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From Clouds to Trees: Clustering Delicious Tags

by Stefano Bussolon on Sep 28, 2010

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informationarchitecture tags clustering euroia2010 delicious web bookmarks data-mining manage

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  • bussolon Stefano Bussolon , information architect - ux designer at hyperlabs.net Every time an user employs more than one tag in saving a bookmark on Delicious, she implicitly states a link between them.

    The aim of this research is to understand if a statistical analysis of a significant number of those co-occurrences can let emerge meaningful clusters.

    Most specifically, the approach I followed was to collect a corpus of delicious bookmarks, to rank the most frequently used tags, to calculate the co-occurrence between those tags, and to analyze the resulting matrix with some dimensional scaling methods to let the hidden, implicit structures to emerge.
    1 year ago Reply
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From Clouds to Trees: Clustering Delicious Tags — Presentation Transcript