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Challenges in Document Mining (Dagstuhl Seminar 11171)
Authors and all authors of the abstracts in this report
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Part of:
Issue:
Dagstuhl Reports, Volume 1, Issue 4
Volume: Dagstuhl Reports, Volume 1
Journal: Dagstuhl Reports (DagRep) - License:
Creative Commons Attribution-NonCommercial-NoDerivs 3.0 Unported license
- Publication Date: 2011-08-12
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Hamish Cunningham, Norbert Fuhr, and Benno M. Stein. Challenges in Document Mining (Dagstuhl Seminar 11171). In Dagstuhl Reports, Volume 1, Issue 4, pp. 65-99, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2011)
https://doi.org/10.4230/DagRep.1.4.65
https://doi.org/10.4230/DagRep.1.4.65
Abstract
This report documents the programme and outcomes of the Dagstuhl Seminar 11171
"Challenges in Document Mining". Our starting point was the observation
that document mining techniques are often applied in an isolated manner, with
the consequence that their potential is still to be fully realised. The goal
of the seminar was to analyze this untapped potential. To this end researchers
from the main areas of document mining were invited to present their views, to
synthesise an understanding of where and how the latest disciplinary
achievements can be combined, and to develop a more integrative view on the
state of the art and the prospects for future progress.
Keywords
- Cluster analysis
- HCI
- Retrieval models
- Social mining and search
- Semi-supervised learning
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