The Evaluation of Ontologies: Toward Improved Semantic Interoperability

作者: Inderjeet Mani , Werner Ceusters , Leo Obrst , Steve Ray , Barry Smith

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摘要: Recent years have seen rapid progress in the development of ontologies as semantic models intended to capture and represent aspects real world. There is, however, great variation quality ontologies. If are become progressively better future, more rigorously developed, appropriately compared, then a systematic discipline ontology evaluation must be created ensure content methodology. Systematic methods for will take into account representation individual ontologies, performance accuracy on tasks which is designed used, degree alignment with other their compatibility automated reasoning. A sound approach required transform engineering true scientific discipline. This chapter discusses issues problems evaluation, describes some current strategies, suggests approaches that might useful future.

参考文章(58)
Carola Catenacci, Aldo Gangemi, Jos Lehmann, Massimiliano Ciaramita, A theoretical framework for ontology evaluation and validation. semantic web applications and perspectives. ,(2005)
Marko Grobelnik, Janez Brank, Dunja Mladenic, Golden Standard Based Ontology Evaluation Using Instance Assignment. EON@WWW. ,(2006)
Ameen Abu-Hanna, Ronald Cornet, Usability of expressive description logics--a case study in UMLS. american medical informatics association annual symposium. ,vol. 2002, pp. 180- 184 ,(2002)
Leo Obrst, Steven R Ray, Todd Hughes, Prospects and Possibilities for Ontology Evaluation: The View from NCOR the web conference. ,(2006)
Inderjeet Mani, Kris Concepcion, Ken Samuel, David Vogel, Automatically Inducing Ontologies from Corpora Proceedings of CompuTerm 2004: 3rd International Workshop on Computational Terminology. pp. 47- 54 ,(2004)
Michel Klein, Combining and relating ontologies: an analysis of problems and solutions international joint conference on artificial intelligence. ,(2001)
Aldo Gangemi, Domenico M. Pisanelli, Geri Steve, An ontological analysis of the UMLS Metathesaurus. american medical informatics association annual symposium. pp. 810- 814 ,(1998)
Michael C. Daconta, Leo J. Obrst, Kevin T. Smith, The Semantic Web: A Guide to the Future of XML, Web Services and Knowledge Management ,(2003)
Werner Ceusters, Barry Smith, James Matthew Fielding, LinkSuiteTM: Formally Robust Ontology-Based Data and Information Integration Lecture Notes in Computer Science. pp. 124- 139 ,(2004) , 10.1007/978-3-540-24745-6_9