Artificial Cognitive Systems that can answer Human Creativity Tests: An Approach and Two Case Studies
| Type of publication: | Article |
| Citation: | |
| Publication status: | Published |
| Journal: | IEEE Transactions on Cognitive And Developmental Systems |
| Number: | 99 |
| Year: | 2016 |
| Pages: | 1-7 |
| DOI: | 10.1109/TCDS.2016.2629622 |
| Abstract: | Creative cognitive systems are rarely assessed with the same tools as human creativity. In this paper, an approach is proposed for building cognitive systems which can solve human creativity tests. The importance of using cognitively viable processes, cognitive knowledge acquisition and organization, and cognitively comparable evaluation when implementing creative problem-solving systems is emphasized. Two case studies of artificial cognitive systems evaluated with human creativity tests are reviewed. A general approach is put forward. The applicability of this general approach to other creativity tests and artificial cognitive systems, together with ways of performing cognitive knowledge acquisition for these systems are then explored. |
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