One Size Does Not Fit All: Customizing Ontology Alignment Using User Feedback

@inproceedings{Duan2010OneSD,
  title={One Size Does Not Fit All: Customizing Ontology Alignment Using User Feedback},
  author={Songyun Duan and Achille Fokoue and Kavitha Srinivas},
  booktitle={International Semantic Web Conference},
  year={2010}
}
A key problem in ontology alignment is that different ontological features (e.g., lexical, structural or semantic) vary widely in their importance for different ontology comparisons. In this paper, we present a set of principled techniques that exploit user feedback to customize the alignment process for a given pair of ontologies. Specifically, we propose an iterative supervised-learning approach to (i) determine the weights assigned to each alignment strategy and use these weights to combine… CONTINUE READING
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