Computer assisted writing system

Chien-Liang Liu*, Chia Hoang Lee, Ssu Han Yu, Chih Wei Chen

*Corresponding author for this work

Research output: Contribution to journalArticle

6 Scopus citations

Abstract

In this paper, we designed and implemented a computer assisted writing system and the application domain is love letter. The system includes text generation module, synonym substitution module and simile expression module. A text generation model is proposed based on keyword generation model and sentence generation model. The keyword generation model extracts important keywords from the corpus and they will become the backbone of the template. Meanwhile, the sentences between keywords will construct the content of the template and candidate sentences are retrieved from the corpus based on statistical analysis. Synonym substitution and simile expression are two modules that could enrich the content of the text. Synonym terms are retrieved from the Internet and a simile expressions discovery mechanism is proposed to collect related simile expressions. The prototype system has shown that it could work well on love letter application domain and the concept of this research could be extended to another domain with minor modification.

Original languageEnglish
Pages (from-to)804-811
Number of pages8
JournalExpert Systems with Applications
Volume38
Issue number1
DOIs
StatePublished - 1 Jan 2011

Keywords

  • Computer assisted writing
  • Keywords
  • Natural language processing

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