Literature-based alignment of ontologies
Patrick Lambrix, He Tan, Wei Xu · 2008
Abstract. In recent years many ontologies have been developed and many of these ontologies contain overlapping information. To be able to use multiple ontologies they have to be aligned. Recently, there is a growing interest to use instance-based methods for ontology alignment and some of these approaches use literature. In this paper we propose and evaluate new strategies for aligning ontologies based on text categorization of literature using support vector machines-based text classifiers, and compare them with existing literature-based strategies. We also compare and combine these strategies with linguistic strategies. A shorter version of this paper appears in the proceedings of the Third International Workshop on Ontology Matching, 2008. 1