PENGGUNAAN ALGORITMA DOUBLE METAPHONE UNTUK MENGOREKSI EJAAN KATA BERBAHASA INDONESIA

DAELI, ROBERTO DERMAN and Yusliani, Novi and Miraswan, Kanda Januar (2020) PENGGUNAAN ALGORITMA DOUBLE METAPHONE UNTUK MENGOREKSI EJAAN KATA BERBAHASA INDONESIA. Undergraduate thesis, Sriwijaya University.

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Abstract

Writing errors are often found in documents/texts in Indonesian. One of the reasons is the writer's ignorance of the correct spelling of the word. In this research, phonetic string matching method with the double metaphone algorithm was chosen as a solution for spelling correction. Before the string matching process, the text must go through a stage of pre-processing using tokenizing and case folding. The double metaphone algorithm is carried out a series of processes, namely transforming words that have gone through pre-processing into code (primary and secondary) and performing string matching on typo word to get some word suggestions. The last stage is the process of weighting the dice similarity on the suggested words to obtain the highest similarity results. In this research, using a data dictionary accompanied by a double metaphone code and 400 words of test data for testing the four typo categories, namely addition, deletion, substitution, and transposition. The test results of the software are able to produce an accuracy of 81,25%.

Item Type:	Thesis (Undergraduate)
Uncontrolled Keywords:	pengoreksian ejaan, pencocokan string, phonetic string matching, algoritma double metaphone, pre-processing, case folding, tokenizing, dan dice similarity.
Subjects:	P Language and Literature > P Philology. Linguistics > P98-98.5 Computational linguistics. Natural language processing
Divisions:	09-Faculty of Computer Science > 55201-Informatics (S1)
Depositing User:	Users 7515 not found.
Date Deposited:	19 Aug 2020 07:59
Last Modified:	19 Aug 2020 07:59
URI:	http://repository.unsri.ac.id/id/eprint/33367

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