TELKOMNIKA (Telecommunication Computing Electronics and Control)
Vol 16, No 2: April 2018

Fast and Accurate Spelling Correction Using Trie and Damerau-levenshtein Distance Bigram

Viny Christanti M. (Tarumanagara University)
Rudy Rudy (Tarumanagara University)
Dali S. Naga (Tarumanagara University)



Article Info

Publish Date
01 Apr 2018

Abstract

This research was intended to create a fast and accurate spelling correction system with the ability to handle both kind of spelling errors, non-word and real word errors. Existing spelling correction system was analyzed and was then applied some modifications to improve its accuracy and speed. The proposed spelling correction system is then built based on the method and intuition used by existing system along with the modifications made in previous step. The result is a various spelling correction system using different methods. Best result is achieved by the system that uses bigram with Trie and Damerau-Levenshtein distance with the word level accuracy of 84.62% and an average processing speed of 18.89 ms per sentence.

Copyrights © 2018






Journal Info

Abbrev

TELKOMNIKA

Publisher

Subject

Computer Science & IT

Description

Submitted papers are evaluated by anonymous referees by single blind peer review for contribution, originality, relevance, and presentation. The Editor shall inform you of the results of the review as soon as possible, hopefully in 10 weeks. Please notice that because of the great number of ...