Catchcopy Creation Support System Using Interactive Genetic Programming and Electronic Dictionary

Tomomi Matsudaira, Masafumi Hagiwara

Research output: Contribution to journalArticle

5 Citations (Scopus)

Abstract

In this paper, we propose a new catchcopy creation support system by using interactive genetic programming and EDR electronic dictionary. Formerly we proposed a catchcopy creation support system called "CMSS" (catchcopy making support system) as a way-of-thinking support tool. However, it was not practical enough because it couldn't reflect user's evaluation for the outputs. In addition, many unnatural outputs could be generated. In order to solve these problems and to obtain better catchcopies, we propose a new catchcopy creation support system called "CMSS2". We employ interactive genetic programming on the proposed system. It can reflect user's evaluation for the outputs. Furthermore, in addition to more than 100 refined grammatical rules, we propose several new fitness functions considering following points to obtain practical catchcopies: structure of a catchcopy, frequency and distance among words on dictionary, and the rhyme. The validity of the proposed CMSS2 is verified by experiments.

Original languageEnglish
Pages (from-to)616-622
Number of pages7
JournalIEEJ Transactions on Electronics, Information and Systems
Volume125
Issue number4
DOIs
Publication statusPublished - 2005

Keywords

  • electronic dictionary
  • interactive genetic programming
  • natural language processing

ASJC Scopus subject areas

  • Electrical and Electronic Engineering

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