Multilabel user classification using the community structure of online networks.

We study the problem of semi-supervised, multi-label user classification of networked data in the online social platform setting. We propose a framework that combines unsupervised community extraction and supervised, community-based feature weighting before training a classifier. We introduce Approx...

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Bibliographic Details
Main Authors: Georgios Rizos, Symeon Papadopoulos, Yiannis Kompatsiaris
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2017-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC5344401?pdf=render