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2007-08-20	User markymaypo
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2007-07-16	User merazzle
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2007-07-09	User aosbat
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2007-06-05	User jryall-tags
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2007-05-29	User ungethym
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2007-05-12	User pajoma
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2007-05-09	User anansi
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2007-03-11	User dedalusjmmr
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2007-03-09	User abonchen
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2007-02-28	User domenico79
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2007-02-27	User bangb
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2007-02-24	User rbudiu
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2007-02-12	User davidleitner
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2007-02-03	User flavian_vasile
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2007-02-01	User mattlandau
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2006-09-08	User oscarardaiz
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2006-07-18	User majak , 1 note
	collaborative, correlations, filtering, folksonomies, percolation, tagging Good structure and interesting elaboration about similarities. 2006-07-18 10:25:12
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2006-07-12	User macle
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2006-07-04	User itst , 1 note
	collaboration, discovery, folksonomy, tagging, taxonomy Paper about the three parts USERS, RESOURCES and TAGS. 2006-07-04 13:46:26
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Collaborative tagging as a tripartite network

Abstract

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