Journal
COGNITIVE SYSTEMS RESEARCH
Volume 39, Issue -, Pages 15-32Publisher
ELSEVIER SCIENCE BV
DOI: 10.1016/j.cogsys.2015.12.011
Keywords
Cognitive systems; Computational creativity; Creative object replacement; Creative object composition; Alternative uses test
Funding
- European Commission through FP7 Marie Curie IEF actions under project COGNITIVE-AMI [GA 328763]
- Universitat Bremen
- Bremen Cognitive Systems and Spatial Cognition Centre
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In creative problem solving, humans perform object replacement and object composition to improvise tools in order to carry out tasks in everyday situations. In this paper, an approach to perform Object Replacement and Object Composition (OROC) inside a Creative Cognitive framework (CreaCogs) is proposed. Multi-feature correspondence is used to define similarity between objects in an everyday object domain. This enables the cognitive system OROC to perform creative replacement of objects and creative object composition. The generative properties of OROC are analysed and proof-of-concept experiments with OROC are reported. An evaluation of the results is carried out by human judges and compared to human performance in the Alternative Uses Test. (C) 2016 Elsevier B.V. All rights reserved.
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