Campus Event Calendar
Event Entry
What and Who
Meta-Methods for Automatic Document Organization
Stefan Siersdorfer
Ringvorlesung
AG 1, AG 2, AG 3, AG 4, AG 5
AG Audience
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Date, Time and Location
Thursday, 19 May 2005
13:00
-- Not specified --
45
016
Saarbrücken
Abstract
Automatic document classification and clustering are useful for a wide
range of applications such as
organizing Web, intranet, or portal pages into topic directories, filtering
news feeds or mail,
focused crawling on the Web or in intranets, and many more.
This talk presents restrictive methods and ensemble-based meta methods for
supervised learning
(i.e. classification based on a small amount of hand-annotated training
documents). In addition,
we show how these techniques can be carried forward to clustering based on
unsupervised learning
(i.e. automatic structuring of document corpora without training data).
Contact
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Bahareh Kadkhodazadeh, 05/13/2005 14:48
Bahareh Kadkhodazadeh, 04/07/2005 15:43 -- Created document.
Bahareh Kadkhodazadeh, 04/07/2005 15:43 -- Created document.