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133
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KDD
2009
ACM
243views Data Mining» more  KDD 2009»
16 years 3 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, ...
112
Voted
WSPI
2004
15 years 4 months ago
Knowledge Relativity
Abstract. I introduce the notion of knowledge relativity as a proposed conceptual link between different scientific disciplines. Examples from Informatics and Philosophy, particula...
Oliver Hoffmann
ER
2005
Springer
146views Database» more  ER 2005»
15 years 8 months ago
Kuaba Ontology: Design Rationale Representation and Reuse in Model-Based Designs
This paper presents the Kuaba Ontology, a knowledge representation model for Design Rationale described in an ontology definition language. The representation of this model in a sp...
Adriana Pereira de Medeiros, Daniel Schwabe, Bruno...
115
Voted
DEBS
2010
ACM
15 years 6 months ago
Logic-based representation, reasoning and machine learning for event recognition
Today’s organisations require techniques for automated transformation of the large data volumes they collect during their operations into operational knowledge. This requirement...
Alexander Artikis, Georgios Paliouras, Franç...
160
Voted
CLA
2004
15 years 4 months ago
Ontology Design with Formal Concept Analysis
Ontologies, often defined as an explicit specification of conceptualization, are necessary for knowledge representation and knowledge exchange. Usually this means that ontology des...
Marek Obitko, Václav Snásel, Jan Smi...