Comparison of Machine Learning Classification Algorithms: Example of Language Identification from Text
Journal: Electronic Letters on Science & Engineering (Vol.18, No. 2)Publication Date: 2022-12-31
Authors : Furkan BAŞTÜRK Hasan ŞAHİN;
Page : 68-78
Keywords : Machine Learning; Language Identification; Natural Language Processing; Naive Bayes;
Abstract
Artificial intelligence has accelerated its studies due to the rapid increase in technology and computing power today. In recent years, studies on natural language processing, whose importance is more prominent, have been boosted. The fact that people are in global communication has also increased this effect. There are many subbranches of natural language processing. The beginning of all sub-branches takes place with language recognition. In studies, it is studied either through the determined language or by incorporating the language recognition process into the research. In this study, literature research and a sample study of language recognition have been done for the language recognition process. In addition, it aimed to contribute to the researchers who want to do natural language processing studies by offering the foresight to start their studies after performing the correct language recognition process.
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