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- Title
TARİHSEL OLAYLARI ÇÖZÜMLEMEDE METİN MADENCİLİĞİ: NUTUK ÜZERİNE BİR UYGULAMA.
- Authors
BAYAR, H. Ekrem; YILDIZ, Doğan
- Abstract
History is a branch of science which bands together people, societies, concepts such as time and explains them by dealing with a cause-effect relationship. Whereas the accurate and objective analysis and interpretation of historical events can make great contributions to the future of humanity, not paying enough attention to the science of history may cause the conditions of human societies to deteriorate. For this reason, as Mustafa Kemal Atatürk also stated; this study is aimed to contribute to the science of history by using statistical methods in order to increase the functionality of the science of history. Text mining and NLP methods help to explain historical events by analyzing more objectively. Text Mining is one of the subbranches of data analytics and its main purpose is to analyze meaningful information from texts after converting texts to a transformed data format. In the scope of the research, Mustafa Kemal Atatürk's Nutuk is considered as a historical text. As a result of the literature search, it was assumed the English texts were analyzed easily and the methods and software libraries used were more appropriate, so all analyzes were carried out on Nutuk, which was translated into English. During National Struggle, the most repeated words, the connections of words with each other, sentiment analysis, subject classification and similarity of the events were analyzed within the scope of the research.
- Subjects
TEXT mining; ATATURK, Kemal, 1881-1938; DATA analytics
- Publication
Ataturk Yolu Journal / Atatürk Yolu Dergisi, 2021, Issue 68, p185
- ISSN
1303-5290
- Publication type
Article
- DOI
10.46955/ankuayd.943708