DocumentCode
2766656
Title
Computational Creativity
Author
Duch, Wlodzl Aw
Author_Institution
Nanyang Technol. Univ., Singapore
fYear
0
fDate
0-0 0
Firstpage
435
Lastpage
442
Abstract
Creative thinking is one of the hallmarks of human-level competence. Although it is still a poorly understood subject speculative ideas about brain processes involved in creative thinking may be implemented in computational models. A review of different approaches to creativity, insight and intuition is presented. Two factors are essential for creativity: imagination and selection or filtering. Imagination should be constrained by experience, while filtering in the case of creative use of words may be based on semantic and phonological associations. Analysis of brain processes involved in invention of new words leads to practical algorithms that create many interesting and novel names associated with a set of keywords.
Keywords
cognition; cognitive systems; psychology; brain processes; computational creativity; filtering; human-level competence; imagination; phonological associations; selection; semantic; Algorithm design and analysis; Brain modeling; Competitive intelligence; Computational intelligence; Computational modeling; Filtering; Humans; Logic; Motor drives; Psychology;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks, 2006. IJCNN '06. International Joint Conference on
Conference_Location
Vancouver, BC
Print_ISBN
0-7803-9490-9
Type
conf
DOI
10.1109/IJCNN.2006.246714
Filename
1716125
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