English Automatic Dictionary Creation with Natural Language Processing [Do?al Dil Işleme Ile Ingilizce Otomatik Sözlök Oluşturma]

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dc.contributor.authorToprak, A.
dc.contributor.authorTuran, Metin
dc.date.accessioned2021-01-25T21:48:04Z
dc.date.available2021-01-25T21:48:04Z
dc.date.issued2019
dc.departmentİstanbul Ticaret Üniversitesien_US
dc.description2019 Innovations in Intelligent Systems and Applications Conference, ASYU 2019 -- 31 October 2019 through 2 November 2019 -- -- 156545en_US
dc.description.abstractStudies in the area of language lexicography are focused on automatic dictionary creation. In this article, an English document is given as an initial reference. In the study, meaningful words representing the reference document were identified. For this purpose, the Helmholtz Principle has been applied. The first dictionary words consist of the meaningful words of the reference document we call this seed. Then, with a loop, Web search is performed in the Azure Web Cognitive Web Search system using meaningful words from the most recently processed document. The first document from the search result has meaningful words with the Helmholtz Principle as applied to the reference document. The meaningful words found during the cycle are not added directly to the dictionary this time, and using the WordNet dictionary to avoid deviations, the similarity of each meaningful word with the dictionary formed is calculated. The meaningful words with similarity values higher than a certain threshold value are added to the dictionary and the search cycle is repeated using these words, and finally, when the desired number of words for the dictionary is reached, ends. In order to measure the performance of the dictionary, WordNet similarity calculation was used. Dictionaries with an average of % 38,93 similarity can be generated in tests performed with reference documents given in different subjects. © 2019 IEEE.en_US
dc.identifier.doi10.1109/ASYU48272.2019.8946431en_US
dc.identifier.isbn9781730000000
dc.identifier.scopus2-s2.0-85078333446en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.urihttps://doi.org/10.1109/ASYU48272.2019.8946431
dc.identifier.urihttps://hdl.handle.net/11467/4506
dc.identifier.wosWOS:000631252400026en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isotren_US
dc.publisherInstitute of Electrical and Electronics Engineers Inc.en_US
dc.relation.ispartofProceedings - 2019 Innovations in Intelligent Systems and Applications Conference, ASYU 2019en_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectautomatic dictionary creationen_US
dc.subjectdictionary similarity scaleen_US
dc.subjecthelmholtz principleen_US
dc.subjectwordneten_US
dc.titleEnglish Automatic Dictionary Creation with Natural Language Processing [Do?al Dil Işleme Ile Ingilizce Otomatik Sözlök Oluşturma]en_US
dc.typeConference Objecten_US

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