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ICML
2005
IEEE
16 years 7 months ago
Modeling word burstiness using the Dirichlet distribution
Multinomial distributions are often used to model text documents. However, they do not capture well the phenomenon that words in a document tend to appear in bursts: if a word app...
Rasmus Elsborg Madsen, David Kauchak, Charles Elka...
KDD
2004
ACM
160views Data Mining» more  KDD 2004»
16 years 7 months ago
Boosting for Text Classification with Semantic Features
Abstract. Current text classification systems typically use term stems for representing document content. Semantic Web technologies allow the usage of features on a higher semantic...
Stephan Bloehdorn, Andreas Hotho
CHI
2003
ACM
16 years 7 months ago
Dating example for information architecture
This paper provides the documented explanations of our submitted poster to CHI 2003 about the process of Information Architecture (IA). The general theme of CHI 2003 was to delive...
Ray Henderson, TaRan Wilson, Miyuki Shimbo
ECTEL
2007
Springer
16 years 1 months ago
From Informal Learner to Active Content Provider: SLEAM Approach
Creation of the reusable learning content in the process of work is a challenging but promising trend in e-learning and knowledge management. While the main research focus nowadays...
Oleg Rostanin, Markus Ludwar
GFKL
2005
Springer
125views Data Mining» more  GFKL 2005»
16 years 11 days ago
Towards Structure-sensitive Hypertext Categorization
Abstract. Hypertext categorization is the task of automatically assigning category labels to hypertext units. Comparable to text categorization it stays in the area of function lea...
Alexander Mehler, Rüdiger Gleim, Matthias Deh...