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PKDD
2009
Springer
170views Data Mining» more  PKDD 2009»
15 years 4 months ago
Statistical Relational Learning with Formal Ontologies
Abstract. We propose a learning approach for integrating formal knowledge into statistical inference by exploiting ontologies as a semantically rich and fully formal representation...
Achim Rettinger, Matthias Nickles, Volker Tresp
71
Voted
COLING
2010
14 years 4 months ago
A Multiple-Domain Ontology Builder
The interpretation of a multiple-domain text corpus as a single ontology leads to misconceptions. This is because some concepts may be syntactically equal; though, they are semant...
Sara Salem, Samir AbdelRahman
ESWS
2006
Springer
15 years 1 months ago
Extracting Instances of Relations from Web Documents Using Redundancy
Abstract. In this document we describe our approach to a specific subtask of ontology population, the extraction of instances of relations. We present a generic approach with which...
Viktor de Boer, Maarten van Someren, Bob J. Wielin...
BMCBI
2006
112views more  BMCBI 2006»
14 years 9 months ago
Argument-predicate distance as a filter for enhancing precision in extracting predications on the genetic etiology of disease
Background: Genomic functional information is valuable for biomedical research. However, such information frequently needs to be extracted from the scientific literature and struc...
Marco Masseroli, Halil Kilicoglu, François-...
LREC
2008
124views Education» more  LREC 2008»
14 years 11 months ago
Clustering Related Terms with Definitions
It is a challenging task to match similar or related terms/expressions in NLP and Text Mining applications. Two typical areas in need for such work are terminology and ontology co...
Scott Songlin Piao, John McNaught, Sophia Ananiado...