Association rule based acquisition of hyponym and hypernym relation from a Turkish corpus
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Tarih
2012
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info:eu-repo/semantics/closedAccess
Özet
In this paper, we propose a method for the automatic acquisition of hypernym/hyponymy relations from a Turkish raw text. Once the model has extracted prospective hyponyms by using lexico-syntactic patterns, an Apriori algorithm is applied to eliminate faulty hyponyms and increase precision. We show that a model based on a particular lexico-syntactic pattern and association rules for Turkish language can successfully retrieve many is-a relation with high precision. © 2012 IEEE.
Açıklama
International Symposium on INnovations in Intelligent SysTems and Applications, INISTA 2012 -- 2 July 2012 through 4 July 2012 -- Trabzon -- 92831
Anahtar Kelimeler
Apriori Algorithm, Hypernym/Hyponym, Lexicon, Apriori Algorithms, Automatic Acquisition, High Precision, Hypernym/Hyponym, Hyponyms, Lexico-Syntactic Patterns, Lexicon, Model-Based Opc, Turkish Language, Turkishs, Intelligent Systems, Learning Algorithms, Syntactics, Association Rules
Kaynak
INISTA 2012 - International Symposium on INnovations in Intelligent SysTems and Applications
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