Challenges in Document Mining (Dagstuhl Seminar 11171)

Authors Hamish Cunningham, Norbert Fuhr, Benno M. Stein and all authors of the abstracts in this report

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Hamish Cunningham
Norbert Fuhr
Benno M. Stein
and all authors of the abstracts in this report

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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)


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.
  • Cluster analysis
  • HCI
  • Retrieval models
  • Social mining and search
  • Semi-supervised learning


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