Paper Info
Title
An intelligent system for supporting personal creativity based on genetic algorithm
Abstract
Creativity has long been recognized as vital to organizational success. IT (Information Technology) may play a supporting role to help organizations and groups in support of creativity. However idea generation inside the personal creative process is still a black box. This motivates us to propose an intelligent system for supporting personal creativity. This study proposes a human-machine interactive mechanism based on IGA (interactive genetic algorithm) for evolution process to help individuals' creativity. Chance discovery has been applied as the strategy in evolution process. It provides more efficient evolution. The intelligent system could bring individuals stimulus to improve personal creativity.
Year
DOI
Venue
2006
10.1007/978-3-540-36668-3_71
PRICAI
Keywords
Field
DocType
information technology,genetic algorithm,idea generation
Black box (phreaking),Collaborative filtering,Evolutionary algorithm,Computer science,Information technology,Knowledge management,Association rule learning,Creativity technique,Artificial intelligence,Creativity,Machine learning,Genetic algorithm
Conference
Volume
ISSN
Citations 
4099
0302-9743
1
PageRank 
References 
Authors
0.35
8
2
Name
Order
Citations
PageRank
hengli yang134427.53
Cheng-Hwa Lee210.69