Yildiz, T.Yildirim, S.2024-07-182024-07-1820129781467314466https://doi.org/10.1109/INISTA.2012.6246944https://hdl.handle.net/11411/6416International Symposium on INnovations in Intelligent SysTems and Applications, INISTA 2012 -- 2 July 2012 through 4 July 2012 -- Trabzon -- 92831In 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.eninfo:eu-repo/semantics/closedAccessApriori AlgorithmHypernym/HyponymLexiconApriori AlgorithmsAutomatic AcquisitionHigh PrecisionHypernym/HyponymHyponymsLexico-Syntactic PatternsLexiconModel-Based OpcTurkish LanguageTurkishsIntelligent SystemsLearning AlgorithmsSyntacticsAssociation RulesConference Object2-s2.0-8486659922010.1109/INISTA.2012.6246944N/A