Three-phase text error correction model for Korean SMS messages

Jeunghyun Byun, So Young Park, Seung Wook Lee, Hae Chang Rim

Research output: Contribution to journalArticlepeer-review

Abstract

In this paper, we propose a three-phase text error correction model consisting of a word spacing error correction phase, a syllablebased spelling error correction phase, and a word-based spelling error correction phase. In order to reduce the text error correction complexity, the proposed model corrects text errors step by step. With the aim of correcting word spacing errors, spelling errors, and mixed errors in SMS messages, the proposed model tries to separately manage the word spacing error correction phase and the spelling error correction phase. For the purpose of utilizing both the syllable-based approach covering various errors and the word-based approach correcting some specific errors accurately, the proposed model subdivides the spelling error correction phase into the syllable-based phase and the word-based phase. Experimental results show that the proposed model can improve the performance by solving the text error correction problem based on the divide-and-conquer strategy.

Original languageEnglish
Pages (from-to)1213-1217
Number of pages5
JournalIEICE Transactions on Information and Systems
VolumeE92-D
Issue number5
DOIs
Publication statusPublished - 2009

Keywords

  • SMS messages
  • Spelling errors
  • Text error correction
  • Word spacing errors

ASJC Scopus subject areas

  • Software
  • Hardware and Architecture
  • Computer Vision and Pattern Recognition
  • Electrical and Electronic Engineering
  • Artificial Intelligence

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