TY - JOUR
T1 - Catchcopy Creation Support System Using Interactive Genetic Programming and Electronic Dictionary
AU - Matsudaira, Tomomi
AU - Hagiwara, Masafumi
PY - 2005
Y1 - 2005
N2 - 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.
AB - 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.
KW - electronic dictionary
KW - interactive genetic programming
KW - natural language processing
UR - http://www.scopus.com/inward/record.url?scp=85016700325&partnerID=8YFLogxK
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U2 - 10.1541/ieejeiss.125.616
DO - 10.1541/ieejeiss.125.616
M3 - Article
AN - SCOPUS:85016700325
SN - 0385-4221
VL - 125
SP - 616
EP - 622
JO - IEEJ Transactions on Electronics, Information and Systems
JF - IEEJ Transactions on Electronics, Information and Systems
IS - 4
ER -