Sciweavers

143 search results - page 3 / 29
» Ontologies as Background Knowledge to Explore Document Colle...
Sort
View
AVI
2000
13 years 5 months ago
A Modular Approach for Exploring the Semantic Structure of Technical Document Collections
The identification and analysis of an enterprise's knowledge available in a documented form is a key element of knowledge management. Visual methods which allow easy access t...
Andreas Becks, Stefan Sklorz, Matthias Jarke
KDD
2009
ACM
243views Data Mining» more  KDD 2009»
14 years 4 months ago
Exploiting Wikipedia as external knowledge for document clustering
In traditional text clustering methods, documents are represented as "bags of words" without considering the semantic information of each document. For instance, if two ...
Xiaohua Hu, Xiaodan Zhang, Caimei Lu, E. K. Park, ...
WWW
2007
ACM
14 years 4 months ago
Altering document term vectors for classification: ontologies as expectations of co-occurrence
In this paper we extend the state-of-the-art in utilizing background knowledge for supervised classification by exploiting the semantic relationships between terms explicated in O...
Meenakshi Nagarajan, Amit P. Sheth, Marcos Kawazoe...
COOPIS
2000
IEEE
13 years 8 months ago
Exploring the Semantic Structure of Technical Document Collections: A Cooperative Systems Approach
The identification and analysis of the knowledge available in document form is a key element of corporate knowledge management. In engineering-intensive organizations, it involves...
Andreas Becks, Stefan Sklorz, Matthias Jarke
ICDM
2003
IEEE
138views Data Mining» more  ICDM 2003»
13 years 9 months ago
Ontologies Improve Text Document Clustering
Text document clustering plays an important role in providing intuitive navigation and browsing mechanisms by organizing large sets of documents into a small number of meaningful ...
Andreas Hotho, Steffen Staab, Gerd Stumme