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Related terms search based on WordNet / Wiktionary and its application in Ontology Matching
Abstract A set of ontology matching algorithms (forA set of ontology matching algorithms (for finding correspondences between concepts) is based on a thesaurus that provides the source data for the semantic distance calculations. In this wiki era, new resources may spring up and improve this kind of semantic search. In the paper a solution of this task based on Russian Wiktionary is compared to WordNet based algorithms. Metrics are estimated using the test collection, containing 353 English word pairs with a relatedness score assigned by human evaluators. The experiment shows that the proposed method is capable in principle of calculating a semantic distance between pair of words in any language presented in Russian Wiktionary. The calculation of Wiktionary based metric had required the development of the open-source Wiktionary parser software.he open-source Wiktionary parser software.
Abstractsub A set of ontology matching algorithms (forA set of ontology matching algorithms (for finding correspondences between concepts) is based on a thesaurus that provides the source data for the semantic distance calculations. In this wiki era, new resources may spring up and improve this kind of semantic search. In the paper a solution of this task based on Russian Wiktionary is compared to WordNet based algorithms. Metrics are estimated using the test collection, containing 353 English word pairs with a relatedness score assigned by human evaluators. The experiment shows that the proposed method is capable in principle of calculating a semantic distance between pair of words in any language presented in Russian Wiktionary. The calculation of Wiktionary based metric had required the development of the open-source Wiktionary parser software.he open-source Wiktionary parser software.
Bibtextype inproceedings  +
Has author Feiyu Lin Andrew Krizhanovsky +
Has keyword Wiktionary + , Semantic relatedness + , Information retrieval +
Has remote mirror http://arxiv.org/abs/0907.2209  +
Number of citations by publication 0  +
Number of references by publication 0  +
Published in RCDL +
Title Related terms search based on WordNet / Wiktionary and its application in Ontology Matching +
Type conference paper  +
Year 2009 +
Creation dateThis property is a special property in this wiki. 20 September 2014 18:11:48  +
Categories Publications without language parameter  + , Publications without license parameter  + , Publications without DOI parameter  + , Publications without archive mirror parameter  + , Publications without paywall mirror parameter  + , Conference papers  + , Publications without references parameter  + , Publications  +
Modification dateThis property is a special property in this wiki. 20 September 2014 18:11:48  +
DateThis property is a special property in this wiki. 2009  +
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