Ontology Matching: A Machine Learning Approach

@inproceedings{Doan2004OntologyMA,
  title={Ontology Matching: A Machine Learning Approach},
  author={AnHai Doan and Jayant Madhavan and Pedro M. Domingos and Alon Y. Halevy},
  booktitle={Handbook on Ontologies},
  year={2004}
}
This chapter studies ontology matching : the problem of finding the semantic mappings between two given ontologies. This problem lies at the heart of numerous information processing applications. Virtually any application that involves multiple ontologies must establish semantic mappings among them, to ensure interoperability. Examples of such applications arise in myriad domains, including e-commerce, knowledge management, e-learning, information extraction, bio-informatics, web services, and… CONTINUE READING
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