Magnifico: A Platform For Expert Mining Using Metadata

In this paper, a modified TF-IDF approach is proposed to recommend experts by inferring search query topics using metadata. A multi-disciplinary reputation metric is also introduced to select people with specific expertise. The approach is validated on Mendeley corpus using a prototypal expert mining platform, Magnifico. The user interface of the platform is also discussed.


Presented at:
The Sixth Symposium on Human-Computer Interaction and Information Retrieval, Cambridge, MA, USA, October 4-5, 2012
Year:
2012
Keywords:
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 Record created 2013-01-11, last modified 2018-03-17

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